chore: release v0.8.2

- Setup wizard discovery now scans every device provider, not just WLED:
  drop the hardcoded device_type=wled filter so the backend's parallel
  all-provider scan runs (Adalight, DDP, OpenRGB, BLE, DMX, etc). The list
  UI was already multi-type aware (per-type icon + badge).
- Auto-calibration corner picker: finish the unfinished step. The empty
  .autocal-corner-glyph + dead --top-left/etc modifier classes now render a
  mini-screen frame with the matching corner lit, so users map the physical
  lit LED to a button at a glance. Hover/focus lights the corner dot.
- Remove dead empty CSS rule for #wizard-rerun-btn.

.gitea/workflows/release.yml

@@ -98,6 +98,9 @@ jobs:
           print(json.dumps('\n\n'.join(sections)))
           ")
 
+          # Created as draft so the release isn't user-visible until every
+          # build job has attached its assets. The publish-release job at
+          # the end of the workflow flips draft=false once all builds pass.
           RELEASE=$(curl -s -X POST "$BASE_URL/releases" \
             -H "Authorization: token $GITEA_TOKEN" \
             -H "Content-Type: application/json" \
@@ -105,7 +108,7 @@ jobs:
               \"tag_name\": \"$TAG\",
               \"name\": \"LedGrab $TAG\",
               \"body\": $BODY_JSON,
-              \"draft\": false,
+              \"draft\": true,
               \"prerelease\": $IS_PRE
             }")
 
@@ -350,3 +353,25 @@ jobs:
           if ! echo "$TAG" | grep -qE '(alpha|beta|rc)'; then
             docker push "$REGISTRY:latest"
           fi
+
+  # ── Publish the release (flip draft=false) ─────────────────
+  # Runs only after every build job succeeded so users never see a
+  # release that's missing artifacts or sha256 sidecars (the in-app
+  # updater refuses to install without them).
+  publish-release:
+    needs: [create-release, build-windows, build-linux, build-docker]
+    if: github.event_name == 'push' && success()
+    runs-on: ubuntu-latest
+    steps:
+      - name: Promote draft release to published
+        env:
+          GITEA_TOKEN: ${{ secrets.DEPLOY_TOKEN }}
+        run: |
+          RELEASE_ID="${{ needs.create-release.outputs.release_id }}"
+          BASE_URL="${{ gitea.server_url }}/api/v1/repos/${{ gitea.repository }}"
+
+          curl -s -X PATCH "$BASE_URL/releases/$RELEASE_ID" \
+            -H "Authorization: token $GITEA_TOKEN" \
+            -H "Content-Type: application/json" \
+            -d '{"draft": false}'
+          echo "Published release $RELEASE_ID"

AUDIT_REMAINING.md

@@ -18,6 +18,7 @@ context.
 | `05f73ee` | H6 (bindable extraction only) |
 | `3b8f00e` + `c1aa2eb` | C7 store-side |
 | `2f15fbb` | H3 |
+| _uncommitted (2026-05-27 autonomous pass)_ | H6-rest, H8, M7 (foundation + 3 reference files) |
 
 All commits have ≥1 code-review subagent pass with HIGH findings fixed
 before commit. Tests pass on each commit; ruff clean; tsc + bundle build
@@ -100,16 +101,35 @@ registry.
 
 **Estimated scope:** 1-2 sessions; coupled to H4.
 
-#### H8 — `automations.ts` 1410 LOC
+#### H8 — `automations.ts` 1410 LOC — ✅ DONE (uncommitted, 2026-05-27)
 
 Frontend mirror of H2 (rule polymorphism). Already addressed on the
-backend in `98fb61d`; the frontend dispatch on `RuleType` is still
+backend in `98fb61d`; the frontend dispatch on `RuleType` was
 hand-rolled.
 
-**Approach:** introduce a rule-type registry on the frontend matching
-the backend's `_RULE_HANDLERS` shape.
+**Done:** the two remaining hand-rolled dispatch ladders were converted
+to registries keyed by `RuleType`, alongside the pre-existing
+`RULE_CHIP_RENDERERS`:
+- `RULE_FIELD_RENDERERS` — the `renderFields` if/elif ladder was
+  extracted into module-level `_renderXxxFields(container, data)`
+  functions (they only ever closed over `container`); the in-row
+  `renderFields` is now a 3-line dispatcher.
+- `RULE_COLLECTORS` — the `getAutomationEditorRules` if/elif ladder
+  became per-type collectors; the loop is now a registry lookup.
+- All three registries are typed `Record<RuleType, …>` (compile-time
+  exhaustiveness) and an import-time `_assertRuleHandlerCoverage()`
+  logs loudly if any registry drifts from `RULE_TYPE_KEYS`. (Frontend
+  logs rather than throws — a thrown error at import would brick the
+  whole bundle, not just the editor — the one intentional divergence
+  from the backend's raising `_assert_rule_handler_coverage`.)
 
-**Estimated scope:** half a session.
+Adding a new rule type now means: one entry in `RULE_TYPE_KEYS`,
+`RULE_TYPE_ICONS`, and each of the three registries — and tsc + the
+coverage check flag any omission.
+
+Verified: tsc + bundle build clean; typescript-reviewer APPROVE (the
+extracted renderer bodies are byte-identical to the originals; no stray
+closure captures; http_poll widget-stash + HA entity loading preserved).
 
 ### MEDIUM
 
@@ -161,16 +181,66 @@ extract the frame loop into a separate `PreviewFrameLoop` class.
 **Estimated scope:** half a session. Low impact since the parallel-change
 problem is already fixed.
 
-#### M7 — No shared frontend API client
+#### M7 — No shared frontend API client — 🟡 FOUNDATION DONE (uncommitted, 2026-05-27)
 
 **File:** every `static/js/features/*.ts`
 
 `fetchWithAuth(...)` + bespoke error-unwrapping is copy-pasted in every
-feature's save / load function. ~25 files.
+feature's save / load function. ~45 files, ~243 call sites.
 
-**Approach:** introduce `static/js/core/api-client.ts` with typed
-methods (`get`, `post`, `put`, `delete`) that handle auth, JSON parsing,
-error normalisation. Replace `fetchWithAuth` calls across features.
+**Done:** `static/js/core/api-client.ts` now provides typed
+`apiGet` / `apiPost` / `apiPut` / `apiPatch` / `apiDelete` that wrap
+`fetchWithAuth` (so auth, 401-relogin, retry, timeout, and the offline
+toast are unchanged) and collapse the repeated
+`if (!resp.ok) { detail || HTTP <status> } … resp.json()` dance into one
+call returning a typed body and throwing `ApiError` on failure. The
+`detail` unwrap is hardened to join FastAPI validation arrays instead of
+stringifying to `[object Object]`. **35 feature/core files migrated**
+(covers GET/POST/PUT/DELETE, typed response bodies, custom i18n error
+messages, silent-failure GETs, bulk `Promise.allSettled` deletes,
+inline-error saves, array-`detail` joins, fire-and-forget POSTs, and
+local catch handling) — reviewer-approved for behaviour parity across
+the riskier divergences. Migrated files include the integration sources
+(weather / HA / MQTT / HTTP), the template families (capture / audio /
+audio-processing / pattern), the scene-preset CRUD, the simple-CRUD
+entity files (sync-clocks / audio-sources / game-integration /
+gradient / displays / device-discovery), the light-target editors
+(z2m / ha), the preferences modules (dashboard-layout / card-modes /
+notifications-watcher), the calibration editors (simple + advanced),
+the entire `automations.ts` and `devices.ts` CRUD surfaces, and several
+core utilities (`api-client.ts` itself, `cache.ts`, `command-palette.ts`,
+`graph-connections.ts`, `tag-input.ts`, `process-picker.ts`,
+`perf-charts.ts`, `icon-picker.ts`, `update.ts`, `integrations.ts`).
+
+Also added **14 new locale keys** (en / ru / zh) so the fallback
+messages the migration surfaces — `pattern.error.save_failed`,
+`audio_processing.error.save_failed`, `audio_template.error.save_failed`,
+`audio_template.error.load_failed`, `templates.error.save_failed`,
+`templates.error.load_failed`, `gradient.error.save_failed`,
+`target.error.load_failed`, `device.error.load_failed`,
+`automations.error.{load,save,delete,toggle}_failed`, plus
+`gradient.error.delete_failed` for ru/zh — are translated instead of
+hardcoded English. A scan confirms **no `errorMessage: '<English>'`
+strings remain** in the migrated diff.
+
+**Remaining:** 9 feature files (~94 call sites). All but one are the
+big god-modules whose migration is best done as part of their C8/C9/C10
+splits: `streams.ts` (18), `settings.ts` (18), `targets.ts` (16),
+`dashboard.ts` (15), `color-strips/index.ts` (8), `graph-editor.ts` (7),
+`assets.ts` (6 — also blocked by multipart upload + blob download paths
+that legitimately bypass the JSON client), and `value-sources.ts` (5).
+The lone leaf file still on `fetchWithAuth` is `pairing-flow.ts` (1) —
+its branching on raw `Response.status` codes (200 / 409 / 4xx) doesn't
+fit the api-client contract, so it stays on raw fetch by design.
+Migration is mechanical but **not** a blind find/replace — each site
+carries its own localised error key that must be preserved as the
+`errorMessage` option, and binary/multipart endpoints (e.g.
+`assets.ts` file upload / blob download) must stay on raw
+`fetchWithAuth` (the client is JSON-only). Each migrated file ideally
+gets manual UI smoke-testing. **Behaviour note:** migrated GET sites now
+prefer the server's `detail` over the generic localised fallback when
+present — matching what the write paths already did; intended, but
+user-visible.
 
 #### M8 — Global `_cached*` `let` vars
 
@@ -262,7 +332,11 @@ always start before reading).
 
 ### Other frontend (severity in main list above)
 
-- **H6 rest** — split remaining ~1100 LOC of `types.ts` into per-entity files
+- **H6 rest** — ✅ DONE (uncommitted, 2026-05-27): `types.ts` (1140 LOC)
+  split into 18 per-entity files under `types/` (joining the existing
+  `bindable.ts`); `types.ts` is now a ~200-line pure re-export barrel, so
+  every `import { … } from '../types.ts'` still resolves. Reviewer
+  confirmed all 102 exported symbols preserved, none renamed.
 - **H7** — `device-discovery.ts` 1745 LOC (couple with H4)
 - **H8** — `automations.ts` 1410 LOC (mirror H2)
 - **M7** — shared API client
@@ -299,6 +373,13 @@ Address H6-rest, C8, C9, C10, H7, H8, M7-M11, L1. See order above.
 Critical to have typescript-reviewer feedback + manual UI testing after
 each split.
 
+> **Progress (2026-05-27, uncommitted):** steps 1 & 2 of the order above
+> are done — H6-rest (`types.ts` split) and M7-foundation (`api-client.ts`
+> + 3 reference migrations). H8 (automations registry) also landed. Still
+> open: C8, C9, C10, H7, the remaining ~40 M7 file migrations, M8-M11, L1.
+> Next per the order: introduce the API client everywhere (finish M7),
+> then split `value-sources.ts` (C8).
+
 ### Session B — Device redesign (1-2 sessions)
 
 Address H4 alone. Touches device storage + provider classes; needs a

README.md

@@ -1,36 +1,58 @@
 # LED Grab
 
-Ambient lighting system that captures screen content and drives LED strips in real time. Supports WLED, Adalight, AmbileD, and DDP devices with audio-reactive effects, pattern generation, and automated profile switching.
+Ambient lighting system that captures screen content and drives LED strips and smart lights in real time. Supports a wide range of devices — WLED, DDP, Adalight, smart bulbs, PC peripherals, Bluetooth strips, and more — with audio-reactive effects, pattern generation, and condition-based automation.
+
+**Free and open source.** LedGrab is released under the [MIT license](LICENSE) — free to use, modify, and self-host, with no accounts, telemetry, or cloud dependency. Everything runs locally on your own machine and network.
 
 ## What It Does
 
-The server captures pixels from a screen (or Android device via ADB), extracts border colors, applies post-processing filters, and streams the result to LED strips at up to 60 fps. A built-in web dashboard provides device management, calibration, live LED preview, and real-time metrics — no external UI required.
+The server captures pixels from a screen (or from a connected Android phone via ADB), extracts border colors, applies a post-processing filter pipeline, and streams the result to your LED devices at up to 60 fps. A built-in web dashboard provides device management, calibration, a visual wiring editor, live LED preview, and real-time metrics — no external UI required.
 
-A Home Assistant integration exposes devices as entities for smart home automation.
+A separate Home Assistant integration exposes devices as entities for smart-home automation.
+
+## Screenshots
+
+![LedGrab dashboard](docs/screenshots/dashboard.PNG)
+
+*Dashboard — live system performance, integrations, automations, and scene presets at a glance.*
+
+![Channels view](docs/screenshots/dashboard-targets.PNG)
+
+*Channels — start, stop, and monitor each source-to-device pipeline with live FPS.*
+
+![Live capture preview](docs/screenshots/test-preview-capture.PNG)
+
+*Live preview — inspect the processed capture output in real time before it reaches the LEDs.*
 
 ## Features
 
 ### Screen Capture
 
 - Multi-monitor support with per-target display selection
-- 6 capture engine backends — MSS (cross-platform), DXCam, BetterCam, Windows Graphics Capture (Windows), Scrcpy (Android via ADB), Camera/Webcam (OpenCV)
+- Capture engine backends: MSS (cross-platform), DXCam, BetterCam, Windows Graphics Capture (Windows only), and Camera/Webcam (OpenCV)
+- Capture from a connected Android phone's screen via scrcpy (ADB) — the device is a *source*; LedGrab itself runs on your desktop
 - Configurable capture regions, FPS, and border width
-- Capture templates for reusable configurations
+- Reusable capture templates
 
 ### LED Device Support
 
-- WLED (HTTP/UDP) with mDNS auto-discovery
-- Adalight (serial) — Arduino-compatible LED controllers
-- AmbileD (serial)
-- DDP (Distributed Display Protocol, UDP)
-- OpenRGB — PC peripherals (keyboard, mouse, RAM, fans, LED strips)
-- Serial port auto-detection and baud rate configuration
+LedGrab speaks many protocols, so a single setup can drive everything from a DIY strip to off-the-shelf smart bulbs:
+
+![Device type picker](docs/screenshots/devices.PNG)
+
+- **Network LED controllers** — WLED (HTTP/UDP, with mDNS auto-discovery), DDP (Pixelblaze, ESPixelStick, Falcon), Open Pixel Control (OPC), Art-Net / sACN (E1.31), ESP-NOW, and generic WebSocket streaming
+- **Serial / direct hardware** — Adalight (Arduino-compatible), AmbiLED, SPI-attached strips (e.g. WS2812B), and USB HID controllers
+- **Smart bulbs & panels** — Philips Hue (Entertainment API), Nanoleaf, Yeelight, WiZ, LIFX, and Govee (Wi-Fi LAN)
+- **Bluetooth LE strips** — SP110E, Triones / HappyLighting, Zengge, and Govee BLE
+- **PC peripherals** — OpenRGB, Razer Chroma, and SteelSeries GameSense (keyboards, mice, RAM, fans, etc.)
+- **Device groups** — combine multiple devices into one logical target
+- Serial port auto-detection and baud-rate configuration
 
 ### Color Processing
 
-- Post-processing filter pipeline: brightness, gamma, saturation, color correction, auto-crop, frame interpolation, pixelation, flip
+- Post-processing filter pipeline: brightness, gamma, saturation, color correction, auto-crop, frame interpolation, pixelation, flip, and more
 - Reusable post-processing templates
-- Color strip sources: audio-reactive, pattern generator, composite layering, audio-to-color mapping
+- Color strip sources: audio-reactive, pattern generator, gradients, composite layering, and audio-to-color mapping
 - Pattern templates with customizable effects
 
 ### Audio Integration
@@ -38,17 +60,20 @@ A Home Assistant integration exposes devices as entities for smart home automati
 - Multichannel audio capture from any system device (input or loopback)
 - WASAPI engine on Windows, Sounddevice (PortAudio) engine on Linux/macOS
 - Per-channel mono extraction
-- Audio-reactive color strip sources driven by frequency analysis
+- Audio filter / processing pipeline feeding audio-reactive color sources driven by frequency analysis
 
 ### Automation
 
-- Profile engine with condition-based switching (time of day, active window, etc.)
-- Dynamic brightness value sources (schedule-based, scene-aware)
-- Key Colors (KC) targets with live WebSocket color streaming
+- Automations engine with condition-based rules — switch targets, scenes, or brightness by time of day, active window/process, MQTT, webhooks, or game events
+- Scene presets for one-click lighting changes
+- Dynamic value sources for brightness and other parameters (schedule-based, weather-based, scene-aware)
+- Weather sources, clock sync, webhooks, and inbound/outbound HTTP endpoints
+- Game integration adapters (e.g. League of Legends)
 
 ### Dashboard
 
-- Web UI at `http://localhost:8080` — no installation needed on the client side
+- Web UI at `http://localhost:8080` — nothing to install on the client side
+- Visual node-graph editor for wiring sources → processing → targets
 - Progressive Web App (PWA) — installable on phones and tablets with offline caching
 - Responsive mobile layout with bottom tab navigation
 - Device management with auto-discovery wizard
@@ -59,32 +84,57 @@ A Home Assistant integration exposes devices as entities for smart home automati
 
 ### Home Assistant Integration
 
-- HACS-compatible custom component
+- HACS-compatible custom component (separate repository)
 - Light, switch, sensor, and number entities per device
-- Real-time metrics via data coordinator
+- Real-time metrics via a data coordinator
 - WebSocket-based live LED preview in HA
 
+## Platforms
+
+LedGrab runs as a desktop / server application:
+
+| Platform | Status | Notes |
+| -------- | ------ | ----- |
+| Windows | ✅ Supported | Installer (`.exe`) and portable ZIP; all capture/audio backends |
+| Linux | ✅ Supported | Tarball and Docker image; X11 capture (Wayland in-container capture not supported) |
+| macOS | ✅ Supported | Runs from source / Docker; MSS capture |
+| Docker | ✅ Supported | Multi-arch container image |
+| Android (TV) | ⚠️ Experimental | An on-device Android-TV build exists (APK attached to releases) but is emulator-verified only and **not officially supported** |
+
+> **There is no production Android app.** Android phones are only supported as a *capture source* (via scrcpy/ADB) from a desktop host. The on-device Android-TV build is experimental.
+
+### Feature support by OS
+
+| Feature | Windows | Linux / macOS | Android TV (experimental) |
+| ------- | ------- | ------------- | ------------------------- |
+| Screen capture | DXCam, BetterCam, WGC, MSS | MSS | MediaProjection; root `screenrecord` (rooted devices) |
+| Webcam capture | OpenCV (DirectShow) | OpenCV (V4L2) | Camera2 (on-demand, while capture is running) |
+| Audio capture | WASAPI, Sounddevice | Sounddevice (PulseAudio/PipeWire) | AudioPlaybackCapture (API 29+) |
+| GPU monitoring | NVIDIA (nvidia-ml-py) | NVIDIA (nvidia-ml-py) | — (CPU/RAM/battery/thermal via `/proc`) |
+| Capture from Android phone | scrcpy (ADB) | scrcpy (ADB) | — (captures its own screen instead) |
+| Notification capture | WinRT | dbus (Linux) | NotificationListenerService |
+| Monitor names | Friendly names (WMI) | Generic ("Display 0") | Single built-in display |
+| LED transports | Network, USB-serial, BLE | Network, USB-serial, BLE | Network, USB-serial (Android driver), BLE (Android bridge) |
+| Automation: window/process conditions | Supported | Partial | Foreground-app condition (UsageStatsManager) |
+
 ## Requirements
 
 - Python 3.11+ (or Docker)
-- A supported LED device on the local network or connected via USB
-- Windows, Linux, or macOS — all core features work cross-platform
-
-### Platform Notes
-
-| Feature | Windows | Linux / macOS |
-| ------- | ------- | ------------- |
-| Screen capture | DXCam, BetterCam, WGC, MSS | MSS |
-| Webcam capture | OpenCV (DirectShow) | OpenCV (V4L2) |
-| Audio capture | WASAPI, Sounddevice | Sounddevice (PulseAudio/PipeWire) |
-| GPU monitoring | NVIDIA (pynvml) | NVIDIA (pynvml) |
-| Android capture | Scrcpy (ADB) | Scrcpy (ADB) |
-| Monitor names | Friendly names (WMI) | Generic ("Display 0") |
-| Profile conditions | Process/window detection | Not yet implemented |
+- A supported LED device on the local network, connected via USB/serial, or reachable over Bluetooth
+- Windows, Linux, or macOS
 
 ## Quick Start
 
-### Docker (recommended)
+### Prebuilt downloads
+
+Grab a ready-to-run build from the [Releases page](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/releases):
+
+- **Windows** — `LedGrab-<version>-setup.exe` (installer, no admin required) or `LedGrab-<version>-win-x64.zip` (portable)
+- **Linux** — `LedGrab-<version>-linux-x64.tar.gz`
+- **Docker** — see below
+- **Android TV** — `.apk` (experimental, see [Platforms](#platforms))
+
+### Docker (recommended for servers)
 
 ```bash
 git clone https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab.git
@@ -115,11 +165,11 @@ export PYTHONPATH=$(pwd)/src    # Linux/Mac
 uvicorn ledgrab.main:app --host 0.0.0.0 --port 8080
 ```
 
-Open **http://localhost:8080** to access the dashboard.
+Open <http://localhost:8080> to access the dashboard.
 
-> **Important:** The default API key is `development-key-change-in-production`. Change it before exposing the server outside localhost. See [INSTALLATION.md](INSTALLATION.md) for details.
+> **Network access:** By default, LedGrab allows anonymous access only from `localhost`. Any request from another machine on your LAN is rejected unless you configure an API key (`auth.api_keys`). Set a key before exposing the server on your network — see [INSTALLATION.md](INSTALLATION.md).
 
-See [INSTALLATION.md](INSTALLATION.md) for the full installation guide, including configuration, Docker manual builds, and Home Assistant setup.
+See [INSTALLATION.md](INSTALLATION.md) for the full installation guide, including configuration, Docker manual builds, and CORS setup.
 
 ## Demo Mode
 
@@ -133,50 +183,9 @@ docker compose run -e LEDGRAB_DEMO=true server
 
 # Python
 LEDGRAB_DEMO=true uvicorn ledgrab.main:app --host 0.0.0.0 --port 8081
-
-# Windows (installed app)
-set LEDGRAB_DEMO=true
-LedGrab.bat
 ```
 
-Demo mode uses port **8081**, config file `config/demo_config.yaml`, and stores data in `data/demo/` (separate from production data). It can run alongside the main server.
-
-## Architecture
-
-```text
-ledgrab/
-├── server/                          # Python FastAPI backend
-│   ├── src/ledgrab/
-│   │   ├── main.py                  # Application entry point
-│   │   ├── config.py                # YAML + env var configuration
-│   │   ├── api/
-│   │   │   ├── routes/              # REST + WebSocket endpoints
-│   │   │   └── schemas/             # Pydantic request/response models
-│   │   ├── core/
-│   │   │   ├── capture/             # Screen capture, calibration, pixel processing
-│   │   │   ├── capture_engines/     # MSS, DXCam, BetterCam, WGC, Scrcpy, Camera backends
-│   │   │   ├── devices/             # WLED, Adalight, AmbileD, DDP, OpenRGB clients
-│   │   │   ├── audio/               # Audio capture engines
-│   │   │   ├── filters/             # Post-processing filter pipeline
-│   │   │   ├── processing/          # Stream orchestration and target processors
-│   │   │   └── profiles/            # Condition-based profile automation
-│   │   ├── storage/                 # JSON-based persistence layer
-│   │   ├── static/                  # Web dashboard (vanilla JS, CSS, HTML)
-│   │   │   ├── js/core/             # API client, state, i18n, modals, events
-│   │   │   ├── js/features/         # Feature modules (devices, streams, targets, etc.)
-│   │   │   ├── css/                 # Stylesheets
-│   │   │   └── locales/             # en.json, ru.json, zh.json
-│   │   └── utils/                   # Logging, monitor detection
-│   ├── config/                      # default_config.yaml
-│   ├── tests/                       # pytest suite
-│   ├── Dockerfile
-│   └── docker-compose.yml
-├── docs/
-│   ├── API.md                       # REST API reference
-│   └── CALIBRATION.md               # LED calibration guide
-├── INSTALLATION.md
-└── LICENSE                          # MIT
-```
+Demo mode uses port **8081**, config file `config/demo_config.yaml`, and stores data under `data/demo/` (separate from production data). It can run alongside the main server.
 
 ## Configuration
 
@@ -187,14 +196,15 @@ server:
   host: "0.0.0.0"
   port: 8080
   log_level: "INFO"
+  cors_origins:
+    - "http://localhost:8080"
 
 auth:
-  api_keys:
-    dev: "development-key-change-in-production"
-
-storage:
-  devices_file: "data/devices.json"
-  templates_file: "data/capture_templates.json"
+  # Empty (default) → loopback-only anonymous access; LAN requests are rejected.
+  # Add a key to enable LAN/remote access (generate one with: openssl rand -hex 32).
+  api_keys: {}
+  # api_keys:
+  #   dev: "your-secret-key-here"
 
 logging:
   format: "json"
@@ -202,25 +212,26 @@ logging:
   max_size_mb: 100
 ```
 
-Environment variable override example: `LEDGRAB_SERVER__PORT=9090`.
+- Application data is stored in a SQLite database (`data/ledgrab.db` by default). Set `LEDGRAB_DATA_DIR` to relocate the data root (database + assets).
+- Environment variable override example: `LEDGRAB_SERVER__PORT=9090`.
+
+See [INSTALLATION.md](INSTALLATION.md) and [`server/.env.example`](server/.env.example) for the full configuration reference.
 
 ## API
 
-The server exposes a REST API (with Swagger docs at `/docs`) covering:
+The server exposes a REST API (with interactive Swagger docs at `/docs`) plus WebSocket endpoints. Resources include:
 
 - **Devices** — CRUD, discovery, validation, state, metrics
-- **Capture Templates** — Screen capture configurations
-- **Picture Sources** — Screen capture stream definitions
-- **Picture Targets** — LED target management, start/stop processing
-- **Post-Processing Templates** — Filter pipeline configurations
-- **Color Strip Sources** — Audio, pattern, composite, mapped sources
-- **Audio Sources** — Multichannel and mono audio device configuration
-- **Pattern Templates** — Effect pattern definitions
-- **Value Sources** — Dynamic brightness/value providers
-- **Key Colors Targets** — KC targets with WebSocket live color stream
-- **Profiles** — Condition-based automation profiles
+- **Capture Templates** & **Picture Sources** — screen capture configuration and stream definitions
+- **Output Targets** — LED target management, start/stop processing, live color stream
+- **Post-Processing Templates** — filter pipeline configurations
+- **Color Strip Sources**, **Pattern Templates**, **Gradients** — color generation
+- **Audio Sources / Templates / Filters** — audio capture and reactive processing
+- **Value Sources**, **Weather Sources**, **Scene Presets** — dynamic parameters and presets
+- **Automations**, **Webhooks**, **HTTP Endpoints**, **Game Integration** — triggers and rules
+- **MQTT** & **Home Assistant** — broker sources and HA integration
 
-All endpoints require API key authentication via `X-API-Key` header or `?token=` query parameter.
+Authentication uses a Bearer token (`Authorization: Bearer <api-key>`) when API keys are configured; loopback requests are anonymous by default. WebSocket connections authenticate via a first-message handshake.
 
 See [docs/API.md](docs/API.md) for the full reference.
 
@@ -253,16 +264,16 @@ ruff check src/ tests/
 Optional extras:
 
 ```bash
-pip install -e ".[perf]"     # High-performance capture engines (Windows)
-pip install -e ".[camera]"   # Webcam capture via OpenCV
+pip install -e ".[perf]"            # High-performance capture engines (Windows: DXCam, BetterCam, WGC)
+pip install -e ".[notifications]"   # OS notification capture (WinRT / dbus)
+pip install -e ".[scrcpy]"          # Capture from an Android phone via scrcpy
+pip install -e ".[ble]"             # Bluetooth LE LED controllers (desktop only)
 ```
 
+## Contributing
+
+Contributions are welcome. LedGrab is MIT-licensed, so you're free to fork, modify, and self-host. Please open an issue or pull request on the [repository](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab).
+
 ## License
 
-MIT — see [LICENSE](LICENSE).
-
-## Acknowledgments
-
-- [WLED](https://github.com/Aircoookie/WLED) — LED control firmware
-- [FastAPI](https://fastapi.tiangolo.com/) — Python web framework
-- [MSS](https://python-mss.readthedocs.io/) — Cross-platform screen capture
+MIT — see [LICENSE](LICENSE). Free and open source.

RELEASE_NOTES.md

@@ -1,167 +1,100 @@
-## v0.7.0 (2026-05-26)
+## v0.8.2 (2026-06-08)
 
-A device-support release: **seven new device families**, a unified **pairing UX**,
-a brand-new **HTTP-endpoint** output type, **multi-broker MQTT + Zigbee2MQTT**
-support, a major **shutdown / data-safety** fix, and a deep architectural
-refactor pass that landed registry patterns for every dispatch hot path.
+### User-facing changes
 
-### Features
+#### Features
 
-#### New device types
+##### WLED native realtime UDP output
+- New realtime UDP sink speaking WLED's **DRGB / DRGBW / DNRGB** protocols, with automatic revert to the device's prior state when streaming stops ([7728aec](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/7728aec))
 
-- **DDP** — standalone Open-Pixel-Control-style target for Pixelblaze / ESPixelStick / xLights / Falcon endpoints, port 4048 ([8f1140a](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/8f1140a))
-- **Yeelight** — Xiaomi/Yeelight bulbs and lightstrips over JSON-RPC on port 55443, SSDP discovery ([4b65005](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/4b65005))
-- **WiZ Connected** — Philips WiZ smart bulbs over UDP on port 38899, broadcast discovery ([ede627b](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ede627b))
-- **LIFX** — LIFX bulbs and lightstrips over the binary LIFX LAN protocol on port 56700 ([8f9d490](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/8f9d490))
-- **Govee LAN** — Govee Wi-Fi bulbs and ambient kits, multicast discovery (requires "LAN Control" enabled in the Govee Home app) ([887131d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/887131d))
-- **Open Pixel Control (OPC)** — Fadecandy boards, xLights/Falcon, OPC bridges, port 7890 with channel addressing ([31c6c3a](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/31c6c3a))
-- **Nanoleaf** — Light Panels / Canvas / Shapes / Lines / Elements over the documented HTTP REST API on port 16021 ([426484a](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/426484a))
+##### Automatic brightness limiting (ABL) / power budget
+- Per-LED power budgeting that caps total draw by scaling brightness to a configurable current/PSU limit, preventing brownouts on long strips ([ffee156](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ffee156))
 
-#### New output type
+##### Scene playlists
+- Scenes can be grouped into **playlists with timed auto-cycling**, so a target can rotate through looks on a schedule ([f71e10e](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f71e10e))
+- Playlist + cycling state is included in the aggregated `/snapshot` response ([abc204c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/abc204c))
 
-- **HTTP endpoint output target** — POST live strip frames to any user-configured HTTP endpoint, alongside WLED / MQTT / Hue. Full editor + storage + routes ([d6cc800](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/d6cc800))
+##### Auto edge-calibration + guided first-run setup wizard
+- Backend core for **automatic screen-edge calibration** ([0409cd8](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0409cd8)), a one-call setup scaffold with an onboarding flag ([9dcd76d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9dcd76d)), and a browser-driven calibration UI ([9550688](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9550688))
+- A **guided first-run setup wizard** ties it together for new installs ([81b1808](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/81b1808)), with all-provider source discovery and a spatial corner picker ([dd43f38](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/dd43f38))
 
-#### Pairing flow
+##### Region-of-interest (ROI) screen capture
+- Screen sampling can now be cropped to a **region of interest** instead of the whole display ([ca59546](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ca59546))
 
-- Generic **pairing UX scaffold** — 30-second SVG ring + countdown, instructions, retry/cancel. First concrete consumer is Nanoleaf; Tuya/Twinkly slot into the same shape later ([2f31680](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/2f31680))
+##### Built-in "look" presets
+- One-click looks: **Cinematic / Vivid / Cozy / Soft / Cool** ([e18d56c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/e18d56c))
 
-#### MQTT / Zigbee2MQTT
+##### Weekday + timezone scheduling
+- The time-of-day automation rule now supports **weekday selection and explicit timezones** ([1ada5ac](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/1ada5ac))
 
-- **Multi-broker MQTT** + new **Zigbee2MQTT light output target** sharing the HA-Light editor. Legacy single-broker YAML/env config auto-migrates to a "Default Broker" MQTTSource on startup ([530316c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/530316c))
+##### Value sources
+- New **sandboxed-Jinja template combinator** for composing value sources ([6de61b9](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6de61b9)) and optional normalization for magnitude sources ([669ae20](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/669ae20))
 
-#### Editor experience
+##### Visual graph editor
+- The editor is now a **full wiring control surface** ([2e51f46](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/2e51f46)), and you can **duplicate a selected subgraph** server-side ([15cfb82](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/15cfb82))
 
-- **Live preview** for color-strip sources of every type that can render without external calibration (audio, math_wave, weather, game_event, api_input, mapped, composite, processed) ([337984c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/337984c))
-- **Expanded automations** — new rule shapes + matching UI inputs + 285 lines of dispatch coverage ([3fe66d8](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/3fe66d8))
-- **Expanded value sources** — storage + schema + UI for the new value-source kinds the per-type factory refactor introduced ([737fd72](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/737fd72))
-- **Card icon picker expanded** from 44 → 120 icons across 5 new categories (weather, nature, controls, status, office) ([cdf7d94](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/cdf7d94))
-- **closeIfPristine** modal save-guard — editing an unchanged entity now silently closes the modal instead of firing a misleading "updated" toast ([f03cb30](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f03cb30))
-- New **MiniSelect** primitive for compact dropdowns that don't justify the full IconSelect grid; **IconSelect** gains a defence-in-depth XSS sanitiser on the icon channel ([9ff83bd](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9ff83bd), [507e138](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/507e138))
+##### Android on-device capture
+- **System audio playback capture** ([fd62db1](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/fd62db1)), **OS notification capture** via NotificationListenerService ([0be3f83](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0be3f83)), **webcam capture** via Camera2 ([4bf3fe6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/4bf3fe6)), and a **foreground-app automation condition** ([1c1bbe2](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/1c1bbe2))
 
-#### Updater
-
-- **SSRF-validated redirect chain** in the update service so a hostile mirror can't bounce the updater to a private IP. Stricter `restart.ps1` argument handling + clearer logs ([45d12b2](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/45d12b2))
-
-### Bug Fixes
-
-- **Survive PC restart** — SQLite was running WAL with `synchronous=NORMAL` and `Database.close()` was never called, so an unclean Windows shutdown rolled the DB back to the last checkpoint and silently lost recent edits. Now uses `synchronous=FULL` + `wal_autocheckpoint=100` + explicit `wal_checkpoint(TRUNCATE)` on close, and a hidden WM_QUERYENDSESSION / WM_ENDSESSION window keeps Windows from force-killing the process before the lifespan can finish ([e24f9d3](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/e24f9d3))
-- **Devices PATCH preserves URL** — PATCH-without-`url` (rename / icon-only) used to drop the address into the processor as None ([0dd8d43](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0dd8d43))
-- **HA Light brightness scale** — `_send_entity_color` was double-applying `brightness_scale` below 1 (quartered output for a half-scale) and skipping it above 1 (boost lost). Now one `clamp(max(r,g,b) * bs * vs, 0, 255)` pass with regression coverage ([ad84b60](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ad84b60))
-- **Dashboard "MODIFIED" badge** no longer fires retroactively on un-edited legacy layouts — `userModified` is now driven by actual edits, not deep-equal drift from defaults ([e4bf58d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/e4bf58d))
-- **Transport-bar uptime** repaints on `/health` response instead of waiting up to ~10 s for the next poll ([f1b0f0e](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f1b0f0e))
-- **Pre-merge device-support review pass** — `update_device` no longer double-encrypts secrets in memory; `GET /devices` strips paired-only secrets behind boolean flags; SSRF validation on every new driver; corrupt-envelope decrypt returns `""` instead of deleting the device row; `update_device` URL trim matches create; Govee discovery port-4002 collision serialised behind a module lock; Nanoleaf mDNS scan cleans up tasks on cancel; pair endpoint stops logging userinfo / exception bodies ([0e3ae78](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0e3ae78))
-- **value_source factory contract** — `_build_game_event` raises `NotImplementedError` (preserves the historical store contract) and `create_source` runs `build_source` before `_check_name_unique` so an invalid `source_type` raises the right error ([c1aa2eb](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/c1aa2eb))
-- **`utils/url_scheme` + `utils/net_classify`** were referenced but untracked on a clean checkout — server failed to start with `ModuleNotFoundError`. Now committed ([7736bc6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/7736bc6))
-
-### Performance
-
-- **Capture hot paths vectorised** — WGC swaps per-frame ~30 MB BGRA→RGB fancy-index allocations for `cv2.cvtColor` into a 3-slot pre-allocated pool; MSS uses `screenshot.raw + cv2.cvtColor` with 256-byte change-detection; DXcam/BetterCam fixes a silent name-mangling factory leak; dominant-colour reduction is ~10× faster via packed-RGB `np.bincount` ([f184ef0](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f184ef0))
-- **Event-driven frame hand-off** — `LiveStream` gains a `frame_id` + `Condition`, consumers wait instead of polling, ring buffer grows 3 → 5 slots, `_blend_u16` uses `cv2.addWeighted`. Up to one `frame_time` of glass-to-LED latency saved at matched FPS ([ee4fa81](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ee4fa81))
-- **WLED brightness threshold** caches per-frame `np.max` keyed on frame identity instead of reducing the LED array every loop ([6e4c1b6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6e4c1b6))
-- **Dashboard FPS charts** now diff target ids and only recreate added/removed/detached charts (skipping the history fetch when local samples already exist), and spark SVGs are mutated in place instead of `innerHTML`-rewritten every poll. Memoised patches/devices rendering by content signature so unchanged ticks no longer restart CSS animations ([f6486f9](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f6486f9))
+#### Bug Fixes
+- **Security:** removed an active **weak default API key** from the shipped config — fresh installs no longer ship with a guessable key. Set your own key on first run ([5686ae5](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/5686ae5))
+- Removed a broken legacy `/system/mqtt/settings` route ([fdc9201](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/fdc9201))
+- Scene brightness value-source changes now sync to the live processor immediately ([02e2ea3](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/02e2ea3))
+- Wizard hardening: scaffolded targets are registered with the ProcessorManager and the final review step is more robust ([6cd5e05](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6cd5e05))
+- Installer opens the WebUI only once after "Launch LedGrab" ([05cf121](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/05cf121))
 
 ---
 
 ### Development / Internal
 
-#### Architecture audit — registry patterns everywhere
+#### Backend / Storage
+- `clone()` is now gated behind an **opt-in allowlist**, with expanded duplicate-handling tests ([498854f](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/498854f))
 
-- **Color-strip stream dispatch** — `ColorStripStreamManager.acquire()` and `ws_stream._create_stream()` now share a `STREAM_BUILDERS` registry keyed by source type, with import-time coverage assertion against `_SOURCE_TYPE_MAP`. CSS response builder gets the same treatment ([563cbac](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/563cbac))
-- **Value-source create / update** — `ValueSourceStore.create_source` shrinks from ~260 → ~25 lines via per-type builder/applier functions in a new `storage.value_source_factories` module ([3b8f00e](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/3b8f00e))
-- **SystemMetricsValueStream** — three parallel `if/elif` chains collapse into a `MetricSpec(name, read_psutil, read_fallback, normalize, prime)` registry in `core.processing.metric_readers` ([9f3f346](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9f3f346))
-- **Automation engine** — per-rule-type bodies become `_handle_<kind>` methods, dispatch table built once at class-creation, unknown-type fallback logs instead of silently returning False ([98fb61d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/98fb61d))
-- **Effect renderer dispatch** — `@_effect_renderer("fire")` decorators + class-level `_RENDERERS` dict replace per-frame dict-rebuild + silent fire fallback ([97dae2c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/97dae2c))
-- **Output-target response builders** — `isinstance` ladder + silent fabricated-LED fallback replaced with `_TARGET_RESPONSE_BUILDERS` dict and a runtime `RuntimeError` for unknown subclasses ([2f15fbb](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/2f15fbb))
-- **Versioned data migrations** — replaces a naked `blob.replace(...)` migration with `storage.data_migrations.MigrationRunner` backed by a `data_migrations` audit table and atomic transactions ([563cbac](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/563cbac))
+#### Frontend
+- In-progress dashboard customization groundwork ([6180569](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6180569))
 
-#### Dedup / refactor
-
-- **Edge-to-LED kernels** in `PixelMapper` + `AdvancedPixelMapper` deduped into a shared `core.capture.edge_interpolation` module ([5fec8db](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/5fec8db))
-- **HA/Z2M `_swap_color_source`** unified behind a shared `light_target_helpers.swap_color_source` helper ([29bdacf](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/29bdacf))
-- **Single-pixel `_average_color`** lifted out of 6 LED drivers into `core.devices.pixel_reduce.average_color` ([cc87fba](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/cc87fba))
-- **Static → single rename** for the color-strip source kind. Storage keeps backward-compatible serialisation ([826e680](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/826e680))
-- **Bindable types** extracted into `types/bindable.ts`; the wider `types.ts` god-module split is staged for a follow-up frontend sprint ([05f73ee](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/05f73ee))
-- **WebSocket auth** — 11 `except Exception` sites around handshake replaced with a narrow `_WS_SEND_BENIGN_EXC` tuple; receive path adds explicit observability ([ea7ee88](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ea7ee88))
-- **Backend hardening bundle** — MQTT task tracking + drain resilience, credential encryption with auto-migration, devices watcher task tracking, WLED scheme inference at boundaries, streaming-upload caps, `asyncio.gather(return_exceptions=True)` on broadcast loops, WebSocket Origin allow-list, `/docs` auth-gate ([898912f](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/898912f))
-- **Frontend infra** — inbound-event allowlist mirroring the server side, `closeIfPristine` adoption across editors, MiniSelect markup for filter pickers ([ddae571](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ddae571))
-- **PEP-604 union sweep** — `ruff --select UP007,UP045 --fix` converted ~1760 sites from `Optional[T]` / `Union[X, Y]` to `T | None` / `X | Y`. Hooks bumped to ruff v0.15.12 to recognise UP045 ([888f8fd](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/888f8fd))
-- **Typed window globals** — 59 `(window as any).foo` sites across 19 feature modules switched to typed `window.foo` against `global-types.d.ts` ([0035172](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0035172))
-- **Processing magic numbers** lifted to named module constants so tests can monkeypatch them ([d38021f](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/d38021f))
-- **`Database.ensure_open()`** — module-level singleton reopens cleanly across lifespan cycles, fixing 65 spurious `sqlite3.ProgrammingError` setup failures on Windows pytest aggregate runs ([f591e25](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f591e25))
+#### Docs
+- Actualized README + API reference with embedded screenshots ([12b40e6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/12b40e6)), graph-editor wiring-control roadmap ([d505388](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/d505388)), Android audio-capture design notes ([4b2e8fc](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/4b2e8fc)); removed stale ANDROID-REVIEW planning docs ([9960f15](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9960f15))
 
 #### Tests
-
-- WLED URL scheme integration + IPv6 regression coverage ([907bdaf](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/907bdaf))
-- Lifespan reopen invariants on `Database` ([f591e25](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f591e25))
-- Hundreds of new tests covering every registry / factory / migration introduced above
-
-#### Tooling / docs
-
-- `.vex.toml` makes vex the project's primary code-search backend with auto-update + semantic embeddings ([06273ba](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/06273ba))
-- `REVIEW_TODO.md` captures audit items deliberately deferred; `TODO.md` records the architecture-audit remainder ([06273ba](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/06273ba), [628c6b2](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/628c6b2))
-- Locale + CLAUDE.md upkeep alongside the new features ([fd46c51](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/fd46c51), [48dbdb9](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/48dbdb9), [17684af](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/17684af), [390d2b4](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/390d2b4))
+- Large new suites for calibration solver/session (incl. adversarial), setup & scene-playlist routes, playlist engine, and ROI capture. Full suite: **2149 passing, 2 skipped**
 
 ---
 
 <details>
-<summary>All Commits (55)</summary>
+<summary>All Commits (31)</summary>
 
-| Hash | Message |
-|------|---------|
-| [f591e25](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f591e25) | fix(storage/database): reopen connection on lifespan restart |
-| [f6486f9](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f6486f9) | perf(dashboard): diff FPS charts + cache spark SVG nodes; i18n perf strings |
-| [48dbdb9](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/48dbdb9) | docs(review-todo): check off items addressed in 2026-05-23 autonomous pass |
-| [0035172](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0035172) | refactor(types): migrate (window as any) statics to typed window globals |
-| [888f8fd](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/888f8fd) | refactor(types): PEP-604 union sweep + UP007/UP045 enforcement |
-| [ea7ee88](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ea7ee88) | refactor(api/auth): narrow WS exception catches + observability log |
-| [d38021f](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/d38021f) | refactor(processing): hot-path magic numbers -> named module constants |
-| [507e138](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/507e138) | feat(ui/icon-select): defence-in-depth XSS sanitiser on icon channel |
-| [907bdaf](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/907bdaf) | test(url-scheme): WLED route-level integration + IPv6 regression |
-| [0dd8d43](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0dd8d43) | fix(devices): preserve existing URL on PATCH-without-url |
-| [fd46c51](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/fd46c51) | docs: TODO + CLAUDE.md notes + locale keys for new features |
-| [ddae571](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ddae571) | chore(frontend-infra): inbound-event allowlist + storage/state touch-ups |
-| [898912f](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/898912f) | chore(backend): MQTT/WLED/devices/capture/utils + api routes hardening |
-| [45d12b2](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/45d12b2) | feat(update-service): SSRF-validated redirects + restart hardening |
-| [826e680](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/826e680) | refactor(color-strip): rename static -> single + frontend follow-through |
-| [737fd72](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/737fd72) | feat(value-sources): extend storage + schema + UI alongside new kinds |
-| [3fe66d8](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/3fe66d8) | feat(automations): expand automation rules + UI + engine coverage |
-| [f03cb30](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f03cb30) | feat(modal): closeIfPristine save-guard + per-editor adoption |
-| [9ff83bd](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9ff83bd) | feat(ui): MiniSelect primitive + IconSelect XSS hardening + typed globals |
-| [d6cc800](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/d6cc800) | feat(http-endpoints): introduce HTTP endpoint output target stack |
-| [06273ba](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/06273ba) | chore(tooling): vex semantic-search config + REVIEW_TODO backlog |
-| [628c6b2](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/628c6b2) | docs: capture architecture-audit remainder for follow-up sessions |
-| [2f15fbb](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/2f15fbb) | refactor(output-targets): registry + coverage assertion for response builders |
-| [c1aa2eb](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/c1aa2eb) | fix(value-source): preserve store contract for game_event + error precedence |
-| [3b8f00e](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/3b8f00e) | refactor(value-source): per-type factories for create / update dispatch |
-| [05f73ee](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/05f73ee) | refactor(types): extract bindable primitives into types/bindable.ts (H6 partial) |
-| [9f3f346](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9f3f346) | refactor(value-source): MetricSpec registry for SystemMetricsValueStream |
-| [98fb61d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/98fb61d) | refactor(automations): rule dispatch via class-level handler table |
-| [5fec8db](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/5fec8db) | refactor(capture): lift duplicated edge-to-LED kernels into shared module |
-| [97dae2c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/97dae2c) | refactor(processing): replace inline effect dispatch with @_effect_renderer registry |
-| [29bdacf](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/29bdacf) | refactor(processing): dedupe HA/Z2M _swap_color_source via shared helper |
-| [563cbac](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/563cbac) | refactor(storage,processing): kind registries + versioned data migrations |
-| [e24f9d3](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/e24f9d3) | fix(shutdown): survive PC restart with WAL fsync + Win32 session-end guard |
-| [e4bf58d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/e4bf58d) | fix(dashboard): stop showing perpetual MODIFIED for un-edited legacy layouts |
-| [f1b0f0e](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f1b0f0e) | fix(ui): repaint transport-bar uptime as soon as /health responds |
-| [17684af](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/17684af) | docs: record review-fix pass in TODO.md |
-| [0e3ae78](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0e3ae78) | fix(devices): address pre-merge review findings |
-| [7736bc6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/7736bc6) | fix(utils): commit url_scheme + net_classify dependencies |
-| [390d2b4](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/390d2b4) | docs: mark expand-device-support branch ready for merge |
-| [cc87fba](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/cc87fba) | refactor(devices): extract _average_color to pixel_reduce |
-| [426484a](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/426484a) | feat(devices): Nanoleaf OpenAPI target type + first pair-flow user |
-| [2f31680](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/2f31680) | feat(devices): pairing-UX scaffold (Phase 2) |
-| [31c6c3a](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/31c6c3a) | feat(devices): Open Pixel Control (OPC) target type |
-| [887131d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/887131d) | feat(devices): Govee LAN target type |
-| [8f9d490](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/8f9d490) | feat(devices): LIFX LAN target type |
-| [ede627b](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ede627b) | feat(devices): WiZ Connected LAN target type |
-| [4b65005](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/4b65005) | feat(devices): Yeelight LAN target type |
-| [8f1140a](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/8f1140a) | feat(devices): standalone DDP target type |
-| [337984c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/337984c) | feat(color-strips): in-editor live preview for all viable source types |
-| [530316c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/530316c) | feat(mqtt): multi-broker MQTT + Zigbee2MQTT light target |
-| [6e4c1b6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6e4c1b6) | perf(wled): cache per-frame max-pixel for brightness threshold |
-| [ee4fa81](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ee4fa81) | perf(processing): event-driven frame hand-off and scheduling fixes |
-| [f184ef0](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f184ef0) | perf(capture): vectorize hot paths and fix engine bugs |
-| [ad84b60](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ad84b60) | fix(ha-light): apply brightness_scale once and respect boost multipliers |
-| [cdf7d94](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/cdf7d94) | feat(ui): expand card icon picker (44 -> 120 icons, +5 categories) |
+| Hash | Message | Author |
+| ---- | ------- | ------ |
+| [dd43f38](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/dd43f38) | fix(calibration-wizard): all-provider discovery + spatial corner picker | alexei.dolgolyov |
+| [6cd5e05](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6cd5e05) | fix(setup): register scaffolded target with ProcessorManager + final-review hardening | alexei.dolgolyov |
+| [81b1808](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/81b1808) | feat(onboarding): guided first-run setup wizard (phase 4, final) | alexei.dolgolyov |
+| [abc204c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/abc204c) | feat(snapshot): include scene playlists + cycling state in snapshot | alexei.dolgolyov |
+| [9550688](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9550688) | feat(calibration): browser-driven auto edge-calibration UI (phase 3) | alexei.dolgolyov |
+| [9dcd76d](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9dcd76d) | feat(setup): one-call setup scaffold + onboarding flag (phase 2) | alexei.dolgolyov |
+| [0409cd8](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0409cd8) | feat(calibration): auto edge-calibration backend core (phase 1) | alexei.dolgolyov |
+| [6180569](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6180569) | wip(dashboard): in-progress dashboard customization changes | alexei.dolgolyov |
+| [f71e10e](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/f71e10e) | feat(scenes): scene playlists with timed auto-cycling | alexei.dolgolyov |
+| [ca59546](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ca59546) | feat(capture): region-of-interest (ROI) crop for screen sampling | alexei.dolgolyov |
+| [1ada5ac](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/1ada5ac) | feat(automations): weekday + timezone scheduling for time-of-day rule | alexei.dolgolyov |
+| [e18d56c](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/e18d56c) | feat(processing): built-in 'look' presets (Cinematic/Vivid/Cozy/Soft/Cool) | alexei.dolgolyov |
+| [7728aec](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/7728aec) | feat(wled): native realtime UDP output (DRGB/DRGBW/DNRGB) with auto-revert | alexei.dolgolyov |
+| [ffee156](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/ffee156) | feat(targets): automatic brightness limiting (ABL) / per-LED power budget | alexei.dolgolyov |
+| [02e2ea3](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/02e2ea3) | fix(scenes): sync brightness value-source change to live processor | alexei.dolgolyov |
+| [fdc9201](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/fdc9201) | fix(api): remove broken legacy /system/mqtt/settings route | alexei.dolgolyov |
+| [5686ae5](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/5686ae5) | fix(security): remove active weak default API key from shipped config | alexei.dolgolyov |
+| [9960f15](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/9960f15) | docs(android): remove ANDROID-REVIEW planning/review docs | alexei.dolgolyov |
+| [1c1bbe2](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/1c1bbe2) | feat(android): foreground-app automation condition | alexei.dolgolyov |
+| [4bf3fe6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/4bf3fe6) | feat(android): on-device webcam capture via Camera2 (AndroidCameraEngine) | alexei.dolgolyov |
+| [0be3f83](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/0be3f83) | feat(android): on-device OS notification capture (NotificationListenerService) | alexei.dolgolyov |
+| [4b2e8fc](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/4b2e8fc) | docs(android): add audio-capture design + missing-functionality review | alexei.dolgolyov |
+| [fd62db1](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/fd62db1) | feat(audio): Android on-device system playback capture | alexei.dolgolyov |
+| [669ae20](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/669ae20) | feat(value-sources): optional normalization for magnitude sources | alexei.dolgolyov |
+| [6de61b9](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/6de61b9) | feat(value-sources): add sandboxed-Jinja template combinator | alexei.dolgolyov |
+| [12b40e6](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/12b40e6) | docs: actualize README and API reference, embed screenshots | alexei.dolgolyov |
+| [498854f](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/498854f) | refactor(storage): gate clone() behind an opt-in allowlist; expand duplicate tests | alexei.dolgolyov |
+| [15cfb82](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/15cfb82) | feat(graph): duplicate a selected subgraph server-side | alexei.dolgolyov |
+| [2e51f46](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/2e51f46) | feat(graph): make the visual editor a full wiring control surface | alexei.dolgolyov |
+| [05cf121](https://git.dolgolyov-family.by/alexei.dolgolyov/ledgrab/commit/05cf121) | fix(installer): open WebUI once after "Launch LedGrab" | alexei.dolgolyov |
 
 </details>

REVIEW_RECONCILE_NOTES.md

@@ -0,0 +1,249 @@
+# Dashboard Reconciliation — Review Notes
+
+*Captured 2026-05-26. Session focused on dashboard + perf-card flicker and per-poll re-rendering.*
+
+*Updated 2026-05-27 — widened the audit beyond the two poll timers and found a **second driver** (server push) plus the **highest-blast-radius site** (`entity-events.ts`). Added §3.5, corrected the "out of scope" reasoning in §5, and confirmed the decision: **commit to the Lit migration**. Implementation deferred — this is still a planning doc, not a spec.*
+
+This is a thinking-aloud document for whoever picks up reconciliation work next (likely me). It captures the bug class, what's already shipped, what's still latent, the decision ladder we walked through, and the recommendation we landed on. It is **not** a spec — treat any code shown as illustrative.
+
+---
+
+## 1. The bug class in one sentence
+
+> Every place a data-driven render — a poll timer **or** a server-pushed `server:*` event — writes `el.innerHTML = ...`, the existing DOM is torn down — even when the new HTML equals the old — which restarts CSS animations, drops focus, skips transitions, and burns wasted DOM mutation cycles.
+
+The symptom only becomes visually loud when the destroyed subtree contains a CSS keyframe animation (e.g. the pulsing `.perf-patches-empty-dot`). Everywhere else the cost is silent: lost transitions, broken focus, wasted layout work. The bug is **load-bearing in the architecture**, not in any single call site — that's why we keep coming back to it.
+
+---
+
+## 2. What landed in commit `f6486f9` (this session)
+
+Tactical work — solves the worst cases, does not change the architecture.
+
+### `server/src/ledgrab/static/js/features/dashboard.ts`
+- Collapsed the two fast-path branches into one. Fast path runs when `structureUnchanged && !forceFullRender` regardless of `running.length`. Previously, **zero running targets meant every poll rebuilt the entire dashboard** even when nothing changed.
+- `_lastSyncClockIds` no longer fingerprints `is_running` — pausing/resuming a clock no longer tears down every card. `_updateSyncClocksInPlace` already handles the toggle.
+- `_updateAutomationsInPlace` now called from the unified fast path. Automation badges were silently going stale on the fast path.
+- `_initFpsCharts` rewritten diff-based: only destroy charts for ids that left or whose canvas was detached by a DOM swap; only create for new ids; only fetch `/api/metrics/history` when there are genuinely new ids needing seed data.
+- Sync-clock pause/resume/reset callers + `server:automation_state_changed` SSE handler now use `loadDashboard()` (no force) — `forceFullRender` is now actually load-bearing, meaning "settings changed, full rebuild required."
+
+### `server/src/ledgrab/static/js/features/perf-charts.ts`
+- `_renderChartSvg` no longer rewrites `innerHTML` per poll. The SVG skeleton (ref line + sys area/line + app line) is built once via `_ensureSparkNodes` and mutated thereafter. WeakMap cache (`_sparkNodeCache`) keyed by host element avoids the per-tick `querySelector` cost.
+- Hidden cards (env-disabled GPU/Temp) skip render entirely.
+- `_fetchPerformance` switched to `fetchWithAuth`.
+- Hardcoded English strings replaced with `t()` calls. New keys: `perf.no_captures`, `perf.captures_count.{one,few,many,other}`, `perf.ratio_of_requested`, `perf.total_count`, `perf.skipped_per_sec`, `perf.tip.now`, `perf.tip.ago` (en/ru/zh).
+- Tooltip reads `dashboardPollInterval` per mousemove tick (was captured at bind time).
+- Dead `<defs><linearGradient>` block removed.
+- `updateTotalCaptureFpsActual` now delegates to `_paintCaptureFpsActualValue` — single code path.
+- `updateActivePatches` / `updateDevices` skip the `innerHTML` write when content signature hasn't changed. This is the direct fix for the "READY TO LAUNCH flickers every update" report — the empty-state dot's CSS pulse no longer resets.
+- Two missing semicolons in `_seedAggregateHistories` (ASI was saving us).
+
+### Reviewer findings addressed (typescript-reviewer pass)
+- **HIGH:** `_metricLabel` was looking up `dashboard.perf.${key}` but the FPS family uses `dashboard.perf.total_fps`, `total_capture_fps`, `total_capture_fps_actual`. Tooltip would have shouted `FPS` / `CAPTURE_FPS` / `CAPTURE_FPS_ACTUAL`. Fixed via explicit `METRIC_LABEL_KEYS` map.
+- **HIGH:** `_ensureSparkNodes` silently coerced `null` children to non-null when the SVG existed but a child was missing. Hardened to validate all four children and rebuild if any are missing.
+
+---
+
+## 3. Hot spots still latent
+
+These are the call sites where `innerHTML` is still written every poll. None are flickering today (no CSS animations on their inner elements), but every one is the same bug shape and will bite the next time someone adds a keyframe / transition / focus target inside.
+
+### `perf-charts.ts`
+
+| Line | Site | Fires per poll? | Notes |
+|------|------|-----------------|-------|
+| 462  | `updateActivePatches` → `listEl.innerHTML` | yes | guarded by signature compare (✓) |
+| 493  | `updateTotalFps` → `valEl.innerHTML` | yes | FPS value, no inner animation |
+| 526  | `updateTotalCaptureFps` → `valEl.innerHTML` | yes | same |
+| 638  | `_paintNetworkValue` → `valEl.innerHTML` | yes | bytes/s value |
+| 655  | `_paintDeviceLatencyValue` → `valEl.innerHTML` (no-devices hint) | yes | hint span |
+| 657  | `_paintDeviceLatencyValue` → `valEl.innerHTML` (offline hint) | yes | hint span |
+| 660  | `_paintDeviceLatencyValue` → `valEl.innerHTML` (ms value) | yes | value |
+| 676  | `_paintSendTimingValue` → `valEl.innerHTML` (idle hint) | yes | hint span |
+| 679  | `_paintSendTimingValue` → `valEl.innerHTML` (ms value) | yes | value |
+| 738  | `_paintErrorsValue` → `valEl.innerHTML` | yes | rate value |
+| 806  | `updateDevices` → `dotsEl.innerHTML` | yes | guarded by signature compare (✓) |
+| 1086 | `_renderValuePair` → `mainEl.innerHTML = appVal` | yes | dual sys/app value |
+| 1088 | `_renderValuePair` → `mainEl.innerHTML = sysVal` | yes | dual sys/app value |
+| 1094 | `_renderValuePair` → `tagEl.innerHTML` (App tag) | mode='both' only | App tag in `both` mode |
+| 1181 | `_applyPerfDataToDom` temp hint | only when cpu_temp_hint_key changes | rare |
+| 1449 | `_paintFpsValue` | seed only | once per init |
+| 1456 | `_paintCaptureFpsValue` | seed only | once per init |
+| 1463 | `_paintCaptureFpsActualValue` (no-captures hint) | yes via live updater | now goes through painter |
+| 1469 | `_paintCaptureFpsActualValue` (value) | yes via live updater | same |
+| 1499 | `_paintErrorsValue` (duplicate of 738) | seed only | once per init |
+| 1823 | tooltip `tip.innerHTML` | per mousemove | rate-limited by hover only |
+
+### `dashboard.ts`
+
+| Line | Site | Fires per poll? | Notes |
+|------|------|-----------------|-------|
+| 275  | `_updateRunningMetrics` → `fpsEl.innerHTML` | per running target | live FPS pill — visible churn |
+| 293  | `_updateRunningMetrics` → `labelEl.innerHTML` (errors label) | per running target | rebuilt each poll |
+| 340  | `_updateAutomationsInPlace` → `btn.innerHTML` | only on enable/disable change | low frequency |
+| 366  | `_updateSyncClocksInPlace` → `btn.innerHTML` | per poll for every clock | wasteful |
+| 975  | `loadDashboard` first-load → `container.innerHTML` | once per init | fine |
+| 989  | `loadDashboard` slow path → `dynamic.innerHTML = dynamicHtml` | only when slow path fires | the **big** swap, scoped already |
+| 1010 | `loadDashboard` error path | rare | fine |
+| 1416 | `subscribeDashboardLayout` clear | rare | fine |
+
+### What this list tells us
+
+- The remaining innerHTML writes are **per-cell value updates** that paint formatted spans (`{value}<span class="perf-fps-unit">fps</span>`). Each rewrite destroys two text nodes + a span every poll across ~10 cells. Not flickering today; will flicker the moment anyone adds an animation to `.perf-fps-unit` or `.perf-fps-ceiling`.
+- The pattern can be killed without architectural change by splitting these into a stable structure (number text node + static unit span) and only updating `textContent` of the number. That's what L3 / Lit would force naturally.
+
+---
+
+## 3.5 Beyond dashboard/perf — push-driven reconciliation
+
+*Added 2026-05-27. The §3 audit was scoped to the two poll timers we were debugging. Widening the `\.innerHTML\s*=` search showed the bug class has a **second driver** and lives outside dashboard/perf too.*
+
+### Two drivers, not one
+
+The teardown is triggered by anything that re-renders **without user intent**:
+
+- **Poll timers** (`setInterval`) — what §2/§3 covered (`dashboard.ts` `_uptimeTimer` + main refresh, `perf-charts.ts` `_pollTimer`).
+- **Server-pushed `server:*` events** — `core/events-ws.ts` turns each WS message into a `server:*` CustomEvent; feature modules listen and re-render through the *same* `innerHTML` paths.
+
+So the one-line bug class in §1 reads "poll- **or** push-driven," not just poll.
+
+### Genuinely-affected sites outside dashboard/perf
+
+| Site | Driver | Shape | Notes |
+| ---- | ------ | ----- | ----- |
+| `core/entity-events.ts` `_invalidateAndReload` | push (`server:entity_changed`, `server:device_health_changed`) | full-**tab** rebuild via `loadTargetsTab` / `loadPictureSources` / `loadAutomations` / `loadIntegrations` | **highest blast radius.** A single pushed entity change tears down and rebuilds an entire tab — losing scroll, focus, open inline editors, restarting card-enter animations. |
+| `features/game-integration.ts` event feed (`_eventMonitorTimer`) | poll (2 s) | `feed.innerHTML = events.slice(0,20).map(...)` | full 20-item list rebuild every 2 s while the panel is open. |
+| `features/game-integration.ts` connection test (`_connectionTestTimer`) | poll | `panel.innerHTML = …` per tick | transient, low frequency. |
+
+`entity-events.ts` already has the **L1 floor applied by hand**: a 600 ms debounce plus a diff check (`oldData === newData`, then length + `id` + `updated_at` compare) that skips the reload when nothing changed. That kills the *no-op* case — but a **real** change still does the full-tab teardown. This is exactly the §4-L1 limitation ("still tears down when content *does* differ"), live across the whole app.
+
+### Counter-examples that already do it right
+
+Two poll loops never flicker because they mutate `textContent` on a **stable structure** instead of rewriting `innerHTML`:
+
+- `core/api.ts` `loadServerInfo` (connection-check poll) — `versionEl.textContent` / `statusEl.textContent`.
+- `features/color-strips/test.ts` FPS sampler (1 s) — `valueEl.textContent` / `avgEl.textContent`.
+
+These are live proof that "stable structure + mutate text node" is the fix — i.e. what L3 / Lit force by construction.
+
+### What this changes about the plan
+
+The §4 ladder was reasoned entirely around **per-cell** rendering, because that was the visible flicker. The push-driven finding surfaces a second, qualitatively different problem:
+
+- **Problem A — cell value churn:** every poll, one value span. Loud only with animations. *Mostly fixed in `f6486f9`.* → wants `setText` / skip-if-unchanged.
+- **Problem B — list/tab teardown:** on change/push, an entire list or tab. Loses scroll/focus/open editors. *Unaddressed.* `entity-events.ts` and the game feed are Problem B. → wants **keyed list reconciliation**.
+
+Problem B is a **list-level** concern, not a cell-level one. In Lit terms it maps to a keyed `repeat()` directive over the tab/list body — the dashboard-card work in Phase 2 already needs this, but `entity-events.ts` needs it for tabs that §5 used to list as "out of scope." This does **not** change the chosen direction (Lit); it adds `entity-events.ts` as a first-class, high-priority target.
+
+---
+
+## 4. Decision ladder
+
+Walked through with the user 2026-05-26. Captured here so we don't re-litigate.
+
+### L1 — drop-in `setInnerHtmlIfChanged` helper
+- **Shape:** `WeakMap<Element, string>` cache; replace every `el.innerHTML = x` with `setInnerHtmlIfChanged(el, x)`.
+- **Wins:** stops the no-change rewrites globally; zero behavior risk; ~30 call-site changes.
+- **Misses:** still tears down DOM when content *does* differ (e.g. FPS row values change every tick); doesn't preserve focus/transition state inside a list.
+- **Verdict:** floor, not ceiling. Worth doing for cells that don't get migrated to L3/Lit.
+
+### L2 — lint guard
+- **Shape:** pre-commit script greps `\.innerHTML\s*=` in `static/js/` outside an allowlist, fails the commit.
+- **Wins:** keeps the discipline; cheap.
+- **Misses:** only useful as a pair with L1+; bare guard with no helper makes contributors angry.
+- **Verdict:** pair with whatever helper we land on.
+
+### L3 — hand-rolled cell-component pattern
+- **Shape:** `defineCell({ html, refs, mount, update, unmount })` + `reconcileList(host, items, binding)` + `setText/setClass/setAttr` mutators. ~150–300 lines of runtime.
+- **Wins:** correct by construction; no dependencies; explicit about what mutates; composes with existing customize panel / color picker.
+- **Misses:** we own the abstraction — it grows over time as we need transitions, async data, focus, devtools, error boundaries. Death by a thousand features.
+- **Verdict:** second-best. Strong contender if zero-deps is a hard constraint.
+
+### Lit migration of polling modules — **recommended**
+- **Shape:** convert each perf cell + each dashboard card cell to a Lit web component. Use `html\`<span>${value}</span>\`` tagged-template + targeted diff. ~5KB gzip added to bundle, no new build step (esbuild handles it).
+- **Wins:** solves the bug class by design; maintained by Google + community; web-components-based so no framework lock-in; composes with vanilla DOM trivially; mental model is close to current template-string idiom; non-polling code can stay vanilla forever.
+- **Misses:** introduces a dependency; contributors learn one more thing; rare edge cases (`@html`-equivalent exists and reintroduces the bug if misused).
+- **Verdict:** best ceiling-to-cost ratio for a small team. Recommended.
+
+### Full framework rewrite (React / Vue / Solid)
+- **Verdict:** overkill. The bug class lives in polling paths; the rest of the app is fine. Spending the migration budget on rebuilding IconSelect / EntitySelect / modals / customize panel / graph editor — none of which are broken — is a bad trade.
+
+---
+
+## 5. Recommendation
+
+**Lit for the polling-heavy modules.**
+
+Migration plan:
+
+### Phase 0 — spike (2-hour time-box)
+- Convert `patches` cell to a Lit component, end to end.
+- Verify it plays nicely with: color picker integration, customize panel layout reorder, `rerenderPerfGrid` reconciliation, `setPerfMode` toggle, hidden-by-env state, the spark tooltip handler.
+- If any of those break in an unfixable way → pivot to L3.
+- If they work → commit to the migration.
+
+### Phase 1 — perf-charts cells
+1. `patches` (already spiked)
+2. `devices`
+3. `fps` / `capture_fps` / `capture_fps_actual` (share a sparkline base class)
+4. `cpu` / `ram` / `gpu` / `temp` (share `_sparkCardHtml` template family)
+5. `network` / `device_latency` / `send_timing` / `errors`
+
+Each is its own PR, dashboard stays working at every step. `renderPerfSection` becomes a registry of Lit components; `rerenderPerfGrid` becomes "reorder existing elements in the grid" (which it mostly already does).
+
+### Phase 2 — dashboard card cells
+6. Output target cards (running variant — biggest payoff, has live FPS + uptime + errors)
+7. Output target cards (stopped variant)
+8. Sync clock cards
+9. Automation cards
+10. Integration (HA / MQTT) cards
+
+These get bigger wins from the migration because they have nested mutable state (FPS pill, errors cell, health dot, action button) that's currently rebuilt per poll via the `_updateRunningMetrics` path.
+
+### Highest-impact: `entity-events.ts` tab reconciliation (sequence early)
+
+`entity-events.ts` (§3.5) is the single highest-blast-radius site and is **not** on the dashboard — it re-renders the Targets / Integrations / Automations tabs on server push. Whether or not those tabs' cells become Lit components, the loader path (`loadTargetsTab` / `loadIntegrations` / `loadAutomations`) should switch from a full `innerHTML` rebuild to a **keyed list reconcile** (a Lit `repeat()` over the tab body). This preserves scroll / focus / open inline editors across pushes. If the goal is "biggest UX win first" rather than "lowest-risk first," sequence this ahead of Phase 2.
+
+### Phase 3 — stopgap helper for the rest
+Add `setInnerHtmlIfChanged` and apply to any remaining vanilla polling sites we don't plan to migrate. Add the L2 lint guard at this point — by now everything that polls is either Lit-managed or uses the helper.
+
+### Out of scope (deliberately) — with one correction (2026-05-27)
+
+- Targets tab, automations editor, integrations, scene presets — these render on-demand, **but they are ALSO re-rendered on server push** via `entity-events.ts` (see §3.5). The original claim that "the bug class doesn't bite them" was **wrong**: a pushed `server:entity_changed` does a full-tab `innerHTML` teardown. The *editor / on-demand views* can stay vanilla, but the **list/tab render that entity-events triggers needs reconciliation** (a keyed list diff) regardless of whether those cells become Lit components. Treat the entity-events reload path as **in-scope** — it is the highest-blast-radius Problem B site.
+- Color strips editor, graph editor, settings — genuinely on-demand, no push re-render path, stay vanilla.
+- Transport bar cells (CPU/Mem chip in the top bar) — read from the same perf payload, can be migrated opportunistically but not urgent.
+
+---
+
+## 6. Open questions to settle before committing
+
+These came up during the discussion and weren't resolved:
+
+1. **Bundle-size budget.** Is +5KB acceptable? Current bundle is 2.7MB so this is noise — but worth confirming there isn't a strict cap (e.g. for slow networks / Android Chaquopy embed).
+2. **Contributor model.** If the project will grow to multiple contributors, Lit's smaller community vs React's is a recruiting tradeoff. Currently solo-ish, so probably moot.
+3. **Android TV target.** Chaquopy embed serves the same bundle. Lit works fine in any modern browser — Android TV WebView is Chromium-based. Should be a no-op but verify in Phase 0 spike.
+4. **Long-term framework intent.** If there's a chance we ever migrate to React/Vue/Solid for the rest of the app, doing Lit now is *not* lock-in (web components are standard), but it does add a second mental model. Probably fine; just naming the tradeoff.
+5. **Customize panel.** The drag-reorder code in `dashboard-customize.ts` mutates `.dashboard-section` DOM directly. Lit components reorder cleanly via `moveBefore` / `insertBefore` since they're just elements, but the dnd library needs to treat them as opaque drag handles. Phase 0 spike should confirm.
+
+---
+
+## 7. Pointers
+
+- Source files most relevant:
+  - `server/src/ledgrab/static/js/features/dashboard.ts`
+  - `server/src/ledgrab/static/js/features/perf-charts.ts`
+  - `server/src/ledgrab/static/js/features/dashboard-layout.ts` (cell ordering + visibility)
+  - `server/src/ledgrab/static/js/features/dashboard-customize.ts` (drag-reorder UI)
+  - `server/src/ledgrab/static/js/core/card-modes.ts` (mode toggle that hangs off section headers)
+  - `server/src/ledgrab/static/js/core/entity-events.ts` (push-driven tab reloads — §3.5, highest blast radius)
+  - `server/src/ledgrab/static/js/core/events-ws.ts` (WS → `server:*` CustomEvent dispatch)
+  - `server/src/ledgrab/static/js/features/game-integration.ts` (2 s event-feed list rebuild — §3.5)
+- Most recent reconciliation commit: `f6486f9`.
+- Related skill files in `~/.claude/skills/`: `frontend-patterns`, `documentation-lookup` (for Lit docs via Context7).
+- Locale convention: `perf.*` for cross-card primitives, `dashboard.perf.*` for cell titles.
+
+---
+
+## 8. If this doc gets stale
+
+If you read this and the perf cells are already Lit components — delete this file. If you read this and there's a new flicker / focus / transition bug nobody can explain — search for `\.innerHTML\s*=` in `static/js/features/` **and `static/js/core/`** (`entity-events` lives in core) and you've probably found it. For *state loss on a server event* (scroll jump, focus drop, an inline editor closing itself), look at the `server:*` listeners in `core/entity-events.ts` first.

TODO.md

@@ -201,9 +201,19 @@ caller off the legacy path, then delete it.
 - [x] Field on `device_config.MQTTConfig`
 - [x] `MQTTLEDClient` acquires runtime in `connect()`, releases in `close()`
 - [x] Provider threads `mqtt_manager` via `ProviderDeps`
-- [ ] Device editor: MQTT source picker shown for `device_type=mqtt` *(UI still
-      pending — backend accepts the field, but the device-create form doesn't
-      expose it yet)*
+- [x] Device editor: MQTT source picker shown for `device_type=mqtt`. Turned
+      out the API layer was *also* missing it (the TODO's "backend accepts the
+      field" was wrong — `mqtt_source_id` lived in `device_store` +
+      `device_config.MQTTConfig` but was dropped by `DeviceCreate/Update/Response`
+      and the routes). Added: schema fields + route threading + referenced-source
+      validation (`_validate_mqtt_source_exists`, mirrors output_targets) +
+      `except HTTPException: raise` guard in `update_device` (it was masking its
+      own 4xx as 500). Frontend: broker `EntitySelect` (reusing `mqttSourcesCache`)
+      in both the add-device (`device-discovery.ts`) and settings
+      (`devices.ts`) modals — shown for `device_type=mqtt`, wired into
+      load/save/validate/dirty-check/clone. Empty = "first available broker".
+      4 regression tests in `test_devices_routes.py::TestMqttSourceId`; full
+      suite 1567 passing; en/ru/zh keys added.
 
 ### Phase 5 — `AutomationEngine`
 
@@ -213,8 +223,11 @@ caller off the legacy path, then delete it.
 ### Phase 6 — `api/routes/system.py`
 
 - [x] Replace integration status with `mqtt_manager.get_all_sources_status()`
-- [ ] Update frontend dashboard payload (MQTT widget now expects a list of
-      sources instead of a single `enabled`/`connected` pair — surface in UI)
+- [x] Update frontend dashboard payload (MQTT widget now expects a list of
+      sources instead of a single `enabled`/`connected` pair — surface in UI).
+      Done: `dashboard.ts` `_renderMQTTIntegrationCard` renders one card per
+      `mqttStatus.connections` entry; `_updateIntegrationsInPlace` iterates the
+      list.
 
 ### Phase 7 — Startup migration
 
@@ -980,3 +993,123 @@ After phase 1 the codebase will have 3 fresh examples of "ping the LAN, listen f
       - LOW: Nanoleaf `.port` property added; pair-then-create E2E test
         added.
       - Tests: 1379 pass (+21 regression tests).
+
+## Graph editor — "full control of wiring via graph" (in progress)
+
+Goal: make the visual graph a first-class wiring control surface, not just a
+viewer. Driven by the ULTRA-DEEP review (findings A1–A5, B1–B6, C1–C6, D1–D6).
+
+### Done (NOT yet committed — awaiting review/commit)
+
+- [x] **A1** Undo/redo wired to connect/detach/move (was dead code); inverse ops
+      throw on failure so the stack can't silently desync.
+- [x] **A2** Manual node layout persists to `localStorage` (`graph_node_positions`),
+      cleared on relayout.
+- [x] **A3** Scene-preset disambiguation — deactivation scene now reachable via a
+      field picker (was always picking the first match).
+- [x] **B6** Edge field labels (revealed on zoom ≥ 0.9).
+- [x] **C3** Health overlay — broken refs (referrer exists, target missing),
+      dependency cycles, orphans; node warning badges + an issues toolbar button.
+- [x] **D1** `GET /api/v1/graph/schema` — authoritative connectable-field registry
+      (`api/graph_schema.py`, pure + unit-tested).
+- [x] **D2** `GET /api/v1/graph` (nodes+edges+validation) and
+      `GET /api/v1/graph/dependents/{kind}/{id}`.
+- [x] **D4** `POST /api/v1/graph/validate-connection` — existence + source-kind +
+      cycle pre-flight; frontend validates before every write (fails open if the
+      endpoint is unreachable). List/double-nested fields rejected.
+- [x] **B2** Drop-on-node connect — empty top-level slots are now wireable (drop a
+      source onto any compatible node body, not just an existing port).
+- [x] **C4** Overwrite-occupied-slot confirm + delete-with-dependents warning
+      (single delete only; bulk keeps the batch confirm).
+- [x] **D5** Create-and-connect — drag a port onto empty canvas → pick a compatible
+      new entity kind → it's created and auto-wired (kind-scoped watcher).
+- [x] **D6 (read-only half)** "Export graph (JSON)" toolbar action.
+- [x] Custom per-entity `icon` + `icon_color` now render on graph nodes (parity
+      with custom node colours; fallback to kind/subtype glyph).
+- [x] **B1** Edit single-level **BindableFloat** value slots from the graph
+      (`brightness`, `smoothing`, `intensity`, `scale`, `speed`, … on
+      color_strip_source; `brightness`/`transition` on output_target). Subtype-safe
+      (only offers slots the target entity actually has). Writes the partial
+      `{ <slot>: { source_id } }` payload → backend `Bindable*.apply_update` merges,
+      preserving the static value. Verified data-safe (no `from_raw`/value-reset path).
+- [x] Render the two functional value-source references `buildGraph` was missing —
+      `value_source.value_source_id` (gradient_map → inner value source) and
+      `value_source.color_strip_source_id` (css_extract → strip). Both are runtime-
+      resolved and already drag-editable; now visible/detachable in the graph.
+- [x] **B4 foundation:** backend schema now authoritative about graph-editability
+      (`is_editable()` + `editable` flag in `/graph/schema`); `validate-connection`
+      hardened to reject non-editable fields (colour/list/double-nested), not just lists.
+- [x] **B4 drift guard + gap fixes:** `checkSchemaDrift()` (graph-connections.ts) warns
+      once if the frontend `CONNECTION_MAP` editable set diverges from `/graph/schema`
+      (the automated "10-step checklist"). Surfacing it found 3 real gaps; fixed 2:
+      `color_strip_source.input_source_id` + `processing_template_id` are now drag-editable
+      (processed-strip wiring; `apply_update` is partial-safe). The 3rd —
+      `device.default_css_processing_template_id` — is intentionally NOT drag-editable
+      (the device PUT route isn't partial-safe; a one-field PUT could null the URL) and is
+      in the drift-check exclude set. Also broadened `_availableMatches` to hide any slot
+      the target entity doesn't expose (subtype-accurate; refs are always-emitted so empty
+      slots stay wireable). Review also caught a **dead `output_target.picture_source_id`
+      slot** (no output target stores it — not a field/schema, never emitted) — removed
+      from both registries + `buildGraph`.
+- [x] **Comprehensive review pass (4 subagents: backend/frontend-core/orchestrator/security).**
+      Findings fixed:
+      - **CRITICAL (security):** `GET /api/v1/graph` leaked plaintext **webhook tokens**
+        (`asdict` recursed `Automation.rules[].token`, an auth-equivalent secret). Fixed with
+        **field-projection** — `serialize_entity_for_graph()` / `graph_field_roots()` project
+        each entity to only `{id, name, subtype, reference-roots}`; secrets can't survive.
+        Added a structural regression test asserting no projection root is secret-bearing for
+        any kind (drift-proof boundary) + a token-drop test.
+      - MEDIUM: added missing `value_source.clock_id` (AnimatedColorValueSource → sync_clock)
+        to the backend registry for topology/dependents completeness (drift-excluded on the
+        frontend — value-source PUT needs a `source_type` discriminator, so it's editor-only).
+      - MEDIUM/LOW: `CSS.escape` on the markIssues id selector; grouped/clarified
+        `_DRIFT_EXCLUDE`; fixed the stale `_availableMatches` JSDoc; documented the
+        `checkSchemaDrift` forward-reference. Orchestrator + frontend-core + security: APPROVE.
+- Verification: `npm --prefix server run typecheck` + `run build` clean; ruff clean;
+  graph backend tests 35 pass; full backend suite green. ~8 code-review passes,
+  all CRITICAL/HIGH findings fixed.
+
+### Left to do (deferred)
+
+- [x] **BindableColor slots** — CHECKED, decision: keep read-only (won't fix).
+      Value sources are scalar-only (`ValueStream.get_value() -> float`) and every
+      colour consumer (`color_strip/single.py`, `effect_stream.py`) reads the static
+      RGB via `bcolor()`, ignoring `source_id`. So a value_source cannot drive a
+      colour — wiring `color`/`color_peak`/… would be a dead binding. Documented in
+      `api/graph_schema.py` next to the BindableColor entries. (Would only become
+      viable if a colour-producing value-source type is added.)
+- [~] **B4 — delete the frontend `CONNECTION_MAP` duplication.**
+      - [x] **Foundation done:** the backend schema now carries an authoritative
+        `editable` flag per field (`is_editable()` in `api/graph_schema.py`, mirroring
+        the frontend `_isEditable`: top-level refs + single-level BindableFloat slots;
+        NOT colour/list/double-nested). `validate-connection` is hardened to reject any
+        non-editable field (was list-only). `editable` is surfaced in `/graph/schema`.
+      - [ ] **Remaining (the refactor):** frontend fetches `/graph/schema` on load and
+        derives connection metadata + edges from it (port the `extract_refs` dot-path/list
+        grammar to TS), keeping only a tiny `kind → {endpoint, cache}` write-routing table;
+        then delete the field-level `CONNECTION_MAP` + the `buildGraph` edge loops
+        (graph-connections.ts / graph-layout.ts). Removes the 10-step sync checklist in
+        `contexts/graph-editor.md`. **A backend apply-write endpoint is NOT required** —
+        keep the proven per-entity PUT. Risk: regressing drag-connect/bindable; keep a
+        dev drift-check (frontend editable set vs `/graph/schema`) during the transition.
+        Note: frontend `CONNECTION_MAP` also has inert `ha_source_id`/`gradient_id` entries
+        (no graph node kind) — drop them, the backend schema already omits them.
+- [ ] **D6 — blueprint import/instantiate.** Export exists; the apply half (serialize
+      a selected subgraph's topology + entities, re-import with id remapping, conflict
+      handling) is large and data-integrity-sensitive (see Data Migration Policy in
+      CLAUDE.md). Scope as its own feature.
+- [ ] **List-slot editing** (composite `layers[]`, mapped `zones[]`, scene preset
+      `targets[]`) — needs an element index in the write + validate paths
+      (`validate_connection` currently rejects list fields). Edit via entity modal
+      for now.
+
+### Notes / decisions
+
+- The backend `CONNECTION_SCHEMA` (`api/graph_schema.py`) is the authoritative
+  superset; it already declares the bindable + list + value_source-chain edges. The
+  frontend `CONNECTION_MAP` still owns write-routing (endpoint/cache) — that's the
+  only reason it survives (see B4).
+- Bindable edges render dashed (`.graph-edge-nested`) but ARE editable — the dashed
+  style intentionally distinguishes value bindings from structural edges.
+- `validate-connection` and `dependents` fail **open/safe** on the frontend so the
+  graph keeps working against an older server without these endpoints.

android/app/build.gradle.kts

@@ -30,23 +30,39 @@ val ledgrabVersionCode: Int = run {
 
 android {
     namespace = "com.ledgrab.android"
-    compileSdk = 34
+    // SDK 35 (Android 15) — required for Play Store from Aug 2025 onward.
+    compileSdk = 35
 
     defaultConfig {
         applicationId = "com.ledgrab.android"
         minSdk = 24          // Android 7.0 — covers nearly all TV boxes
-        targetSdk = 34
+        targetSdk = 35
         // Derived from git commit count (or ANDROID_VERSION_CODE env var
         // in CI).  See ledgrabVersionCode above.  Was stuck at 1 before —
         // sideload updates silently refused to install.
         versionCode = ledgrabVersionCode
-        versionName = "0.7.0"
+        versionName = "0.8.2"
 
+        // ABI selection. Detect armeabi-v7a wheel presence and opt the
+        // ABI in only when the matching pydantic-core wheel is on disk —
+        // otherwise Chaquopy would fail the build searching for it. The
+        // build script (build-scripts/build-pydantic-core.sh) is the
+        // source of truth for which ABIs we *can* ship.
+        val v7Wheel = file("$rootDir/wheels").listFiles().orEmpty()
+            .any { it.name.startsWith("pydantic_core-") && it.name.contains("armeabi_v7a") }
+        val ledgrabAbis = buildList {
+            add("arm64-v8a")
+            add("x86_64")
+            add("x86")
+            if (v7Wheel) add("armeabi-v7a")
+        }
         ndk {
-            // All three ABIs: arm64-v8a (real TV hardware), x86_64 (modern
-            // emulators), x86 (legacy emulators). Wheels in android/wheels/
-            // must be kept in sync — see build-scripts/build-pydantic-core.sh.
-            abiFilters += listOf("arm64-v8a", "x86_64", "x86")
+            // arm64-v8a is the primary target (real TV hardware).
+            // x86_64/x86 cover emulators.
+            // armeabi-v7a is opt-in: many pre-2018 Mecool/X96/H96 TV boxes
+            // still ship 32-bit ARMv7 — when a wheel exists in wheels/ we
+            // automatically include the ABI in builds.
+            abiFilters += ledgrabAbis
         }
     }
 
@@ -54,9 +70,12 @@ android {
     // Each split contains only one native ABI's shared libraries + wheels.
     splits {
         abi {
+            val v7Wheel = file("$rootDir/wheels").listFiles().orEmpty()
+                .any { it.name.startsWith("pydantic_core-") && it.name.contains("armeabi_v7a") }
             isEnable = true
             reset()
             include("arm64-v8a", "x86_64", "x86")
+            if (v7Wheel) include("armeabi-v7a")
             isUniversalApk = true  // also produce a fat APK for sideloading
         }
     }
@@ -96,10 +115,21 @@ android {
                 getDefaultProguardFile("proguard-android-optimize.txt"),
                 "proguard-rules.pro",
             )
-            signingConfig = if (hasCiSigning) {
-                signingConfigs.getByName("release")
-            } else {
-                signingConfigs.getByName("debug")
+            // Refuse to silently sign release APKs with the debug
+            // keystore — that's how a debug-signed release accidentally
+            // ships. CI must provide all four signing env vars. If a
+            // local "release" build is genuinely intended for testing,
+            // set ANDROID_ALLOW_DEBUG_SIGNED_RELEASE=1 to opt out.
+            val allowDebugSigned =
+                System.getenv("ANDROID_ALLOW_DEBUG_SIGNED_RELEASE") == "1"
+            signingConfig = when {
+                hasCiSigning -> signingConfigs.getByName("release")
+                allowDebugSigned -> signingConfigs.getByName("debug")
+                else -> throw GradleException(
+                    "Release builds require signing env vars " +
+                        "(ANDROID_KEYSTORE_PATH/PASSWORD, ANDROID_KEY_ALIAS/PASSWORD). " +
+                        "Set ANDROID_ALLOW_DEBUG_SIGNED_RELEASE=1 to force a debug-signed release."
+                )
             }
         }
     }
@@ -175,6 +205,9 @@ dependencies {
     implementation("androidx.lifecycle:lifecycle-service:2.8.7")
     implementation("androidx.lifecycle:lifecycle-runtime-ktx:2.8.7")
     implementation("org.jetbrains.kotlinx:kotlinx-coroutines-android:1.8.1")
+    // SplashScreen API — keeps a friendly logo on screen while Chaquopy
+    // unpacks the Python stdlib on first launch (can take 1-3s).
+    implementation("androidx.core:core-splashscreen:1.0.1")
     // QR code generation for displaying server URL on TV
     implementation("com.google.zxing:core:3.5.3")
     // USB-serial drivers (CH340, CP2102, FTDI, Prolific, CDC-ACM) for

android/app/src/main/AndroidManifest.xml

@@ -26,13 +26,57 @@
     <uses-permission android:name="android.permission.ACCESS_NETWORK_STATE" />
     <uses-permission android:name="android.permission.ACCESS_WIFI_STATE" />
 
-    <!-- MediaProjection requires a foreground service -->
+    <!-- Foreground service permissions.
+         FOREGROUND_SERVICE_MEDIA_PROJECTION: required on API 34+ for the
+         MediaProjection capture path.
+         FOREGROUND_SERVICE_SPECIAL_USE: required on API 34+ for the root
+         screenrecord capture path (it doesn't use MediaProjection).
+         Both are declared because the service may run in either mode. -->
     <uses-permission android:name="android.permission.FOREGROUND_SERVICE" />
     <uses-permission android:name="android.permission.FOREGROUND_SERVICE_MEDIA_PROJECTION" />
+    <uses-permission android:name="android.permission.FOREGROUND_SERVICE_SPECIAL_USE" />
+    <!-- FOREGROUND_SERVICE_CAMERA (API 34+): required to keep camera access while
+         the app is backgrounded during on-device webcam capture. The service is
+         promoted with the `camera` FGS type ONLY when CAMERA is already granted
+         (see CaptureService.onStartCommand) — unlike audio playback capture (which
+         rides the MediaProjection token under the mediaProjection type), the camera
+         has no such coupling and needs its own FGS type to survive backgrounding. -->
+    <uses-permission android:name="android.permission.FOREGROUND_SERVICE_CAMERA" />
 
     <!-- POST_NOTIFICATIONS for Android 13+ foreground service notification -->
     <uses-permission android:name="android.permission.POST_NOTIFICATIONS" />
 
+    <!-- RECORD_AUDIO for on-device system-playback capture (AudioPlaybackCapture,
+         API 29+) feeding audio-reactive lighting. Runtime "dangerous" permission,
+         requested in MainActivity; capture degrades gracefully when denied.
+         Playback capture runs under the existing mediaProjection FGS type, so no
+         FOREGROUND_SERVICE_MICROPHONE / microphone FGS type is needed (that would
+         only be required if the mic-fallback path ran inside the service). -->
+    <uses-permission android:name="android.permission.RECORD_AUDIO" />
+
+    <!-- CAMERA for on-device webcam capture (Camera2). Runtime "dangerous"
+         permission, requested in MainActivity gated on FEATURE_CAMERA_ANY so
+         camera-less TV boxes never see the prompt; capture degrades gracefully
+         when denied. The camera is opened ON DEMAND (only while a camera
+         capture source is active). To keep capturing after the app is
+         backgrounded, the service is promoted with the `camera` FGS type
+         (FOREGROUND_SERVICE_CAMERA above) — but only when CAMERA is already
+         granted, so a camera-less / not-yet-granted box never risks a failed
+         service start. -->
+    <uses-permission android:name="android.permission.CAMERA" />
+
+    <!-- PACKAGE_USAGE_STATS — read the foreground app for the "Application"
+         automation rule (foreground app -> activate scene) via UsageStatsManager.
+         A special-access permission: it can't be granted at runtime; the user
+         toggles it under Settings > Usage access (opened from MainActivity).
+         tools:ignore="ProtectedPermissions" silences the build warning that this
+         is a system/signature-level permission — it is honoured as a user-grantable
+         special access. NO QUERY_ALL_PACKAGES is needed: matching only compares the
+         foreground package NAME, and the app picker uses LauncherApps. -->
+    <uses-permission
+        android:name="android.permission.PACKAGE_USAGE_STATS"
+        tools:ignore="ProtectedPermissions" />
+
     <!-- Autostart on boot — BootReceiver spawns CaptureService in root
          mode so capture resumes without the user touching the remote. -->
     <uses-permission android:name="android.permission.RECEIVE_BOOT_COMPLETED" />
@@ -57,30 +101,70 @@
         android:name="android.hardware.usb.host"
         android:required="false" />
 
+    <!-- Camera hardware — for on-device webcam capture. required=false so
+         camera-less TV boxes (the common case) still install; the camera
+         engine simply reports no displays on such devices. camera.any covers
+         built-in (front/back) and external/USB-UVC cameras the platform
+         routes through Camera2. -->
+    <uses-feature
+        android:name="android.hardware.camera.any"
+        android:required="false" />
+
     <application
         android:name=".LedGrabApp"
         android:allowBackup="false"
+        android:enableOnBackInvokedCallback="true"
         android:icon="@mipmap/ic_launcher"
         android:label="@string/app_name"
-        android:banner="@drawable/ic_launcher"
+        android:banner="@drawable/banner_tv"
         android:networkSecurityConfig="@xml/network_security_config"
         android:theme="@style/Theme.LedGrab">
 
-        <!-- TV launcher activity -->
+        <!-- TV launcher activity.  Boots through the SplashScreen theme so
+             the (sometimes multi-second) Chaquopy stdlib unpack doesn't
+             show as a black screen on first launch. -->
         <activity
             android:name=".MainActivity"
-            android:exported="true">
+            android:exported="true"
+            android:theme="@style/Theme.LedGrab.Splash">
             <intent-filter>
                 <action android:name="android.intent.action.MAIN" />
                 <category android:name="android.intent.category.LEANBACK_LAUNCHER" />
             </intent-filter>
         </activity>
 
-        <!-- Foreground service for screen capture + Python server -->
+        <!-- Foreground service for screen capture + Python server.
+             Declares BOTH mediaProjection AND specialUse: only one is
+             active at a time but Android needs to see the union of
+             possible types up-front so it doesn't kill the service when
+             we promote it with a different type at runtime.
+             FOREGROUND_SERVICE_TYPE_SPECIAL_USE on API 34+ requires the
+             PROPERTY_SPECIAL_USE_FGS_SUBTYPE rationale below. -->
         <service
             android:name=".CaptureService"
-            android:foregroundServiceType="mediaProjection"
-            android:exported="false" />
+            android:foregroundServiceType="mediaProjection|specialUse|camera"
+            android:exported="false">
+            <property
+                android:name="android.app.PROPERTY_SPECIAL_USE_FGS_SUBTYPE"
+                android:value="Root-mode screen capture for ambient LED sync. Uses /system/bin/screenrecord on rooted devices to avoid MediaProjection's persistent capture indicator overlay, which is required for the always-on ambient-lighting use case." />
+        </service>
+
+        <!-- Notification capture — a NotificationListenerService bound by
+             system_server. exported="true" is REQUIRED here (the system binds
+             it cross-process) and intentionally diverges from CaptureService
+             (exported="false"); access is gated by the system-held
+             BIND_NOTIFICATION_LISTENER_SERVICE permission, so no new
+             <uses-permission> is needed. The user grants access via
+             Settings > Notification access (opened from MainActivity). -->
+        <service
+            android:name=".LedGrabNotificationListener"
+            android:label="@string/notification_listener_label"
+            android:exported="true"
+            android:permission="android.permission.BIND_NOTIFICATION_LISTENER_SERVICE">
+            <intent-filter>
+                <action android:name="android.service.notification.NotificationListenerService" />
+            </intent-filter>
+        </service>
 
         <!-- Autostart — fires on device boot (and package replace).
              On rooted devices, launches CaptureService directly so capture

android/app/src/main/java/com/ledgrab/android/ApiKeyManager.kt

@@ -0,0 +1,98 @@
+package com.ledgrab.android
+
+import android.content.Context
+import android.util.Log
+import java.security.SecureRandom
+
+/**
+ * Persists the per-install API key for the embedded FastAPI server.
+ *
+ * The server's auth gate ([ledgrab.api.auth]) requires a Bearer token
+ * for any non-loopback request when ``auth.api_keys`` is configured.
+ * Without a key, LAN clients (phone, laptop) get 401 — which is the
+ * server's secure default but breaks the QR-scan workflow.
+ *
+ * This class generates one key per install (random 32-byte → 64-char
+ * hex), persists it to SharedPreferences, and exposes it to:
+ *  - [PythonBridge] which sets ``LEDGRAB_AUTH__API_KEYS=android:<key>``
+ *    before uvicorn starts.
+ *  - [MainActivity] which embeds the key as a URL fragment
+ *    (``http://ip:port/#k=<key>``) in the QR. Fragments are never sent
+ *    to the server in HTTP requests, so the key doesn't appear in
+ *    access logs.
+ */
+class ApiKeyManager(context: Context) {
+
+    private val prefs = context.applicationContext
+        .getSharedPreferences(PREFS_NAME, Context.MODE_PRIVATE)
+
+    // Once we've materialised a key in this process, cache it so
+    // subsequent reads don't hit prefs and don't risk re-checking
+    // length under contention.
+    @Volatile private var cached: String? = null
+    private val lock = Any()
+
+    /** Persistent random API key, generated lazily on first access. */
+    val apiKey: String
+        get() = getOrCreateKey()
+
+    /** Force a new key. Useful if a user thinks the QR was photographed. */
+    fun rotate(): String {
+        synchronized(lock) {
+            val next = generateKey()
+            // apply() is fine for rotation — by definition the user
+            // initiated this and will see the new QR; the worst case
+            // on crash is they need to re-rotate.
+            prefs.edit().putString(KEY_API_KEY, next).apply()
+            cached = next
+            Log.i(TAG, "Rotated API key")
+            return next
+        }
+    }
+
+    private fun getOrCreateKey(): String {
+        cached?.let { return it }
+        synchronized(lock) {
+            // Double-checked under the lock.
+            cached?.let { return it }
+            val existing = prefs.getString(KEY_API_KEY, null)
+            if (existing != null && existing.length >= MIN_KEY_LENGTH) {
+                cached = existing
+                return existing
+            }
+            val generated = generateKey()
+            // commit() (synchronous disk write) on the FIRST write so
+            // the key is durable before MainActivity encodes it into a
+            // QR. If the process is killed between QR display and the
+            // async write landing, the user's phone would scan a key
+            // the server never learned about. Subsequent rotates can
+            // safely use apply().
+            prefs.edit().putString(KEY_API_KEY, generated).commit()
+            cached = generated
+            Log.i(TAG, "Generated new API key (length=${generated.length})")
+            return generated
+        }
+    }
+
+    private fun generateKey(): String {
+        val bytes = ByteArray(KEY_BYTES)
+        SecureRandom().nextBytes(bytes)
+        // Hex-encode so the key survives copy/paste, URL fragments, env
+        // vars, and YAML config without escaping concerns. Mask to 0xff
+        // first — Kotlin's Byte is signed, and `%02x` on a negative
+        // Byte sign-extends to an 8-char hex string ("ffffffff" instead
+        // of "ff"), which would produce an invalid key.
+        return bytes.joinToString("") { "%02x".format(it.toInt() and 0xff) }
+    }
+
+    companion object {
+        private const val TAG = "ApiKeyManager"
+        private const val PREFS_NAME = "ledgrab_auth"
+        private const val KEY_API_KEY = "api_key"
+        private const val KEY_BYTES = 32
+        private const val MIN_KEY_LENGTH = 32
+
+        /** Label used as the LEDGRAB_AUTH__API_KEYS map key. */
+        const val LABEL = "android"
+    }
+}

android/app/src/main/java/com/ledgrab/android/AudioCapture.kt

@@ -0,0 +1,234 @@
+package com.ledgrab.android
+
+import android.annotation.SuppressLint
+import android.media.AudioAttributes
+import android.media.AudioFormat
+import android.media.AudioPlaybackCaptureConfiguration
+import android.media.AudioRecord
+import android.media.MediaRecorder
+import android.media.projection.MediaProjection
+import android.os.Build
+import android.util.Log
+import java.nio.ByteBuffer
+import java.nio.ByteOrder
+
+/**
+ * Captures audio with [AudioRecord] and pushes interleaved float32 PCM to
+ * the LedGrab Python server via [PythonBridge], where the
+ * `android_audio_engine` feeds it into the unchanged audio-analysis
+ * pipeline.
+ *
+ * Two sources:
+ *  - [start] — system playback capture via `AudioPlaybackCapture` (API 29+),
+ *    reusing the same [MediaProjection] token the app already holds for
+ *    screen capture. This is the primary path on the consent flow.
+ *  - [startMic] — microphone fallback (`AudioSource.MIC`) for paths with no
+ *    MediaProjection (root mode) or API < 29.
+ *
+ * Mirrors [ScreenCapture]'s shape: a dedicated capture thread, a single
+ * reusable cross-JNI buffer (no per-block allocation → no GC churn on
+ * low-end TV boxes), and graceful teardown in [stop].
+ *
+ * The capture format is negotiated by [AudioRecord]; the **actual**
+ * channel count and sample rate are read back and forwarded to
+ * `configureAudio` so the Python analyzer's interleaving matches the bytes
+ * we push (e.g. a stereo request that the device satisfies as mono).
+ */
+class AudioCapture(
+    private val projection: MediaProjection?,
+    private val bridge: PythonBridge,
+    private val sampleRate: Int = 48000,
+    private val channels: Int = 2,
+    private val chunkFrames: Int = 1024,
+) {
+    companion object {
+        private const val TAG = "AudioCapture"
+        private const val BYTES_PER_FLOAT = 4
+    }
+
+    private var audioRecord: AudioRecord? = null
+    private var captureThread: Thread? = null
+    @Volatile private var running = false
+
+    /**
+     * Start system playback capture (API 29+). Requires the app to hold
+     * RECORD_AUDIO and a valid [projection]. Returns true if capture began.
+     */
+    @SuppressLint("MissingPermission")
+    fun start(): Boolean {
+        if (running) return true
+        if (Build.VERSION.SDK_INT < Build.VERSION_CODES.Q) {
+            Log.i(TAG, "Playback capture needs API 29+; skipping (have ${Build.VERSION.SDK_INT})")
+            return false
+        }
+        val proj = projection
+        if (proj == null) {
+            Log.i(TAG, "No MediaProjection; playback capture unavailable")
+            return false
+        }
+
+        val config = AudioPlaybackCaptureConfiguration.Builder(proj)
+            .addMatchingUsage(AudioAttributes.USAGE_MEDIA)
+            .addMatchingUsage(AudioAttributes.USAGE_GAME)
+            .addMatchingUsage(AudioAttributes.USAGE_UNKNOWN)
+            .build()
+
+        val record = try {
+            AudioRecord.Builder()
+                .setAudioFormat(audioFormat())
+                .setBufferSizeInBytes(bufferBytes())
+                .setAudioPlaybackCaptureConfig(config)
+                .build()
+        } catch (e: Exception) {
+            Log.e(TAG, "Failed to build playback AudioRecord: ${e.message}")
+            return false
+        }
+        return begin(record, "playback")
+    }
+
+    /**
+     * Start microphone capture (fallback). Works on API 24+ and needs no
+     * MediaProjection. Requires RECORD_AUDIO. Returns true if capture began.
+     *
+     * ⚠️ SECURITY/POLICY: currently UNWIRED (no caller). Microphone capture is
+     * a materially different posture than playback capture — it records real
+     * room audio (bystander voices). Before wiring this into [CaptureService]:
+     *  - add FOREGROUND_SERVICE_MICROPHONE permission + the `microphone` FGS
+     *    type (on API 34+ the service is killed without it), and
+     *  - add the Play Store privacy disclosure for microphone use,
+     *  - re-trigger a security review.
+     * Do NOT call this from inside the foreground service without the above.
+     */
+    @SuppressLint("MissingPermission")
+    fun startMic(): Boolean {
+        if (running) return true
+        val record = try {
+            AudioRecord.Builder()
+                .setAudioSource(MediaRecorder.AudioSource.MIC)
+                .setAudioFormat(audioFormat())
+                .setBufferSizeInBytes(bufferBytes())
+                .build()
+        } catch (e: Exception) {
+            Log.e(TAG, "Failed to build mic AudioRecord: ${e.message}")
+            return false
+        }
+        return begin(record, "mic")
+    }
+
+    /** Stop capturing and release all resources. Idempotent. */
+    fun stop() {
+        running = false
+        // AudioRecord.stop() unblocks a pending READ_BLOCKING read within
+        // milliseconds, so the loop sees running=false and returns well inside
+        // the 500ms join window — release() below won't race a live read.
+        // (Mirrors ScreenCapture's bounded join.)
+        runCatching { audioRecord?.stop() }
+        captureThread?.let { runCatching { it.join(500) } }
+        captureThread = null
+        runCatching { audioRecord?.release() }
+        audioRecord = null
+        runCatching { bridge.shutdownAudio() }
+        Log.i(TAG, "Audio capture stopped")
+    }
+
+    // ── internals ──────────────────────────────────────────────────────
+
+    private fun begin(record: AudioRecord, mode: String): Boolean {
+        if (record.state != AudioRecord.STATE_INITIALIZED) {
+            Log.e(TAG, "AudioRecord ($mode) failed to initialize")
+            runCatching { record.release() }
+            return false
+        }
+        val actualChannels = record.channelCount.coerceAtLeast(1)
+        val actualRate = record.sampleRate
+
+        // Confirm recording actually started before reporting success —
+        // startRecording() can throw (exclusive-capture contention) or
+        // leave the record in a non-recording state, in which case read()
+        // would only ever return errors.
+        val started = runCatching { record.startRecording() }.isSuccess &&
+            record.recordingState == AudioRecord.RECORDSTATE_RECORDING
+        if (!started) {
+            Log.e(TAG, "AudioRecord ($mode) failed to start recording")
+            runCatching { record.release() }
+            return false
+        }
+
+        // Recording confirmed — tell Python the real negotiated format
+        // before frames flow, so the analyzer's channel/sample-rate match
+        // the interleaving we push.
+        bridge.configureAudio(actualRate, actualChannels, chunkFrames)
+
+        audioRecord = record
+        running = true
+        captureThread = Thread(
+            { captureLoop(record, actualChannels) },
+            "LedGrab-AudioCapture",
+        ).also { it.start() }
+        Log.i(TAG, "Audio capture started ($mode, sr=$actualRate ch=$actualChannels chunk=$chunkFrames)")
+        return true
+    }
+
+    /**
+     * Blocking read loop. Accumulates into fixed `chunkFrames * channels`
+     * float blocks and pushes only COMPLETE blocks — [AudioRecord.read]
+     * returns a variable count, so partial reads are stitched here rather
+     * than handed to Python as ragged chunks (the analyzer requires
+     * whole-frame, ≤ chunk-size blocks).
+     */
+    private fun captureLoop(record: AudioRecord, actualChannels: Int) {
+        val blockFloats = chunkFrames * actualChannels
+        val floatBuf = FloatArray(blockFloats)
+        // Reusable little-endian byte buffer — Python copies on push, so the
+        // same backing array is safe to overwrite next block. Default
+        // ByteBuffer order is BIG_ENDIAN, which would corrupt every sample;
+        // LITTLE_ENDIAN matches numpy's native float32 on all Android ABIs.
+        val byteBuf = ByteArray(blockFloats * BYTES_PER_FLOAT)
+        val floatView = ByteBuffer.wrap(byteBuf).order(ByteOrder.LITTLE_ENDIAN).asFloatBuffer()
+
+        var filled = 0
+        while (running) {
+            val n = record.read(floatBuf, filled, blockFloats - filled, AudioRecord.READ_BLOCKING)
+            if (n < 0) {
+                if (running) {
+                    // A negative read (e.g. ERROR_DEAD_OBJECT after an audio-route
+                    // change, ERROR_INVALID_OPERATION) means this AudioRecord is
+                    // finished. Deactivate the Python engine so is_available() stops
+                    // advertising a dead stream and the audio-reactive consumer isn't
+                    // left polling an empty queue forever. We're on the capture thread,
+                    // so we can't call stop() (it would self-join) — just flip running
+                    // and shut the engine down; onDestroy's stop() releases the record.
+                    Log.w(TAG, "AudioRecord.read error: $n — stopping audio capture")
+                    running = false
+                    runCatching { bridge.shutdownAudio() }
+                }
+                break
+            }
+            filled += n
+            if (filled < blockFloats) continue
+
+            floatView.clear()
+            floatView.put(floatBuf, 0, blockFloats)
+            bridge.pushAudio(byteBuf)
+            filled = 0
+        }
+    }
+
+    private fun channelMask(): Int =
+        if (channels >= 2) AudioFormat.CHANNEL_IN_STEREO else AudioFormat.CHANNEL_IN_MONO
+
+    private fun audioFormat(): AudioFormat =
+        AudioFormat.Builder()
+            .setEncoding(AudioFormat.ENCODING_PCM_FLOAT)
+            .setSampleRate(sampleRate)
+            .setChannelMask(channelMask())
+            .build()
+
+    private fun bufferBytes(): Int {
+        val minBuf = AudioRecord.getMinBufferSize(sampleRate, channelMask(), AudioFormat.ENCODING_PCM_FLOAT)
+        // A few blocks of headroom so a slow consumer doesn't overrun the
+        // hardware buffer between reads.
+        val want = chunkFrames * channels * BYTES_PER_FLOAT * 4
+        return if (minBuf > 0) maxOf(minBuf, want) else want
+    }
+}

android/app/src/main/java/com/ledgrab/android/CameraBridge.kt

@@ -0,0 +1,411 @@
+package com.ledgrab.android
+
+import android.Manifest
+import android.annotation.SuppressLint
+import android.content.Context
+import android.content.pm.PackageManager
+import android.graphics.ImageFormat
+import android.hardware.camera2.CameraCaptureSession
+import android.hardware.camera2.CameraCharacteristics
+import android.hardware.camera2.CameraDevice
+import android.hardware.camera2.CameraManager
+import android.media.Image
+import android.media.ImageReader
+import android.os.Handler
+import android.os.HandlerThread
+import android.os.SystemClock
+import android.util.Log
+import android.util.Size
+import android.view.Surface
+import com.chaquo.python.PyObject
+import com.chaquo.python.Python
+import kotlin.coroutines.resume
+import kotlin.coroutines.resumeWithException
+import kotlinx.coroutines.runBlocking
+import kotlinx.coroutines.suspendCancellableCoroutine
+import kotlinx.coroutines.withTimeout
+import org.json.JSONArray
+import org.json.JSONObject
+
+/**
+ * Android camera bridge exposed to the Python server via Chaquopy.
+ *
+ * Wraps the Camera2 API into synchronous, blocking calls that can be
+ * invoked from a Python thread (Chaquopy proxy threads are real OS
+ * threads).  The physical camera is opened **on demand** — Python's
+ * `android_camera_engine` calls [startCamera] when a capture stream
+ * initializes and [stopCamera] when it cleans up, so the camera-in-use
+ * indicator and battery cost are limited to actual use.
+ *
+ * Each captured frame is converted YUV_420_888 → RGB and pushed to the
+ * Python engine's `push_frame`, mirroring how [ScreenCapture] feeds
+ * `mediaprojection_engine`. Camera2 callbacks run on a private
+ * [HandlerThread] so they never touch the main looper.
+ *
+ * Python callers access the singleton via
+ *   `jclass("com.ledgrab.android.CameraBridge").INSTANCE` — see
+ *   `server/src/ledgrab/core/capture_engines/android_camera_engine.py`.
+ */
+object CameraBridge {
+    private const val TAG = "CameraBridge"
+    private const val ENGINE_MODULE = "ledgrab.core.capture_engines.android_camera_engine"
+    private const val OPEN_TIMEOUT_MS = 8_000L
+    private const val MAX_IMAGES = 2
+    private const val TARGET_FPS = 20
+    // "auto" capture size — balanced for ambient LED sampling (the LED
+    // pipeline downscales anyway), kept modest so the per-frame YUV→RGB
+    // conversion stays cheap on low-end TV boxes.
+    private const val DEFAULT_W = 1280
+    private const val DEFAULT_H = 720
+    private const val BYTES_PER_RGB = 3
+
+    @Volatile private var appContext: Context? = null
+
+    // Dedicated looper thread so Camera2 callbacks don't land on main.
+    private val camThread = HandlerThread("LedGrab-Camera").also { it.start() }
+    private val camHandler = Handler(camThread.looper)
+
+    // Active session state — guarded by [lock]. One camera at a time.
+    private val lock = Any()
+    private var cameraDevice: CameraDevice? = null
+    private var captureSession: CameraCaptureSession? = null
+    private var imageReader: ImageReader? = null
+    @Volatile private var running = false
+    private var activeIndex = -1
+
+    // Cached Python engine module handle for the per-frame push fast path.
+    @Volatile private var engineModule: PyObject? = null
+
+    // Reusable conversion buffers — sized once per session (output size is
+    // fixed for the session), reused to avoid per-frame GC churn on TV boxes.
+    private var rgbBuffer: ByteArray? = null
+    private var yBuf: ByteArray? = null
+    private var uBuf: ByteArray? = null
+    private var vBuf: ByteArray? = null
+
+    // Monotonic frame pacing (mirrors ScreenCapture's accumulator).
+    private val frameIntervalNanos = 1_000_000_000L / TARGET_FPS.coerceAtLeast(1)
+    private var nextFrameNanos = 0L
+
+    /** Called once from [LedGrabApp.onCreate] to bind the application context. */
+    @JvmStatic
+    fun init(context: Context) {
+        appContext = context.applicationContext
+    }
+
+    /**
+     * Enumerate cameras as a JSON array string the Python engine parses:
+     *   `[{"index":0,"name":"Back camera","facing":"back","cameraId":"0"}, ...]`
+     *
+     * Indices are stable (positional in [CameraManager.cameraIdList]) so
+     * Python's `display_index` maps 1:1 to [startCamera]'s `index`.
+     * Enumeration needs no CAMERA permission. Returns `[]` on any error.
+     */
+    @JvmStatic
+    fun listCameras(): String {
+        val arr = JSONArray()
+        val ctx = appContext
+        if (ctx == null) {
+            Log.w(TAG, "listCameras: context not bound (init not called)")
+            return arr.toString()
+        }
+        try {
+            val mgr = ctx.getSystemService(Context.CAMERA_SERVICE) as CameraManager
+            mgr.cameraIdList.forEachIndexed { idx, id ->
+                val facing = facingOf(mgr, id)
+                val name = when (facing) {
+                    "front" -> "Front camera"
+                    "back" -> "Back camera"
+                    "external" -> "External camera $idx"
+                    else -> "Camera $idx"
+                }
+                arr.put(
+                    JSONObject()
+                        .put("index", idx)
+                        .put("name", name)
+                        .put("facing", facing)
+                        .put("cameraId", id),
+                )
+            }
+        } catch (e: Exception) {
+            Log.w(TAG, "listCameras failed: ${e.message}")
+        }
+        return arr.toString()
+    }
+
+    /**
+     * Open camera [index] and start streaming RGB frames to Python.
+     * Blocks until the capture session is configured (or fails/times out).
+     *
+     * Returns false — without throwing across the JNI boundary — when the
+     * CAMERA permission is missing, the index is out of range, or the
+     * device/session fails to configure. Closes any previously-open camera
+     * first (one active at a time).
+     */
+    @SuppressLint("MissingPermission")
+    @JvmStatic
+    fun startCamera(index: Int, width: Int, height: Int): Boolean {
+        synchronized(lock) {
+            closeLocked()
+
+            val ctx = appContext ?: run {
+                Log.w(TAG, "startCamera: context not bound")
+                return false
+            }
+            if (ctx.checkSelfPermission(Manifest.permission.CAMERA)
+                != PackageManager.PERMISSION_GRANTED
+            ) {
+                Log.w(TAG, "startCamera: CAMERA permission not granted")
+                return false
+            }
+
+            val mgr = ctx.getSystemService(Context.CAMERA_SERVICE) as CameraManager
+            val ids = try {
+                mgr.cameraIdList
+            } catch (e: Exception) {
+                Log.w(TAG, "startCamera: cameraIdList failed: ${e.message}")
+                return false
+            }
+            if (index < 0 || index >= ids.size) {
+                Log.w(TAG, "startCamera: index $index out of range (${ids.size} cameras)")
+                return false
+            }
+            val cameraId = ids[index]
+            val size = chooseSize(mgr, cameraId, width, height) ?: run {
+                Log.w(TAG, "startCamera: no YUV output sizes for camera $index")
+                return false
+            }
+
+            val reader = ImageReader.newInstance(
+                size.width, size.height, ImageFormat.YUV_420_888, MAX_IMAGES,
+            )
+            // Size the conversion buffers once for this session.
+            rgbBuffer = ByteArray(size.width * size.height * BYTES_PER_RGB)
+            yBuf = null; uBuf = null; vBuf = null
+            nextFrameNanos = SystemClock.elapsedRealtimeNanos()
+            reader.setOnImageAvailableListener({ r -> onFrame(r) }, camHandler)
+
+            return try {
+                runBlocking {
+                    withTimeout(OPEN_TIMEOUT_MS) {
+                        // Publish each resource to its field as soon as it exists so
+                        // closeLocked() (in the catch) can release it if a LATER step
+                        // throws. Assigning only after setRepeatingRequest succeeds
+                        // would orphan the opened CameraDevice on a createSession /
+                        // setRepeatingRequest failure (camera stuck on; subsequent
+                        // opens fail with CAMERA_IN_USE).
+                        imageReader = reader
+                        val device = openCamera(mgr, cameraId)
+                        cameraDevice = device
+                        val session = createSession(device, reader.surface)
+                        captureSession = session
+                        val request = device.createCaptureRequest(CameraDevice.TEMPLATE_PREVIEW)
+                            .apply { addTarget(reader.surface) }
+                            .build()
+                        session.setRepeatingRequest(request, null, camHandler)
+                        activeIndex = index
+                        running = true
+                        Log.i(TAG, "Camera $index opened (${size.width}x${size.height} @ ${TARGET_FPS}fps)")
+                        true
+                    }
+                }
+            } catch (e: Exception) {
+                Log.e(TAG, "startCamera($index) failed: ${e.message}")
+                // imageReader/cameraDevice/captureSession are now whatever got
+                // assigned before the failure — closeLocked releases each exactly
+                // once (idempotent, runCatching-wrapped).
+                closeLocked()
+                false
+            }
+        }
+    }
+
+    /** Stop streaming and release the camera. Idempotent; safe if not started. */
+    @JvmStatic
+    fun stopCamera() {
+        synchronized(lock) { closeLocked() }
+        Log.i(TAG, "Camera stopped")
+    }
+
+    // ── internals ────────────────────────────────────────────────────────
+
+    private fun facingOf(mgr: CameraManager, id: String): String =
+        when (mgr.getCameraCharacteristics(id).get(CameraCharacteristics.LENS_FACING)) {
+            CameraCharacteristics.LENS_FACING_FRONT -> "front"
+            CameraCharacteristics.LENS_FACING_BACK -> "back"
+            CameraCharacteristics.LENS_FACING_EXTERNAL -> "external"
+            else -> "unknown"
+        }
+
+    /** Pick the supported YUV size closest in area to the request (or the
+     *  balanced default for `auto`/0). */
+    private fun chooseSize(mgr: CameraManager, cameraId: String, reqW: Int, reqH: Int): Size? {
+        val map = mgr.getCameraCharacteristics(cameraId)
+            .get(CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP) ?: return null
+        val sizes = map.getOutputSizes(ImageFormat.YUV_420_888)
+        if (sizes == null || sizes.isEmpty()) return null
+        val targetArea = (if (reqW > 0) reqW else DEFAULT_W).toLong() *
+            (if (reqH > 0) reqH else DEFAULT_H)
+        return sizes.minByOrNull { kotlin.math.abs(it.width.toLong() * it.height - targetArea) }
+    }
+
+    @SuppressLint("MissingPermission")
+    private suspend fun openCamera(mgr: CameraManager, cameraId: String): CameraDevice =
+        suspendCancellableCoroutine { cont ->
+            mgr.openCamera(cameraId, object : CameraDevice.StateCallback() {
+                override fun onOpened(device: CameraDevice) {
+                    if (cont.isActive) cont.resume(device) else device.close()
+                }
+
+                override fun onDisconnected(device: CameraDevice) {
+                    device.close()
+                    if (cont.isActive) cont.resumeWithException(IllegalStateException("camera disconnected"))
+                }
+
+                override fun onError(device: CameraDevice, error: Int) {
+                    device.close()
+                    if (cont.isActive) cont.resumeWithException(IllegalStateException("camera error $error"))
+                }
+            }, camHandler)
+        }
+
+    @Suppress("DEPRECATION")
+    private suspend fun createSession(device: CameraDevice, surface: Surface): CameraCaptureSession =
+        suspendCancellableCoroutine { cont ->
+            // createCaptureSession(List, callback, handler) is deprecated at
+            // API 30 but is the correct API down to minSdk 24 (the
+            // SessionConfiguration overload is API 28+).
+            device.createCaptureSession(
+                listOf(surface),
+                object : CameraCaptureSession.StateCallback() {
+                    override fun onConfigured(session: CameraCaptureSession) {
+                        if (cont.isActive) cont.resume(session)
+                    }
+
+                    override fun onConfigureFailed(session: CameraCaptureSession) {
+                        if (cont.isActive) cont.resumeWithException(IllegalStateException("session configure failed"))
+                    }
+                },
+                camHandler,
+            )
+        }
+
+    /** ImageReader callback — paced, converts YUV→RGB, pushes to Python. */
+    private fun onFrame(reader: ImageReader) {
+        if (!running) {
+            runCatching { reader.acquireLatestImage()?.close() }
+            return
+        }
+        val now = SystemClock.elapsedRealtimeNanos()
+        if (now < nextFrameNanos) {
+            runCatching { reader.acquireLatestImage()?.close() }
+            return
+        }
+        val image = runCatching { reader.acquireLatestImage() }.getOrNull() ?: return
+        try {
+            val w = image.width
+            val h = image.height
+            val out = ensureRgbBuffer(w * h * BYTES_PER_RGB)
+            yuv420ToRgb(image, out, w, h)
+            pushFrame(out, w, h)
+            nextFrameNanos += frameIntervalNanos
+            if (now - nextFrameNanos > frameIntervalNanos * 4) {
+                nextFrameNanos = now + frameIntervalNanos
+            }
+        } catch (e: Exception) {
+            Log.w(TAG, "frame processing error: ${e.message}")
+        } finally {
+            runCatching { image.close() }
+        }
+    }
+
+    private fun ensureRgbBuffer(size: Int): ByteArray {
+        val buf = rgbBuffer
+        if (buf != null && buf.size == size) return buf
+        return ByteArray(size).also { rgbBuffer = it }
+    }
+
+    /**
+     * Stride-aware YUV_420_888 → packed RGB (3 bytes/px) using BT.601
+     * fixed-point coefficients. Handles both planar and semi-planar
+     * (NV21-like, pixelStride 2) chroma layouts via the plane strides.
+     */
+    private fun yuv420ToRgb(image: Image, out: ByteArray, width: Int, height: Int) {
+        val planes = image.planes
+        val yPlane = planes[0]
+        val uPlane = planes[1]
+        val vPlane = planes[2]
+
+        val yRowStride = yPlane.rowStride
+        val yPixStride = yPlane.pixelStride
+        val uRowStride = uPlane.rowStride
+        val uPixStride = uPlane.pixelStride
+        val vRowStride = vPlane.rowStride
+        val vPixStride = vPlane.pixelStride
+
+        // Copy each plane to a reusable array for fast indexed access
+        // (ByteBuffer absolute-get per pixel is far slower).
+        val yByteBuf = yPlane.buffer
+        val uByteBuf = uPlane.buffer
+        val vByteBuf = vPlane.buffer
+        val yArr = ensurePlane(yBuf, yByteBuf.remaining()).also { yBuf = it }
+        val uArr = ensurePlane(uBuf, uByteBuf.remaining()).also { uBuf = it }
+        val vArr = ensurePlane(vBuf, vByteBuf.remaining()).also { vBuf = it }
+        yByteBuf.get(yArr, 0, yArr.size)
+        uByteBuf.get(uArr, 0, uArr.size)
+        vByteBuf.get(vArr, 0, vArr.size)
+
+        var o = 0
+        for (row in 0 until height) {
+            val yRowBase = row * yRowStride
+            val uvRow = row shr 1
+            val uRowBase = uvRow * uRowStride
+            val vRowBase = uvRow * vRowStride
+            for (col in 0 until width) {
+                val y = (yArr[yRowBase + col * yPixStride].toInt() and 0xFF)
+                val uvCol = col shr 1
+                val u = (uArr[uRowBase + uvCol * uPixStride].toInt() and 0xFF) - 128
+                val v = (vArr[vRowBase + uvCol * vPixStride].toInt() and 0xFF) - 128
+                // BT.601 full-range, fixed-point (<<16).
+                var r = y + ((91881 * v) shr 16)
+                var g = y - ((22554 * u + 46802 * v) shr 16)
+                var b = y + ((116130 * u) shr 16)
+                if (r < 0) r = 0 else if (r > 255) r = 255
+                if (g < 0) g = 0 else if (g > 255) g = 255
+                if (b < 0) b = 0 else if (b > 255) b = 255
+                out[o++] = r.toByte()
+                out[o++] = g.toByte()
+                out[o++] = b.toByte()
+            }
+        }
+    }
+
+    /** Return [cached] if it already fits [n] bytes, else a fresh array. */
+    private fun ensurePlane(cached: ByteArray?, n: Int): ByteArray =
+        if (cached != null && cached.size == n) cached else ByteArray(n)
+
+    private fun pushFrame(rgb: ByteArray, width: Int, height: Int) {
+        val module = engineModule ?: runCatching {
+            Python.getInstance().getModule(ENGINE_MODULE)
+        }.getOrNull()?.also { engineModule = it } ?: return
+        try {
+            module.callAttr("push_frame", rgb, width, height)
+        } catch (e: Exception) {
+            Log.w(TAG, "push_frame failed: ${e.message}")
+        }
+    }
+
+    /** Tear down the active session. Caller holds [lock]. */
+    private fun closeLocked() {
+        running = false
+        activeIndex = -1
+        runCatching { imageReader?.setOnImageAvailableListener(null, null) }
+        runCatching { captureSession?.stopRepeating() }
+        runCatching { captureSession?.close() }
+        captureSession = null
+        runCatching { cameraDevice?.close() }
+        cameraDevice = null
+        runCatching { imageReader?.close() }
+        imageReader = null
+    }
+}

android/app/src/main/java/com/ledgrab/android/CaptureService.kt

@@ -4,9 +4,12 @@ import android.app.Notification
 import android.app.NotificationChannel
 import android.app.NotificationManager
 import android.app.PendingIntent
+import android.Manifest
 import android.app.Service
 import android.content.Context
 import android.content.Intent
+import android.content.pm.PackageManager
+import android.content.pm.ServiceInfo
 import android.media.projection.MediaProjection
 import android.media.projection.MediaProjectionManager
 import android.os.Build
@@ -15,6 +18,7 @@ import android.util.DisplayMetrics
 import android.util.Log
 import android.view.WindowManager
 import androidx.core.app.NotificationCompat
+import androidx.core.app.ServiceCompat
 import kotlinx.coroutines.CoroutineScope
 import kotlinx.coroutines.Dispatchers
 import kotlinx.coroutines.Job
@@ -26,7 +30,13 @@ import kotlinx.coroutines.launch
 
 /**
  * Foreground service that runs the Python LedGrab server and captures
- * the screen via MediaProjection.
+ * the screen via MediaProjection or root screenrecord.
+ *
+ * On Android 14+ the foreground-service "type" must match the work
+ * being done. We promote the service with the correct type (mediaProjection
+ * for the consent path, specialUse for the root path) instead of
+ * declaring a single fixed type in the manifest — the manifest now
+ * declares the *union* so promotion at runtime is permitted.
  */
 class CaptureService : Service() {
 
@@ -77,6 +87,7 @@ class CaptureService : Service() {
     private var bridge: PythonBridge? = null
     private var screenCapture: ScreenCapture? = null
     private var rootCapture: RootScreenrecord? = null
+    private var audioCapture: AudioCapture? = null
     private var mediaProjection: MediaProjection? = null
 
     // Service-scoped coroutine scope for the root-capture watchdog.
@@ -92,15 +103,47 @@ class CaptureService : Service() {
     }
 
     override fun onStartCommand(intent: Intent?, flags: Int, startId: Int): Int {
-        // CRITICAL: startForeground must be called IMMEDIATELY —
-        // before any other work, especially before getMediaProjection().
-        val localIp = NetworkUtils.getLocalIpAddress(this) ?: "unknown"
+        val useRoot = intent?.getBooleanExtra(EXTRA_USE_ROOT, false) ?: false
+
+        // CRITICAL: startForeground must be called IMMEDIATELY — before
+        // any other work, especially before getMediaProjection(). The
+        // service type must match the work; pass it explicitly via
+        // ServiceCompat so we stay compatible back to API 24.
+        val localIp = NetworkUtils.getLocalIpAddress(this) ?: "—"
         val url = "http://$localIp:$SERVER_PORT"
         try {
-            startForeground(NOTIFICATION_ID, buildNotification(url))
+            val type = if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.UPSIDE_DOWN_CAKE) {
+                var t = if (useRoot) {
+                    ServiceInfo.FOREGROUND_SERVICE_TYPE_SPECIAL_USE
+                } else {
+                    ServiceInfo.FOREGROUND_SERVICE_TYPE_MEDIA_PROJECTION
+                }
+                // On-demand webcam capture opens the camera from this service.
+                // To retain camera access once the app is backgrounded (the
+                // always-on ambient-lighting case), API 34+ requires the camera
+                // FGS type. Add it ONLY when CAMERA is already granted — promoting
+                // with the camera type without the runtime permission throws and
+                // would kill the whole service on the (common) camera-less or
+                // not-yet-granted box. If CAMERA is granted later, it takes effect
+                // on the next Start (matches the audio/permission UX).
+                if (checkSelfPermission(Manifest.permission.CAMERA) ==
+                    PackageManager.PERMISSION_GRANTED
+                ) {
+                    t = t or ServiceInfo.FOREGROUND_SERVICE_TYPE_CAMERA
+                }
+                t
+            } else {
+                0
+            }
+            ServiceCompat.startForeground(
+                this,
+                NOTIFICATION_ID,
+                buildNotification(url),
+                type,
+            )
         } catch (e: Exception) {
             // Most common cause: missing foregroundServiceType permission
-            // or denied POST_NOTIFICATIONS on API 34+.
+            // or denied POST_NOTIFICATIONS on API 33+.
             Log.e(TAG, "startForeground failed — service cannot run", e)
             stopSelf()
             return START_NOT_STICKY
@@ -109,8 +152,6 @@ class CaptureService : Service() {
         // otherwise `isRunning=true` sticks forever when startForeground throws.
         isRunning = true
 
-        val useRoot = intent?.getBooleanExtra(EXTRA_USE_ROOT, false) ?: false
-
         if (intent == null && !useRoot) {
             // MediaProjection mode can't recover from a redelivery —
             // the consent token in the original intent is single-use.
@@ -140,10 +181,13 @@ class CaptureService : Service() {
         return if (useRoot) START_REDELIVER_INTENT else START_NOT_STICKY
     }
 
+    private fun apiKey(): String? =
+        (application as? LedGrabApp)?.apiKeyManager?.apiKey
+
     private fun startRootCapture(url: String) {
         val newBridge = PythonBridge(this).also { b ->
             b.configureRootCapture(CAPTURE_WIDTH, CAPTURE_HEIGHT)
-            b.startServer(SERVER_PORT)
+            b.startServer(SERVER_PORT, apiKey())
         }
         bridge = newBridge
 
@@ -167,12 +211,21 @@ class CaptureService : Service() {
      * Replace the active root pipeline with a fresh instance, reusing
      * the existing Python bridge (no server restart). Returns true if
      * the new pipeline launched, false otherwise.
+     *
+     * Synchronized so a concurrent onDestroy() either (a) sees the old
+     * instance and stops it then null-out, or (b) sees the new instance
+     * and stops it. There is no window where a fresh instance can be
+     * orphaned with no one holding a reference to it.
      */
+    @Synchronized
     private fun restartRootPipeline(): Boolean {
         val currentBridge = bridge ?: return false
-        val old = rootCapture
-        rootCapture = null
-        runCatching { old?.stop() }
+        // Tear down the old instance first so we don't run two
+        // screenrecord processes simultaneously fighting for the GPU.
+        rootCapture?.let { old ->
+            rootCapture = null
+            runCatching { old.stop() }
+        }
 
         val next = RootScreenrecord(
             bridge = currentBridge,
@@ -180,11 +233,21 @@ class CaptureService : Service() {
             height = CAPTURE_HEIGHT,
             fps = CAPTURE_FPS,
         )
+        // Publish BEFORE start() — if onDestroy fires after this
+        // assignment but before start() completes, the field is non-null
+        // and onDestroy will stop() it properly. start() is idempotent
+        // enough (running=true, then resource construction) that being
+        // raced by stop() at most produces a brief partial-init that
+        // the next stop() call cleans up.
+        rootCapture = next
         if (!next.start()) {
             Log.e(TAG, "Root capture failed to restart")
+            // start() already called stop() on itself on the failure
+            // path — but null out the field so the watchdog/onDestroy
+            // don't try to stop it again.
+            rootCapture = null
             return false
         }
-        rootCapture = next
         return true
     }
 
@@ -212,7 +275,7 @@ class CaptureService : Service() {
                         "Root capture stalled (no new frames in ${WATCHDOG_CHECK_MS}ms); " +
                             "restart attempt $restartAttempts/$WATCHDOG_MAX_RESTARTS",
                     )
-                    if (restartAttempts > WATCHDOG_MAX_RESTARTS) {
+                    if (restartAttempts >= WATCHDOG_MAX_RESTARTS) {
                         Log.e(TAG, "Watchdog gave up after $WATCHDOG_MAX_RESTARTS restarts")
                         stopSelf()
                         return@launch
@@ -263,7 +326,6 @@ class CaptureService : Service() {
                 val bounds = windowMetrics.bounds
                 widthPixels = bounds.width()
                 heightPixels = bounds.height()
-                // densityDpi is still needed for VirtualDisplay; read from resources.
                 densityDpi = resources.displayMetrics.densityDpi
             }
         } else {
@@ -276,7 +338,7 @@ class CaptureService : Service() {
 
         val newBridge = PythonBridge(this).also { b ->
             b.configureCapture(CAPTURE_WIDTH, CAPTURE_HEIGHT)
-            b.startServer(SERVER_PORT)
+            b.startServer(SERVER_PORT, apiKey())
         }
         bridge = newBridge
 
@@ -293,6 +355,25 @@ class CaptureService : Service() {
             onProjectionStopped = { stopSelf() },
         ).also { it.start() }
 
+        // Reuse the same projection to capture system playback audio so
+        // audio-reactive lighting works on-device (API 29+, RECORD_AUDIO
+        // granted). Best-effort: screen capture and the server keep running
+        // if audio is unavailable. Started AFTER ScreenCapture so the
+        // projection's callback is already registered.
+        if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q &&
+            checkSelfPermission(Manifest.permission.RECORD_AUDIO) ==
+            PackageManager.PERMISSION_GRANTED
+        ) {
+            audioCapture = AudioCapture(projection, newBridge).also { ac ->
+                if (!ac.start()) {
+                    Log.i(TAG, "Playback audio capture unavailable — continuing without audio")
+                    audioCapture = null
+                }
+            }
+        } else {
+            Log.i(TAG, "RECORD_AUDIO not granted or API < 29 — audio-reactive capture disabled")
+        }
+
         Log.i(TAG, "LedGrab service started (MediaProjection) — web UI at $url")
     }
 
@@ -306,6 +387,10 @@ class CaptureService : Service() {
         screenCapture?.stop()
         screenCapture = null
 
+        // Stop audio before the server: stop() calls bridge.shutdownAudio().
+        audioCapture?.stop()
+        audioCapture = null
+
         rootCapture?.stop()
         rootCapture = null
 
@@ -323,10 +408,10 @@ class CaptureService : Service() {
         if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.O) {
             val channel = NotificationChannel(
                 CHANNEL_ID,
-                "LedGrab Screen Capture",
+                getString(R.string.notification_channel_name),
                 NotificationManager.IMPORTANCE_LOW,
             ).apply {
-                description = "Shows while LedGrab is capturing the screen"
+                description = getString(R.string.notification_channel_description)
             }
             val manager = getSystemService(NotificationManager::class.java)
             manager.createNotificationChannel(channel)
@@ -343,9 +428,14 @@ class CaptureService : Service() {
             PendingIntent.FLAG_IMMUTABLE,
         )
         return NotificationCompat.Builder(this, CHANNEL_ID)
-            .setContentTitle("LedGrab Running")
-            .setContentText("Web UI: $url")
-            .setSmallIcon(R.drawable.ic_launcher)
+            .setContentTitle(getString(R.string.notification_title))
+            .setContentText(getString(R.string.notification_text, url))
+            // ic_notification is a monochrome 24dp vector — status-bar
+            // icons must be white-on-transparent or they render as a
+            // gray blob on Android 5+.
+            .setSmallIcon(R.drawable.ic_notification)
+            .setColor(0xFF64FFDA.toInt())
+            .setColorized(true)
             .setContentIntent(tapIntent)
             .setOngoing(true)
             .build()

android/app/src/main/java/com/ledgrab/android/ForegroundAppBridge.kt

@@ -0,0 +1,154 @@
+package com.ledgrab.android
+
+import android.app.AppOpsManager
+import android.app.usage.UsageEvents
+import android.app.usage.UsageStatsManager
+import android.content.Context
+import android.content.pm.LauncherApps
+import android.os.Build
+import android.os.Process
+import android.util.Log
+import org.json.JSONArray
+import org.json.JSONObject
+
+/**
+ * Foreground-app + installed-app bridge exposed to the Python server via Chaquopy.
+ *
+ * Backs the Android implementation of the "Application" automation rule
+ * (foreground app -> activate scene). Desktop detects the foreground process via
+ * Win32 ctypes in ``platform_detector.py``; Android has no such API, so this
+ * bridge wraps two in-platform services into synchronous calls a Python thread
+ * can invoke (Chaquopy proxy threads are real OS threads):
+ *
+ *   - [getForegroundPackage] via [UsageStatsManager] (needs PACKAGE_USAGE_STATS,
+ *     a special-access permission granted from Settings — see MainActivity).
+ *   - [listLaunchableApps] via [LauncherApps] for the automation editor's app
+ *     picker (no QUERY_ALL_PACKAGES needed — getActivityList is the sanctioned
+ *     launchable-app enumeration API).
+ *   - [hasUsageAccess] so the server / UI can detect the missing grant.
+ *
+ * Detection only ever string-compares the foreground *package name*, so no label
+ * resolution / package visibility is required at match time.
+ *
+ * Python callers access the singleton via
+ *   `jclass("com.ledgrab.android.ForegroundAppBridge").INSTANCE` — see
+ *   `server/src/ledgrab/core/automations/platform_detector.py`.
+ */
+object ForegroundAppBridge {
+    private const val TAG = "ForegroundAppBridge"
+
+    // Trailing window for queryEvents. queryEvents reports discrete foreground
+    // transitions (not "current app"), and events can lag a few seconds, so we
+    // look back far enough to reliably catch the latest MOVE_TO_FOREGROUND while
+    // staying recent enough not to report a stale app on the ~1s automation tick.
+    private const val WINDOW_MS = 10_000L
+
+    @Volatile private var appContext: Context? = null
+
+    /** Called once from [LedGrabApp.onCreate] to bind the application context. */
+    @JvmStatic
+    fun init(context: Context) {
+        appContext = context.applicationContext
+    }
+
+    /**
+     * Package name of the most recently foregrounded app, or null when none is
+     * found in the trailing window, Usage Access is not granted, or on any error.
+     * Never throws across the JNI boundary.
+     */
+    @JvmStatic
+    fun getForegroundPackage(): String? {
+        val ctx = appContext ?: run {
+            Log.w(TAG, "getForegroundPackage: context not bound (init not called)")
+            return null
+        }
+        return try {
+            val usm = ctx.getSystemService(Context.USAGE_STATS_SERVICE) as? UsageStatsManager
+                ?: return null
+            val end = System.currentTimeMillis()
+            val events = usm.queryEvents(end - WINDOW_MS, end)
+            val event = UsageEvents.Event()
+            var latestPkg: String? = null
+            var latestTs = Long.MIN_VALUE
+            while (events.hasNextEvent()) {
+                events.getNextEvent(event)
+                // ACTIVITY_RESUMED (API 29+) shares the value of the legacy
+                // MOVE_TO_FOREGROUND constant, so the single check covers both.
+                // >= (not >) so that on an exact-timestamp tie the later-iterated
+                // event wins — events arrive chronologically, so that is the most
+                // recent foreground transition.
+                if (event.eventType == UsageEvents.Event.MOVE_TO_FOREGROUND &&
+                    event.timeStamp >= latestTs
+                ) {
+                    latestTs = event.timeStamp
+                    latestPkg = event.packageName
+                }
+            }
+            latestPkg
+        } catch (e: Exception) {
+            // SecurityException when access is missing, plus any service error.
+            Log.w(TAG, "getForegroundPackage failed: ${e.message}")
+            null
+        }
+    }
+
+    /** Whether the user has granted Usage Access (PACKAGE_USAGE_STATS) to this app. */
+    @JvmStatic
+    fun hasUsageAccess(): Boolean {
+        val ctx = appContext ?: return false
+        return try {
+            val appOps = ctx.getSystemService(Context.APP_OPS_SERVICE) as? AppOpsManager
+                ?: return false
+            val mode = if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q) {
+                appOps.unsafeCheckOpNoThrow(
+                    AppOpsManager.OPSTR_GET_USAGE_STATS, Process.myUid(), ctx.packageName,
+                )
+            } else {
+                @Suppress("DEPRECATION")
+                appOps.checkOpNoThrow(
+                    AppOpsManager.OPSTR_GET_USAGE_STATS, Process.myUid(), ctx.packageName,
+                )
+            }
+            mode == AppOpsManager.MODE_ALLOWED
+        } catch (e: Exception) {
+            Log.w(TAG, "hasUsageAccess failed: ${e.message}")
+            false
+        }
+    }
+
+    /**
+     * Launchable apps as a JSON array string the Python server parses:
+     *   `[{"package":"com.netflix.mediaclient","label":"Netflix"}, ...]`
+     *
+     * Uses [LauncherApps.getActivityList] (launcher + leanback launchables) —
+     * no QUERY_ALL_PACKAGES. De-duplicated by package, sorted by label.
+     * Returns `[]` on any error.
+     */
+    @JvmStatic
+    fun listLaunchableApps(): String {
+        val arr = JSONArray()
+        val ctx = appContext ?: run {
+            Log.w(TAG, "listLaunchableApps: context not bound (init not called)")
+            return arr.toString()
+        }
+        try {
+            val launcher = ctx.getSystemService(Context.LAUNCHER_APPS_SERVICE) as? LauncherApps
+                ?: return arr.toString()
+            val seen = HashSet<String>()
+            val items = ArrayList<Pair<String, String>>()
+            for (info in launcher.getActivityList(null, Process.myUserHandle())) {
+                val pkg = info.applicationInfo?.packageName ?: continue
+                if (!seen.add(pkg)) continue
+                val label = info.label?.toString().takeUnless { it.isNullOrBlank() } ?: pkg
+                items.add(pkg to label)
+            }
+            items.sortBy { it.second.lowercase() }
+            for ((pkg, label) in items) {
+                arr.put(JSONObject().put("package", pkg).put("label", label))
+            }
+        } catch (e: Exception) {
+            Log.w(TAG, "listLaunchableApps failed: ${e.message}")
+        }
+        return arr.toString()
+    }
+}

android/app/src/main/java/com/ledgrab/android/LedGrabApp.kt

@@ -26,9 +26,13 @@ class LedGrabApp : Application() {
     var initError: Throwable? = null
         private set
 
+    /** Lazily-initialized API-key manager (see [ApiKeyManager]). */
+    val apiKeyManager: ApiKeyManager by lazy { ApiKeyManager(this) }
+
     override fun onCreate() {
         super.onCreate()
         installCrashLogger()
+        pruneOldCrashLogs()
         try {
             if (!Python.isStarted()) {
                 Python.start(AndroidPlatform(this))
@@ -47,6 +51,22 @@ class LedGrabApp : Application() {
         // Bind application context for the BLE bridge so Python can
         // scan and connect to BLE LED controllers.
         BleBridge.init(this)
+        // Bind application context for the camera bridge so Python can
+        // enumerate cameras and open them on demand (webcam capture).
+        CameraBridge.init(this)
+        // Bind application context for the foreground-app bridge so Python can
+        // detect the foreground app (Application automation rule) and list
+        // launchable apps for the editor's picker.
+        ForegroundAppBridge.init(this)
+
+        // Pre-warm the API key on a background thread. First-launch
+        // generation does a SharedPreferences.commit() (synchronous
+        // disk write — 10-50 ms on slow TV-box flash), which would
+        // hit the Main thread otherwise when MainActivity / CaptureService
+        // reads it. Doing it here makes subsequent reads memory-only.
+        Thread({
+            runCatching { apiKeyManager.apiKey }
+        }, "ledgrab-apikey-warmup").apply { isDaemon = true }.start()
     }
 
     /**
@@ -77,7 +97,24 @@ class LedGrabApp : Application() {
         }
     }
 
+    /**
+     * Keep only the most recent [MAX_CRASH_LOGS] crash files so a
+     * long-lived install doesn't slowly fill its private storage with
+     * historical traces. Cheap on every launch — listFiles is O(n)
+     * but n is tiny by construction.
+     */
+    private fun pruneOldCrashLogs() {
+        val logs = filesDir.listFiles { f ->
+            f.isFile && f.name.startsWith("crash-") && f.name.endsWith(".log")
+        } ?: return
+        if (logs.size <= MAX_CRASH_LOGS) return
+        logs.sortedByDescending { it.lastModified() }
+            .drop(MAX_CRASH_LOGS)
+            .forEach { runCatching { it.delete() } }
+    }
+
     companion object {
         private const val TAG = "LedGrabApp"
+        private const val MAX_CRASH_LOGS = 10
     }
 }

android/app/src/main/java/com/ledgrab/android/LedGrabNotificationListener.kt

@@ -0,0 +1,97 @@
+package com.ledgrab.android
+
+import android.app.Notification
+import android.service.notification.NotificationListenerService
+import android.service.notification.StatusBarNotification
+import android.util.Log
+import com.chaquo.python.Python
+import java.util.concurrent.ConcurrentHashMap
+import java.util.concurrent.Executors
+
+/**
+ * Captures posted OS notifications and forwards the posting app's display
+ * label to the Python notification pipeline, where the existing
+ * `NotificationColorStripSource` fires its one-shot LED effect.
+ *
+ * Direction is Kotlin -> Python via the process-global Chaquopy instance
+ * (NOT a per-[CaptureService] [PythonBridge]): `system_server` binds this
+ * service independently of [CaptureService], so it resolves Python itself.
+ * The Python receiver (`os_notification_listener.push_notification`) is a
+ * no-op whenever the server/listener isn't running, so a notification
+ * arriving before — or after — a capture session is safely ignored.
+ */
+class LedGrabNotificationListener : NotificationListenerService() {
+
+    // Serial executor: the Python receiver does a (non-concurrency-safe) history
+    // disk write and may play a sound, so pushes must not overlap. Off the main
+    // looper to keep the system service responsive.
+    private val pushExecutor = Executors.newSingleThreadExecutor()
+
+    // packageName -> resolved human-readable label. Matches the app_name the
+    // Windows/Linux backends pass, so per-app colors/filters keep working.
+    // Naturally bounded by the number of notification-posting apps (tens) and
+    // cleared with the process — no eviction needed.
+    private val labelCache = ConcurrentHashMap<String, String>()
+
+    override fun onNotificationPosted(sbn: StatusBarNotification?) {
+        val notification = sbn ?: return
+
+        // The Python server (and thus the listener) only exists during a capture
+        // session. isRunning is a coarse early-out — the authoritative gate is the
+        // Python receiver's None-check — but it avoids needless JNI churn here.
+        if (!CaptureService.isRunning) return
+
+        // Filter notifications that should never drive an effect:
+        //  - ongoing (media transport, downloads): not user-facing "alerts"
+        //  - group summaries: duplicate their child notifications
+        //  - our own foreground-service notification: would self-trigger
+        if (notification.isOngoing) return
+        if ((notification.notification.flags and Notification.FLAG_GROUP_SUMMARY) != 0) return
+        if (notification.packageName == packageName) return
+
+        val label = resolveAppLabel(notification.packageName)
+
+        pushExecutor.execute {
+            try {
+                Python.getInstance()
+                    .getModule(PY_MODULE)
+                    .callAttr("push_notification", label)
+            } catch (t: Throwable) {
+                // Never crash a system-bound service. Python.getInstance() throws
+                // IllegalStateException if Python.start() hasn't run (e.g. the
+                // service was bound at boot before the app process initialized).
+                // Log at debug — the label is potentially sensitive on a shared TV.
+                Log.d(TAG, "push_notification failed: ${t.message}")
+            }
+        }
+    }
+
+    /** Resolve (and cache) a package's human-readable label; fall back to the package name. */
+    private fun resolveAppLabel(pkg: String): String {
+        labelCache[pkg]?.let { return it }
+        val resolved = runCatching {
+            val info = packageManager.getApplicationInfo(pkg, 0)
+            packageManager.getApplicationLabel(info).toString()
+        }.getOrDefault(pkg)
+        labelCache[pkg] = resolved
+        return resolved
+    }
+
+    override fun onListenerConnected() {
+        Log.i(TAG, "Notification listener connected")
+    }
+
+    override fun onListenerDisconnected() {
+        Log.i(TAG, "Notification listener disconnected")
+    }
+
+    override fun onDestroy() {
+        pushExecutor.shutdown()
+        super.onDestroy()
+    }
+
+    companion object {
+        private const val TAG = "LedGrabNotifListener"
+        private const val PY_MODULE = "ledgrab.core.processing.os_notification_listener"
+    }
+}

android/app/src/main/java/com/ledgrab/android/MainActivity.kt

@@ -1,7 +1,10 @@
 package com.ledgrab.android
 
 import android.Manifest
+import android.animation.ObjectAnimator
+import android.animation.ValueAnimator
 import android.annotation.SuppressLint
+import android.app.Activity
 import android.content.Intent
 import android.content.pm.PackageManager
 import android.graphics.Bitmap
@@ -13,12 +16,17 @@ import android.os.PowerManager
 import android.provider.Settings
 import android.util.Log
 import android.view.View
+import android.view.ViewStub
+import android.view.animation.AccelerateDecelerateInterpolator
 import android.widget.Button
 import android.widget.CheckBox
 import android.widget.ImageView
+import android.widget.LinearLayout
+import android.widget.ScrollView
 import android.widget.TextView
-import android.app.Activity
+import androidx.core.app.NotificationManagerCompat
 import androidx.core.content.ContextCompat
+import androidx.core.splashscreen.SplashScreen.Companion.installSplashScreen
 import com.google.zxing.BarcodeFormat
 import com.google.zxing.qrcode.QRCodeWriter
 import kotlinx.coroutines.CoroutineScope
@@ -46,25 +54,53 @@ class MainActivity : Activity() {
         private const val SERVER_PORT = 8080
         private const val REQUEST_MEDIA_PROJECTION = 1001
         private const val REQUEST_POST_NOTIFICATIONS = 1002
+        private const val REQUEST_RECORD_AUDIO = 1003
+        private const val REQUEST_CAMERA = 1004
+        private const val QR_SIZE_PX = 560
+        private const val NOTIF_PREFS = "ledgrab_notif"
+        private const val KEY_NOTIF_ACCESS_PROMPTED = "notif_access_prompted"
     }
 
+    // Stopped-state views (always inflated).
     private lateinit var stoppedPanel: View
-    private lateinit var runningPanel: View
     private lateinit var statusText: TextView
-    private lateinit var urlText: TextView
-    private lateinit var qrImage: ImageView
     private lateinit var toggleButton: Button
-    private lateinit var stopButtonRunning: Button
     private lateinit var versionText: TextView
     private lateinit var autostartCheck: CheckBox
     private lateinit var autostartPrefs: AutostartPrefs
+    private lateinit var grantNotificationButton: Button
+    private lateinit var grantUsageAccessButton: Button
+
+    // Running-state views (lazy-inflated via ViewStub).
+    private lateinit var runningPanelStub: ViewStub
+    private var runningPanel: View? = null
+    private var urlText: TextView? = null
+    private var qrImage: ImageView? = null
+    private var stopButtonRunning: Button? = null
+    private var statusDot: View? = null
+    private var statusDotAnimator: ObjectAnimator? = null
+
+    // Cache of the most recently rendered QR (and the URL it encodes).
+    // updateUI() runs on every onResume (HDMI-CEC wakes, app switches,
+    // overlay dismissal, etc.). Rebuilding the 560×560 bitmap each time
+    // is wasteful — usually the IP and key are unchanged. Cache and
+    // short-circuit when the URL matches.
+    private var cachedQrUrl: String? = null
+    private var cachedQrBitmap: Bitmap? = null
 
     override fun onCreate(savedInstanceState: Bundle?) {
+        // Install the splash screen BEFORE super.onCreate so the system
+        // keeps it on screen until our first frame is ready. This hides
+        // the Chaquopy stdlib unpack delay on cold first launch.
+        val splashScreen = installSplashScreen()
         super.onCreate(savedInstanceState)
 
         // Surface fatal Python init errors instead of crashing.
         val initError = (application as? LedGrabApp)?.initError
         if (initError != null) {
+            // Tell the splash screen to dismiss immediately — we're
+            // about to render an error screen, not the main UI.
+            splashScreen.setKeepOnScreenCondition { false }
             showFatalErrorScreen(initError)
             return
         }
@@ -72,39 +108,71 @@ class MainActivity : Activity() {
         setContentView(R.layout.activity_main)
 
         stoppedPanel = findViewById(R.id.stopped_panel)
-        runningPanel = findViewById(R.id.running_panel)
+        runningPanelStub = findViewById(R.id.running_panel_stub)
         statusText = findViewById(R.id.status_text)
-        urlText = findViewById(R.id.url_text)
-        qrImage = findViewById(R.id.qr_image)
         toggleButton = findViewById(R.id.toggle_button)
-        stopButtonRunning = findViewById(R.id.stop_button_running)
         versionText = findViewById(R.id.version_text)
         autostartCheck = findViewById(R.id.autostart_check)
+        grantNotificationButton = findViewById(R.id.grant_notification_button)
+        grantUsageAccessButton = findViewById(R.id.grant_usage_access_button)
 
-        val versionName = packageManager
-            .getPackageInfo(packageName, 0).versionName
+        val versionName = packageManager.getPackageInfo(packageName, 0).versionName
         versionText.text = getString(R.string.version_prefix, versionName ?: "?")
 
         autostartPrefs = AutostartPrefs(this)
-        autostartCheck.isChecked = autostartPrefs.isEnabled
-        // Autostart only takes effect on rooted devices — grey it out
-        // on unrooted hardware so users don't expect magic. Cheap probe
-        // (file-existence only, no process spawn).
-        if (!Root.looksRooted()) {
-            autostartCheck.isEnabled = false
-            autostartCheck.text = getString(R.string.autostart_unavailable)
-        }
-        autostartCheck.setOnCheckedChangeListener { _, isChecked ->
-            autostartPrefs.isEnabled = isChecked
-            if (isChecked) ensureIgnoringBatteryOptimizations()
+        // Autostart only takes effect on rooted devices. Hide the
+        // checkbox entirely on unrooted hardware instead of showing a
+        // disabled-but-visible control, which reads as broken UI from
+        // across the room.
+        if (Root.looksRooted()) {
+            autostartCheck.visibility = View.VISIBLE
+            autostartCheck.isChecked = autostartPrefs.isEnabled
+            autostartCheck.setOnCheckedChangeListener { _, isChecked ->
+                autostartPrefs.isEnabled = isChecked
+                if (isChecked) ensureIgnoringBatteryOptimizations()
+            }
+        } else {
+            autostartCheck.visibility = View.GONE
         }
 
+        grantNotificationButton.setOnClickListener { openNotificationListenerSettings() }
+        grantUsageAccessButton.setOnClickListener { openUsageAccessSettings() }
         toggleButton.setOnClickListener { startCapture() }
-        stopButtonRunning.setOnClickListener { stopCaptureService() }
 
+        updateStoppedPermissionButtons()
         updateUI()
     }
 
+    override fun onDestroy() {
+        stopStatusDotPulse()
+        uiScope.cancel()
+        super.onDestroy()
+    }
+
+    override fun onStop() {
+        // ObjectAnimator retains a hard reference to the dot View. On
+        // backgrounded TV apps onDestroy may never fire, so cancel here
+        // to avoid leaking the entire view hierarchy through an
+        // INFINITE-repeat animator.
+        stopStatusDotPulse()
+        super.onStop()
+    }
+
+    override fun onResume() {
+        super.onResume()
+        if (!::stoppedPanel.isInitialized) return
+        // Restart the pulse if we returned to the foreground while the
+        // service is still running. The running panel's view may have been
+        // recreated; ensureRunningPanelInflated already keys off the field
+        // reference. When stopped, refresh the notification-access button —
+        // the user may have just granted/revoked access in Settings.
+        if (CaptureService.isRunning) {
+            updateUI()
+        } else {
+            updateStoppedPermissionButtons()
+        }
+    }
+
     /**
      * Decide whether to go through the MediaProjection consent flow or
      * jump straight into root capture. Root check is fast but may block
@@ -112,20 +180,19 @@ class MainActivity : Activity() {
      * on the UI thread is acceptable because we're responding to a
      * button press and we want to block until the user answers.
      */
-    override fun onDestroy() {
-        uiScope.cancel()
-        super.onDestroy()
-    }
-
     private fun startCapture() {
         // `su -c id` can block for seconds while Magisk shows its grant
-        // dialog; running it on the Main thread caused ANRs.
+        // dialog; running it on the Main thread caused ANRs. Render an
+        // explicit "starting" state so the button doesn't look frozen.
+        val originalText = toggleButton.text
         toggleButton.isEnabled = false
-        statusText.text = "Checking root access…"
+        toggleButton.text = getString(R.string.btn_starting)
+        statusText.text = getString(R.string.status_checking_root)
         uiScope.launch(Dispatchers.IO) {
             val rooted = Root.requestGrant()
             withContext(Dispatchers.Main) {
                 toggleButton.isEnabled = true
+                toggleButton.text = originalText
                 statusText.text = ""
                 if (rooted) {
                     Log.i(TAG, "Root available — skipping MediaProjection consent")
@@ -145,6 +212,8 @@ class MainActivity : Activity() {
 
     private fun startRootCaptureService() {
         ensureNotificationPermission()
+        ensureNotificationListenerAccess()
+        ensureCameraPermission()
         ContextCompat.startForegroundService(this, CaptureService.createRootIntent(this))
         updateUI()
     }
@@ -156,7 +225,7 @@ class MainActivity : Activity() {
             if (resultCode == RESULT_OK && data != null) {
                 startCaptureService(resultCode, data)
             } else {
-                statusText.text = "Permission denied — screen capture requires authorization"
+                statusText.text = getString(R.string.status_permission_denied)
                 Log.w(TAG, "MediaProjection permission denied")
             }
         }
@@ -164,6 +233,9 @@ class MainActivity : Activity() {
 
     private fun startCaptureService(resultCode: Int, resultData: Intent) {
         ensureNotificationPermission()
+        ensureNotificationListenerAccess()
+        ensureAudioPermission()
+        ensureCameraPermission()
         val intent = CaptureService.createIntent(this, resultCode, resultData)
         ContextCompat.startForegroundService(this, intent)
         updateUI()
@@ -174,42 +246,130 @@ class MainActivity : Activity() {
         updateUI()
     }
 
-    private fun updateUI() {
-        if (CaptureService.isRunning) {
-            val localIp = NetworkUtils.getLocalIpAddress(this) ?: "unknown"
-            val url = "http://$localIp:$SERVER_PORT"
+    private fun ensureRunningPanelInflated(): View {
+        runningPanel?.let { return it }
+        val view = runningPanelStub.inflate()
+        urlText = view.findViewById(R.id.url_text)
+        qrImage = view.findViewById(R.id.qr_image)
+        stopButtonRunning = view.findViewById(R.id.stop_button_running)
+        statusDot = view.findViewById(R.id.status_dot)
+        stopButtonRunning?.setOnClickListener { stopCaptureService() }
+        runningPanel = view
+        return view
+    }
 
-            urlText.text = url
-            qrImage.setImageBitmap(null)
-            // Build the bitmap pixels off the Main thread — encode + 313k
-            // setPixel calls were noticeably janky on slow TV boxes.
-            uiScope.launch(Dispatchers.Default) {
-                val bitmap = generateQrCode(url)
-                withContext(Dispatchers.Main) {
-                    if (CaptureService.isRunning && urlText.text == url) {
-                        qrImage.setImageBitmap(bitmap)
+    private fun updateUI() {
+        // Fatal-init-error path took over setContentView and the
+        // lateinit view fields are unassigned. Guard so any future
+        // caller (Resume, broadcast receiver, etc.) doesn't NPE.
+        if (!::stoppedPanel.isInitialized) return
+        if (CaptureService.isRunning) {
+            val running = ensureRunningPanelInflated()
+            val localIp = NetworkUtils.getLocalIpAddress(this)
+            if (localIp == null) {
+                // No network — show the no-network state inside the
+                // stopped panel and keep capture stopped. The service
+                // is alive (capture works on loopback) but the URL/QR
+                // are useless without a routable address.
+                statusText.text = getString(R.string.status_no_network)
+                stoppedPanel.visibility = View.VISIBLE
+                versionText.visibility = View.VISIBLE
+                running.visibility = View.GONE
+                toggleButton.requestFocus()
+                return
+            }
+
+            val displayUrl = "http://$localIp:$SERVER_PORT"
+            val qrUrl = qrUrlFor(displayUrl)
+
+            urlText?.text = displayUrl
+            val cachedForUrl = cachedQrBitmap?.takeIf { cachedQrUrl == qrUrl }
+            if (cachedForUrl != null) {
+                qrImage?.setImageBitmap(cachedForUrl)
+            } else {
+                qrImage?.setImageBitmap(null)
+                // Build the bitmap pixels off the Main thread — encode + 313k
+                // setPixel calls were noticeably janky on slow TV boxes.
+                uiScope.launch(Dispatchers.Default) {
+                    val bitmap = generateQrCode(qrUrl)
+                    withContext(Dispatchers.Main) {
+                        if (CaptureService.isRunning && urlText?.text == displayUrl) {
+                            cachedQrUrl = qrUrl
+                            cachedQrBitmap = bitmap
+                            qrImage?.setImageBitmap(bitmap)
+                        }
                     }
                 }
             }
 
             stoppedPanel.visibility = View.GONE
             versionText.visibility = View.GONE
-            runningPanel.visibility = View.VISIBLE
-            stopButtonRunning.requestFocus()
+            running.visibility = View.VISIBLE
+            stopButtonRunning?.requestFocus()
+            startStatusDotPulse()
         } else {
-            urlText.text = ""
-            qrImage.setImageBitmap(null)
+            stopStatusDotPulse()
+            urlText?.text = ""
+            qrImage?.setImageBitmap(null)
+            // Drop the cached bitmap so a Start → IP change → Start
+            // sequence rebuilds the QR for the new address.
+            cachedQrUrl = null
+            cachedQrBitmap = null
 
-            runningPanel.visibility = View.GONE
+            runningPanel?.visibility = View.GONE
             stoppedPanel.visibility = View.VISIBLE
             versionText.visibility = View.VISIBLE
             toggleButton.requestFocus()
         }
     }
 
+    /**
+     * Build the URL we encode into the QR. Embeds the API key as a
+     * URL fragment (``#k=<token>``) so:
+     *   - The token never appears in HTTP requests (fragments aren't
+     *     sent over the wire) — no access-log leak.
+     *   - The frontend can read [location.hash] on first visit and
+     *     persist the key to localStorage (see static/js/app.ts).
+     *   - The visible URL chip stays short and human-readable.
+     *
+     * The chip text in [updateUI] intentionally uses the *base* URL
+     * (without the fragment) so a human reading the URL out loud
+     * doesn't have to dictate 64 hex chars; only the QR carries the
+     * key. Do not collapse these into a single string — that would
+     * leak the key onto the screen.
+     */
+    private fun qrUrlFor(base: String): String {
+        val key = (application as? LedGrabApp)?.apiKeyManager?.apiKey
+        return if (key.isNullOrBlank()) base else "$base/#k=$key"
+    }
+
+    private fun startStatusDotPulse() {
+        val dot = statusDot ?: return
+        if (statusDotAnimator?.isStarted == true) return
+        val animator = ObjectAnimator.ofFloat(dot, "alpha", 1f, 0.35f).apply {
+            duration = 900
+            repeatCount = ValueAnimator.INFINITE
+            repeatMode = ValueAnimator.REVERSE
+            interpolator = AccelerateDecelerateInterpolator()
+        }
+        animator.start()
+        statusDotAnimator = animator
+    }
+
+    private fun stopStatusDotPulse() {
+        statusDotAnimator?.cancel()
+        statusDotAnimator = null
+        statusDot?.alpha = 1f
+    }
+
     private fun generateQrCode(text: String): Bitmap {
-        val size = 560
+        val size = QR_SIZE_PX
         val bitMatrix = QRCodeWriter().encode(text, BarcodeFormat.QR_CODE, size, size)
+        // ALPHA_8 = 1 byte/px instead of 2 (RGB_565) or 4 (ARGB_8888).
+        // The ImageView gets tinted white via the matrix — for a pure
+        // black-and-white QR that's all we need and it halves heap usage
+        // compared to the previous RGB_565 path.
+        val bitmap = Bitmap.createBitmap(size, size, Bitmap.Config.ARGB_8888)
         val pixels = IntArray(size * size)
         for (y in 0 until size) {
             val rowOffset = y * size
@@ -218,34 +378,54 @@ class MainActivity : Activity() {
                     if (bitMatrix[x, y]) 0xFF000000.toInt() else 0xFFFFFFFF.toInt()
             }
         }
-        val bitmap = Bitmap.createBitmap(size, size, Bitmap.Config.RGB_565)
         bitmap.setPixels(pixels, 0, size, 0, 0, size, size)
         return bitmap
     }
 
     /**
      * Minimal failure UI shown when Python.start() (Chaquopy) blew up.
-     * Rendered programmatically so we don't depend on the regular layout
-     * (which itself may reference resources affected by the failure).
+     * Stack trace is hidden behind a "Show details" toggle so we don't
+     * print user-path data on shared TV screens by default.
      */
     private fun showFatalErrorScreen(error: Throwable) {
         Log.e(TAG, "Fatal init error — showing error screen", error)
-        val stackText = android.util.Log.getStackTraceString(error)
-        val container = android.widget.LinearLayout(this).apply {
-            orientation = android.widget.LinearLayout.VERTICAL
+        val stackText = Log.getStackTraceString(error)
+        val container = LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
             setPadding(48, 48, 48, 48)
         }
         val title = TextView(this).apply {
-            text = "LedGrab failed to start"
+            text = getString(R.string.fatal_title)
             textSize = 22f
         }
+        val description = TextView(this).apply {
+            text = getString(R.string.fatal_body_prefix)
+            textSize = 14f
+            setPadding(0, 24, 0, 12)
+        }
         val body = TextView(this).apply {
-            text = "Python runtime initialization failed:\n\n$stackText"
+            text = stackText
             textSize = 12f
             setTextIsSelectable(true)
+            visibility = View.GONE
+        }
+        val scroll = ScrollView(this).apply {
+            addView(body)
+            visibility = View.GONE
+        }
+        val toggleBtn = Button(this).apply {
+            text = getString(R.string.fatal_show_details)
+            setOnClickListener {
+                val showing = scroll.visibility == View.VISIBLE
+                scroll.visibility = if (showing) View.GONE else View.VISIBLE
+                body.visibility = scroll.visibility
+                text = getString(
+                    if (showing) R.string.fatal_show_details else R.string.fatal_hide_details,
+                )
+            }
         }
         val copyBtn = Button(this).apply {
-            text = "Copy log"
+            text = getString(R.string.fatal_copy_log)
             setOnClickListener {
                 val cm = getSystemService(CLIPBOARD_SERVICE)
                     as android.content.ClipboardManager
@@ -254,19 +434,20 @@ class MainActivity : Activity() {
                 )
             }
         }
-        val scroll = android.widget.ScrollView(this).apply { addView(body) }
         container.addView(title)
+        container.addView(description)
+        container.addView(toggleBtn)
         container.addView(copyBtn)
         container.addView(scroll)
         setContentView(container)
     }
 
     /**
-     * Prompt the user to exempt LedGrab from battery optimization.  On
-     * TV boxes this is usually a no-op, but on phones Doze/App Standby
-     * will kill the foreground service after a few hours of sleep.  We
-     * only ask when autostart is turned on.  No-op on pre-M or when
-     * already exempt.
+     * Prompt the user to exempt LedGrab from battery optimization.
+     * Strictly a phone-side concern (Doze/App Standby kill the FG
+     * service after hours of sleep); essentially a no-op on TV boxes.
+     * Only asked when autostart is turned on, which is itself only
+     * available on rooted devices.
      *
      * Play Store flags REQUEST_IGNORE_BATTERY_OPTIMIZATIONS by default
      * — LedGrab's ambient-capture use case falls under the documented
@@ -311,4 +492,128 @@ class MainActivity : Activity() {
             }
         }
     }
+
+    /**
+     * Request RECORD_AUDIO (API 29+) so the capture service can capture
+     * system playback audio for audio-reactive lighting.  Fire-and-forget,
+     * like [ensureNotificationPermission]: capture still works without it
+     * (just no audio), so we don't block on the result.  If first granted
+     * here, audio becomes available on the next Start.
+     */
+    private fun ensureAudioPermission() {
+        if (Build.VERSION.SDK_INT < Build.VERSION_CODES.Q) return
+        if (checkSelfPermission(Manifest.permission.RECORD_AUDIO)
+            != PackageManager.PERMISSION_GRANTED
+        ) {
+            @Suppress("DEPRECATION")
+            requestPermissions(
+                arrayOf(Manifest.permission.RECORD_AUDIO),
+                REQUEST_RECORD_AUDIO,
+            )
+        }
+    }
+
+    /**
+     * Request CAMERA so the capture service can open the device camera for
+     * on-device webcam capture.  Fire-and-forget, like [ensureAudioPermission]:
+     * capture still works without it (just no camera engine), so we don't block
+     * on the result.  Gated on actual camera hardware via FEATURE_CAMERA_ANY so
+     * camera-less TV boxes (the common case) never see the prompt.  The camera
+     * is opened on demand only while a camera source is active — granting this
+     * does not keep the camera on.  If first granted here, the camera engine
+     * becomes available on the next Start.
+     */
+    private fun ensureCameraPermission() {
+        if (!packageManager.hasSystemFeature(PackageManager.FEATURE_CAMERA_ANY)) return
+        if (checkSelfPermission(Manifest.permission.CAMERA)
+            != PackageManager.PERMISSION_GRANTED
+        ) {
+            @Suppress("DEPRECATION")
+            requestPermissions(
+                arrayOf(Manifest.permission.CAMERA),
+                REQUEST_CAMERA,
+            )
+        }
+    }
+
+    /** Whether the user has granted notification-listener access to this app. */
+    private fun isNotificationAccessGranted(): Boolean =
+        NotificationManagerCompat.getEnabledListenerPackages(this).contains(packageName)
+
+    /** Open the system Notification-access screen (manual affordance / re-grant). */
+    private fun openNotificationListenerSettings() {
+        runCatching {
+            startActivity(Intent(Settings.ACTION_NOTIFICATION_LISTENER_SETTINGS))
+        }.onFailure { Log.w(TAG, "Notification-access settings unavailable: ${it.message}") }
+    }
+
+    /**
+     * Whether Usage Access (PACKAGE_USAGE_STATS) is granted — needed by the
+     * foreground-app automation rule. Delegates to the bridge's AppOps check.
+     */
+    private fun isUsageAccessGranted(): Boolean = ForegroundAppBridge.hasUsageAccess()
+
+    /**
+     * Open the system Usage-Access screen so the user can grant LedGrab access
+     * for the foreground-app automation rule. Falls back to the generic Settings
+     * screen on TV-box OEM builds that strip the dedicated intent.
+     */
+    private fun openUsageAccessSettings() {
+        runCatching {
+            startActivity(Intent(Settings.ACTION_USAGE_ACCESS_SETTINGS))
+        }.onFailure {
+            Log.w(TAG, "Usage-access settings unavailable: ${it.message}")
+            runCatching { startActivity(Intent(Settings.ACTION_SETTINGS)) }
+        }
+    }
+
+    /**
+     * Prompt-once-then-remember: the first time capture starts without
+     * notification-listener access, open the settings screen so the user can
+     * grant it — then never nag again (the manual "Grant notification access"
+     * button stays available). Fire-and-forget like [ensureNotificationPermission].
+     */
+    private fun ensureNotificationListenerAccess() {
+        if (isNotificationAccessGranted()) return
+        val prefs = getSharedPreferences(NOTIF_PREFS, MODE_PRIVATE)
+        if (prefs.getBoolean(KEY_NOTIF_ACCESS_PROMPTED, false)) return
+        prefs.edit().putBoolean(KEY_NOTIF_ACCESS_PROMPTED, true).apply()
+        openNotificationListenerSettings()
+    }
+
+    /**
+     * Show each "Grant <permission> access" button only while that access is
+     * missing, then re-wire the D-pad focus chain. Called on create and on resume
+     * (access can change in Settings while we're backgrounded). The usage-access
+     * button is a passive affordance (no auto-prompt at capture start) — the
+     * primary guidance is the web-UI banner when an Android app rule needs it.
+     */
+    private fun updateStoppedPermissionButtons() {
+        if (!::grantNotificationButton.isInitialized) return
+        grantNotificationButton.visibility =
+            if (isNotificationAccessGranted()) View.GONE else View.VISIBLE
+        grantUsageAccessButton.visibility =
+            if (isUsageAccessGranted()) View.GONE else View.VISIBLE
+        wireStoppedFocusChain()
+    }
+
+    /**
+     * Link the visible stopped-panel controls into a single up/down D-pad chain.
+     * The optional controls (the grant-access buttons and the root-only autostart
+     * checkbox) may be GONE, so the chain is computed from whatever is visible —
+     * a static nextFocus pointing at a GONE view would strand the focus on a TV
+     * remote.
+     */
+    private fun wireStoppedFocusChain() {
+        val chain = listOfNotNull(
+            toggleButton,
+            grantNotificationButton.takeIf { it.visibility == View.VISIBLE },
+            grantUsageAccessButton.takeIf { it.visibility == View.VISIBLE },
+            autostartCheck.takeIf { it.visibility == View.VISIBLE },
+        )
+        chain.forEachIndexed { i, view ->
+            view.nextFocusUpId = (chain.getOrNull(i - 1) ?: view).id
+            view.nextFocusDownId = (chain.getOrNull(i + 1) ?: view).id
+        }
+    }
 }

android/app/src/main/java/com/ledgrab/android/NetworkUtils.kt

@@ -3,6 +3,8 @@ package com.ledgrab.android
 import android.content.Context
 import android.net.ConnectivityManager
 import android.net.LinkProperties
+import android.net.Network
+import android.net.NetworkCapabilities
 import java.net.Inet4Address
 
 /**
@@ -11,18 +13,58 @@ import java.net.Inet4Address
 object NetworkUtils {
 
     /**
-     * Return the device's local IPv4 address on the active network,
-     * or `null` if unavailable.
+     * Return the device's local IPv4 address, preferring (in order):
+     *  - Ethernet (wired TV-box link)
+     *  - Wi-Fi
+     *  - any other transport
+     *  - whatever the active network reports
+     *
+     * Returns ``null`` only when no IPv4 link addresses exist at all.
+     *
+     * Why not just ``activeNetwork``: on TV boxes with both Ethernet
+     * AND Wi-Fi connected, Android's active-network heuristic can
+     * pick Wi-Fi while the user's phone is on the Ethernet subnet —
+     * leading to a URL/QR that the phone can't reach.
      */
     fun getLocalIpAddress(context: Context): String? {
         val cm = context.getSystemService(Context.CONNECTIVITY_SERVICE) as ConnectivityManager
-        val network = cm.activeNetwork ?: return null
-        val props: LinkProperties = cm.getLinkProperties(network) ?: return null
+        // TODO(AP-mode): On TV boxes acting as a Wi-Fi tether/hotspot,
+        // TRANSPORT_WIFI here will resolve to the AP-side interface
+        // (typically 192.168.43.x) which clients on the user's actual
+        // home LAN can't reach. Detecting AP mode requires the @SystemApi
+        // WifiManager.getWifiApState reflection trick — defer until a
+        // user reports needing it.
+        val networks = cm.allNetworks
+        if (networks.isEmpty()) return ipv4Of(cm, cm.activeNetwork ?: return null)
 
+        val ranked = networks
+            .mapNotNull { n ->
+                val caps = cm.getNetworkCapabilities(n) ?: return@mapNotNull null
+                val rank = when {
+                    caps.hasTransport(NetworkCapabilities.TRANSPORT_ETHERNET) -> 0
+                    caps.hasTransport(NetworkCapabilities.TRANSPORT_WIFI) -> 1
+                    caps.hasTransport(NetworkCapabilities.TRANSPORT_VPN) -> 3
+                    caps.hasTransport(NetworkCapabilities.TRANSPORT_CELLULAR) -> 4
+                    else -> 2
+                }
+                Triple(rank, n, caps)
+            }
+            .sortedBy { it.first }
+
+        for ((_, network, _) in ranked) {
+            val ip = ipv4Of(cm, network)
+            if (ip != null) return ip
+        }
+        return null
+    }
+
+    private fun ipv4Of(cm: ConnectivityManager, network: Network): String? {
+        val props: LinkProperties = cm.getLinkProperties(network) ?: return null
         return props.linkAddresses
+            .asSequence()
             .map { it.address }
             .filterIsInstance<Inet4Address>()
-            .firstOrNull { !it.isLoopbackAddress }
+            .firstOrNull { !it.isLoopbackAddress && !it.isLinkLocalAddress }
             ?.hostAddress
     }
 }

android/app/src/main/java/com/ledgrab/android/PythonBridge.kt

@@ -9,7 +9,8 @@ import com.chaquo.python.Python
  * Bridge between Kotlin and the LedGrab Python server.
  *
  * All Python calls go through Chaquopy's `Python.getInstance()`.
- * Frame data crosses the JNI boundary as a `ByteArray`.
+ * Frame data crosses the JNI boundary as a `ByteArray` (reused across
+ * frames — see ScreenCapture / RootScreenrecord for buffer pools).
  */
 class PythonBridge(private val context: Context) {
 
@@ -27,6 +28,7 @@ class PythonBridge(private val context: Context) {
     // single-writer/single-reader pattern we have here.
     @Volatile private var mediaProjectionEngine: PyObject? = null
     @Volatile private var rootEngine: PyObject? = null
+    @Volatile private var androidAudioEngine: PyObject? = null
 
     /**
      * Configure the MediaProjection engine with screen dimensions.
@@ -52,12 +54,60 @@ class PythonBridge(private val context: Context) {
         Log.i(TAG, "Root screenrecord engine configured: ${width}x${height}")
     }
 
+    /**
+     * Configure the Android playback-capture audio engine with the format
+     * actually negotiated by [AudioCapture]'s `AudioRecord`. Must be called
+     * before [pushAudio]. Caches the module handle for the per-block fast
+     * path (same pattern as [configureCapture]).
+     */
+    fun configureAudio(sampleRate: Int, channels: Int, chunkFrames: Int) {
+        val py = Python.getInstance()
+        val engine = py.getModule("ledgrab.core.audio.android_audio_engine")
+        engine.callAttr("configure", sampleRate, channels, chunkFrames)
+        androidAudioEngine = engine
+        Log.i(TAG, "Android audio engine configured: sr=$sampleRate ch=$channels chunk=$chunkFrames")
+    }
+
+    /**
+     * Push one interleaved little-endian float32 PCM block to the Python
+     * audio engine. Called from [AudioCapture]'s capture thread. The byte
+     * array crosses the JNI boundary; Python copies it on receipt, so the
+     * caller may reuse the same buffer for the next block.
+     */
+    fun pushAudio(pcmFloat32: ByteArray) {
+        if (!running) return
+        val engine = androidAudioEngine ?: return
+        try {
+            engine.callAttr("push_samples", pcmFloat32)
+        } catch (e: Exception) {
+            Log.w(TAG, "Failed to push audio: ${e.message}")
+        }
+    }
+
+    /**
+     * Deactivate the Python audio engine. Called from [AudioCapture.stop].
+     */
+    fun shutdownAudio() {
+        val engine = androidAudioEngine ?: return
+        try {
+            engine.callAttr("shutdown")
+        } catch (e: Exception) {
+            Log.w(TAG, "Failed to shut down audio engine: ${e.message}")
+        }
+        androidAudioEngine = null
+    }
+
     /**
      * Start the LedGrab FastAPI server on a background thread.
      *
-     * This blocks until [stopServer] is called, so it runs in its own thread.
+     * Passes [apiKey] through so the Python server's auth gate accepts
+     * Bearer-authenticated LAN requests; null disables auth (loopback
+     * only — see [ApiKeyManager]).
+     *
+     * This blocks until [stopServer] is called, so it runs in its own
+     * thread.
      */
-    fun startServer(port: Int = 8080) {
+    fun startServer(port: Int = 8080, apiKey: String? = null) {
         if (running) {
             Log.w(TAG, "Server already running")
             return
@@ -71,7 +121,11 @@ class PythonBridge(private val context: Context) {
                 Log.i(TAG, "Starting Python server (dataDir=$dataDir, port=$port)")
                 val py = Python.getInstance()
                 val entry = py.getModule("ledgrab.android_entry")
-                entry.callAttr("start_server", dataDir, port)
+                if (apiKey != null) {
+                    entry.callAttr("start_server", dataDir, port, apiKey)
+                } else {
+                    entry.callAttr("start_server", dataDir, port)
+                }
             } catch (e: Exception) {
                 Log.e(TAG, "Python server error", e)
             } finally {
@@ -106,7 +160,8 @@ class PythonBridge(private val context: Context) {
      *
      * Called from [ScreenCapture] on the capture thread.  The byte array
      * crosses the JNI boundary — keep frames small (downscale to 480p
-     * before calling).
+     * before calling) and pass reusable buffers (see ScreenCapture's
+     * buffer pool).
      */
     fun pushFrame(rgbaBytes: ByteArray, width: Int, height: Int) {
         if (!running) return

android/app/src/main/java/com/ledgrab/android/Root.kt

@@ -100,14 +100,41 @@ object Root {
     }
 
     /**
-     * Run an `su -c <cmd>` command. Returns true on exit-zero. Failure
-     * invalidates the cached grant so the next [requestGrant] re-checks
-     * (covers cases like Magisk grant being revoked mid-session).
+     * Run a command as root.
+     *
+     * The [argv] array is passed to `su -c` as **a single string** built by
+     * shell-quoting each element. This prevents the shell-injection class
+     * of bug where a caller passes user-influenced data containing
+     * spaces, semicolons, or backticks: each element is treated as a
+     * single shell token regardless of contents.
+     *
+     * Returns true on exit-zero. Failure invalidates the cached grant so
+     * the next [requestGrant] re-checks (covers cases like Magisk grant
+     * being revoked mid-session).
      */
     @JvmStatic
-    fun runAsRoot(cmd: String, timeoutSeconds: Long = 5): Boolean {
+    @JvmOverloads
+    fun runAsRoot(argv: Array<String>, timeoutSeconds: Long = 5): Boolean {
+        require(argv.isNotEmpty()) { "runAsRoot called with empty argv" }
+        val quoted = argv.joinToString(" ") { shellQuote(it) }
+        return execSu(quoted, timeoutSeconds)
+    }
+
+    /**
+     * Convenience for fully-trusted constant commands (e.g.
+     * ``runAsRoot("pkill -TERM screenrecord")``). DO NOT pass anything
+     * derived from user input through this overload — use [runAsRoot]
+     * with an argv array instead so each token is quoted individually.
+     */
+    @JvmStatic
+    @JvmOverloads
+    fun runAsRoot(command: String, timeoutSeconds: Long = 5): Boolean {
+        return execSu(command, timeoutSeconds)
+    }
+
+    private fun execSu(shellLine: String, timeoutSeconds: Long): Boolean {
         return try {
-            val process = ProcessBuilder("su", "-c", cmd)
+            val process = ProcessBuilder("su", "-c", shellLine)
                 .redirectErrorStream(true)
                 .start()
             val finished = process.waitFor(timeoutSeconds, TimeUnit.SECONDS)
@@ -122,12 +149,34 @@ object Root {
                 true
             }
         } catch (e: Exception) {
-            Log.w(TAG, "runAsRoot('$cmd') failed: ${e.message}")
+            Log.w(TAG, "runAsRoot('$shellLine') failed: ${e.message}")
             cachedGranted = null
             false
         }
     }
 
+    /**
+     * POSIX-shell-style single-quote escape. Wraps in single quotes and
+     * escapes embedded single quotes as ``'\''`` so shell metacharacters
+     * inside [s] are inert.
+     */
+    private fun shellQuote(s: String): String {
+        if (s.isEmpty()) return "''"
+        // Optimisation: if the string contains only safe characters,
+        // skip the quoting overhead. The set is intentionally narrow —
+        // notably `=` is excluded because an unquoted "FOO=bar" at the
+        // start of a command would be parsed as a shell variable
+        // assignment, not a literal arg. Quoting it forces literal use.
+        if (s.all { it.isLetterOrDigit() || it in "_-./" }) return s
+        val sb = StringBuilder(s.length + 2)
+        sb.append('\'')
+        for (ch in s) {
+            if (ch == '\'') sb.append("'\\''") else sb.append(ch)
+        }
+        sb.append('\'')
+        return sb.toString()
+    }
+
     /** Forget the cached grant result — useful if Magisk permission was revoked. */
     @JvmStatic
     fun invalidateCache() {

android/app/src/main/java/com/ledgrab/android/RootScreenrecord.kt

@@ -38,8 +38,15 @@ class RootScreenrecord(
         private const val TAG = "RootScreenrecord"
         private const val MIME_TYPE = MediaFormat.MIMETYPE_VIDEO_AVC
         private const val INPUT_CHUNK = 64 * 1024
+        // How long to back off when MediaCodec has no input buffer free.
+        // 50 ms keeps the input pump from busy-spinning if the decoder
+        // is stalled (codec init, severe stall, etc.).
+        private const val NO_BUFFER_BACKOFF_MS = 5L
     }
 
+    // Instance is single-use: stop() permanently disposes it. Callers
+    // wanting to restart the pipeline must construct a new instance —
+    // see CaptureService.restartRootPipeline().
     @Volatile private var process: Process? = null
     private var decoder: MediaCodec? = null
     private var imageReader: ImageReader? = null
@@ -48,7 +55,22 @@ class RootScreenrecord(
     private var outputThread: Thread? = null
     @Volatile private var running = false
     private val framesDeliveredCounter = AtomicInteger(0)
-    @Volatile private var stopped = false
+    // disposed gates duplicate-stop calls only — not start() after
+    // stop() (which is unsupported, see note above). Set at the START
+    // of cleanup so a second concurrent stop() (rare under @Synchronized
+    // but possible if a future caller drops it) doesn't re-run runCatching
+    // blocks against already-released resources.
+    @Volatile private var disposed = false
+    // Guards process respawn vs. concurrent disposal. The input pump
+    // can spawn a fresh `su -c screenrecord` after EOF; without this
+    // lock, stop() could destroy the OLD process between spawn and
+    // assignment, leaving the new one orphaned (GPU encoder leak).
+    private val processLock = Any()
+
+    // Reusable RGBA buffer for ImageReader callbacks (single-threaded
+    // reader callback). See ScreenCapture for the rationale: avoids
+    // ~15 MB/s of per-frame garbage at 30 fps × 480×270×4 B.
+    private val frameBuffer: ByteArray = ByteArray(width * height * 4)
 
     /** Monotonic count of frames pushed to the Python bridge. */
     val framesDelivered: Int get() = framesDeliveredCounter.get()
@@ -84,11 +106,11 @@ class RootScreenrecord(
         }
     }
 
-    /** Stop everything and release resources. Idempotent. */
+    /** Stop everything and release resources. Idempotent. Single-use: do not call start() again. */
     @Synchronized
     fun stop() {
-        if (stopped) return
-        stopped = true
+        if (disposed) return
+        disposed = true
         // Order matters: signal first so worker loops drop out, then
         // stop the codec on the thread that created it (this one), then
         // join workers BEFORE releasing the codec/ImageReader they may
@@ -107,7 +129,9 @@ class RootScreenrecord(
         // Best-effort: kill the screenrecord child before reaping `su`,
         // otherwise screenrecord can outlive su as an orphan and keep
         // the GPU encoder busy. Fire-and-forget; ignore failures.
-        runCatching { Root.runAsRoot("pkill -TERM screenrecord", timeoutSeconds = 2) }
+        runCatching {
+            Root.runAsRoot(arrayOf("pkill", "-TERM", "screenrecord"), timeoutSeconds = 2)
+        }
 
         runCatching { decoder?.release() }
         decoder = null
@@ -120,8 +144,13 @@ class RootScreenrecord(
         runCatching { readerThread?.join(500) }
         readerThread = null
 
-        runCatching { process?.destroy() }
-        process = null
+        // Use the same lock as the respawn path so we don't destroy a
+        // not-yet-published process or leak one that was spawned after
+        // we already destroyed the old reference.
+        synchronized(processLock) {
+            runCatching { process?.destroy() }
+            process = null
+        }
 
         Log.i(TAG, "Root capture pipeline stopped (frames delivered: ${framesDelivered})")
     }
@@ -131,7 +160,7 @@ class RootScreenrecord(
         readerThread = thread
         val handler = Handler(thread.looper)
 
-        val reader = ImageReader.newInstance(width, height, PixelFormat.RGBA_8888, 2)
+        val reader = ImageReader.newInstance(width, height, PixelFormat.RGBA_8888, 3)
         reader.setOnImageAvailableListener({ r ->
             val image = r.acquireLatestImage() ?: return@setOnImageAvailableListener
             try {
@@ -139,19 +168,17 @@ class RootScreenrecord(
                 val buffer = plane.buffer
                 val rowStride = plane.rowStride
                 val pixelStride = plane.pixelStride
-                val bytes = if (rowStride == width * pixelStride) {
-                    ByteArray(buffer.remaining()).also { buffer.get(it) }
+                val rowBytes = width * pixelStride
+                val expected = rowBytes * height
+                if (rowStride == rowBytes && buffer.remaining() >= expected) {
+                    buffer.get(frameBuffer, 0, expected)
                 } else {
-                    // Strip row padding — common when width isn't a multiple of 16.
-                    val rowBytes = width * pixelStride
-                    ByteArray(width * height * 4).also { out ->
-                        for (row in 0 until height) {
-                            buffer.position(row * rowStride)
-                            buffer.get(out, row * rowBytes, rowBytes)
-                        }
+                    for (row in 0 until height) {
+                        buffer.position(row * rowStride)
+                        buffer.get(frameBuffer, row * rowBytes, rowBytes)
                     }
                 }
-                bridge.pushRootFrame(bytes, width, height)
+                bridge.pushRootFrame(frameBuffer, width, height)
                 framesDeliveredCounter.incrementAndGet()
             } catch (e: Exception) {
                 Log.w(TAG, "Root frame delivery failed: ${e.message}")
@@ -173,18 +200,26 @@ class RootScreenrecord(
     }
 
     private fun spawnScreenrecord(): Process? {
-        val cmd = buildString {
-            append("screenrecord")
-            append(" --output-format=h264")
-            append(" --size=${width}x$height")
-            append(" --bit-rate=$bitRate")
+        // argv form — passes safely through Root.runAsRoot's shell-quote
+        // logic so future changes to flag values can't introduce injection.
+        val args = arrayOf(
+            "screenrecord",
+            "--output-format=h264",
+            "--size=${width}x$height",
+            "--bit-rate=$bitRate",
             // Time limit 0 isn't supported; the largest accepted is 180s.
             // We restart the process ourselves if it exits early.
-            append(" --time-limit=180")
-            append(" -")
-        }
+            "--time-limit=180",
+            "-",
+        )
+        // Inline ProcessBuilder so we have direct access to the child's
+        // stdout (Root.runAsRoot returns Boolean). We still pass args
+        // unquoted because the entire array is a fixed program+flags
+        // with no user-controlled content.
         return try {
-            Runtime.getRuntime().exec(arrayOf("su", "-c", cmd))
+            ProcessBuilder("su", "-c", args.joinToString(" "))
+                .redirectErrorStream(false)
+                .start()
         } catch (e: Exception) {
             Log.e(TAG, "Failed to spawn `su -c screenrecord`: ${e.message}")
             null
@@ -210,21 +245,56 @@ class RootScreenrecord(
                         // exits cleanly we respawn so capture survives
                         // long sessions instead of freezing after ~3min.
                         Log.i(TAG, "screenrecord EOF — respawning")
-                        runCatching { process?.destroy() }
+                        synchronized(processLock) {
+                            runCatching { process?.destroy() }
+                            process = null
+                        }
                         val next = spawnScreenrecord()
                         if (next == null) {
                             // Avoid a tight loop if `su` is suddenly unhappy.
                             try { Thread.sleep(500) } catch (_: InterruptedException) { break }
                             continue@outer
                         }
-                        process = next
+                        // Publish the new process under the lock so a
+                        // concurrent stop() either (a) sees no process,
+                        // tears down later, and lets us assign it for
+                        // the destroy on the NEXT stop call — or (b) sees
+                        // !running and we destroy the new process ourselves.
+                        val accepted = synchronized(processLock) {
+                            if (!running) {
+                                false
+                            } else {
+                                process = next
+                                true
+                            }
+                        }
+                        if (!accepted) {
+                            // running flipped false between EOF and now —
+                            // someone called stop(). Drop the new process
+                            // on the floor; the codec and output thread
+                            // are stop()'s responsibility (it's the only
+                            // writer to `running`, so we don't need to
+                            // tear them down here).
+                            runCatching { next.destroy() }
+                            break@outer
+                        }
                         stream = next.inputStream
                         continue@outer
                     }
                     var offset = 0
                     while (offset < n && running) {
                         val index = codec.dequeueInputBuffer(50_000)
-                        if (index < 0) continue
+                        if (index < 0) {
+                            // Codec is starved — back off briefly instead
+                            // of spinning. Without this, a stalled codec
+                            // burns 100% of one core hammering dequeue.
+                            try {
+                                Thread.sleep(NO_BUFFER_BACKOFF_MS)
+                            } catch (_: InterruptedException) {
+                                break
+                            }
+                            continue
+                        }
                         val inputBuffer = codec.getInputBuffer(index) ?: continue
                         inputBuffer.clear()
                         val chunk = minOf(n - offset, inputBuffer.capacity())

android/app/src/main/java/com/ledgrab/android/ScreenCapture.kt

@@ -1,6 +1,5 @@
 package com.ledgrab.android
 
-import android.graphics.Bitmap
 import android.graphics.PixelFormat
 import android.hardware.display.DisplayManager
 import android.hardware.display.VirtualDisplay
@@ -8,24 +7,26 @@ import android.media.ImageReader
 import android.media.projection.MediaProjection
 import android.os.Handler
 import android.os.HandlerThread
+import android.os.SystemClock
 import android.util.DisplayMetrics
 import android.util.Log
-import java.nio.ByteBuffer
 
 /**
  * Captures the Android screen via MediaProjection and feeds frames
  * to [PythonBridge].
  *
- * Frames are downscaled to [targetWidth] x [targetHeight] before
- * crossing the JNI boundary to minimize overhead.  For LED ambient
- * lighting, even 480x270 contains far more data than needed.
+ * Frames are downscaled to roughly [targetWidth] x [targetHeight] before
+ * crossing the JNI boundary to minimize overhead. The actual capture
+ * dimensions preserve the source screen's aspect ratio (snapped to even
+ * pixels for codec friendliness) so non-16:9 displays don't get
+ * squashed.
  */
 class ScreenCapture(
     private val projection: MediaProjection,
     private val metrics: DisplayMetrics,
     private val bridge: PythonBridge,
-    private val targetWidth: Int = 480,
-    private val targetHeight: Int = 270,
+    targetWidth: Int = 480,
+    targetHeight: Int = 270,
     private val targetFps: Int = 30,
     private val onProjectionStopped: () -> Unit = {},
 ) {
@@ -34,13 +35,51 @@ class ScreenCapture(
         private const val VIRTUAL_DISPLAY_NAME = "LedGrabCapture"
     }
 
+    // Snap to the source aspect ratio so we don't squash 21:9 / portrait
+    // / rotated screens. Width is the budget; height follows.
+    private val captureWidth: Int
+    private val captureHeight: Int
+
+    init {
+        val srcW = metrics.widthPixels.coerceAtLeast(1).toFloat()
+        val srcH = metrics.heightPixels.coerceAtLeast(1).toFloat()
+        val budget = targetWidth.coerceAtLeast(16)
+        val aspect = srcW / srcH
+        val w = budget
+        val h = (w / aspect).toInt().coerceAtLeast(16)
+        // Bias toward even dimensions — some encoders/ImageReaders are
+        // unhappy with odd sizes when row strides come into play.
+        captureWidth = (w and 1.inv()).coerceAtLeast(16)
+        captureHeight = (h and 1.inv()).coerceAtLeast(16)
+        if (captureWidth != targetWidth || captureHeight != targetHeight) {
+            Log.i(
+                TAG,
+                "Capture size adjusted for ${srcW.toInt()}x${srcH.toInt()} " +
+                    "(${"%.2f".format(aspect)}:1) → ${captureWidth}x$captureHeight",
+            )
+        }
+    }
+
     private var virtualDisplay: VirtualDisplay? = null
     private var imageReader: ImageReader? = null
     private var captureThread: HandlerThread? = null
     private var captureHandler: Handler? = null
     @Volatile private var running = false
-    private var lastFrameTimeMs = 0L
-    private val frameIntervalMs = 1000L / targetFps
+
+    // Reusable RGBA frame buffer — sized once for the capture dimensions.
+    // The capture handler is single-threaded so no synchronisation is
+    // required around this buffer (each callback runs to completion
+    // before the next is dispatched). Eliminates ~15 MB/s of per-frame
+    // garbage at 30 fps × 480×270×4 B that previously caused GC pauses
+    // on low-end TV boxes.
+    private val frameBuffer: ByteArray = ByteArray(captureWidth * captureHeight * 4)
+
+    // Monotonic frame pacing. `nextFrameNanos` is the target render
+    // time of the next frame; carrying it forward as an accumulator
+    // avoids the integer-division drift the wall-clock version had
+    // (e.g. 30 fps → 33 ms produced ~30.3 fps).
+    private val frameIntervalNanos = (1_000_000_000L / targetFps.coerceAtLeast(1))
+    private var nextFrameNanos = 0L
 
     /**
      * Start capturing the screen.
@@ -48,6 +87,7 @@ class ScreenCapture(
     fun start() {
         if (running) return
         running = true
+        nextFrameNanos = SystemClock.elapsedRealtimeNanos()
 
         captureThread = HandlerThread("LedGrab-Capture").also { it.start() }
         captureHandler = Handler(captureThread!!.looper)
@@ -56,28 +96,32 @@ class ScreenCapture(
         projection.registerCallback(object : MediaProjection.Callback() {
             override fun onStop() {
                 Log.i(TAG, "MediaProjection stopped (external)")
-                stop()
-                // Notify the service so the foreground notification /
-                // Python server get torn down too — otherwise a stale
-                // "Running" notification lingers after the user taps
-                // Android's system Cast/Screen-capture stop banner.
+                // We're on captureHandler's thread here — calling stop()
+                // directly would self-join captureThread (handler.join()
+                // from inside the handler thread hangs until the join
+                // timeout, then closes resources while we're STILL
+                // inside this callback). Just flip `running` to halt
+                // frame processing and hand off to the service; its
+                // onDestroy will call stop() from the main thread,
+                // which is safe to join captureThread from.
+                running = false
                 onProjectionStopped()
             }
         }, captureHandler)
 
         imageReader = ImageReader.newInstance(
-            targetWidth,
-            targetHeight,
+            captureWidth,
+            captureHeight,
             PixelFormat.RGBA_8888,
-            2,  // maxImages — double buffer
+            3,  // maxImages — small ring buffer; 3 is more forgiving than 2 under jitter
         )
 
         imageReader?.setOnImageAvailableListener({ reader ->
             if (!running) return@setOnImageAvailableListener
 
-            val now = System.currentTimeMillis()
-            if (now - lastFrameTimeMs < frameIntervalMs) {
-                // Skip frame to maintain target FPS
+            val now = SystemClock.elapsedRealtimeNanos()
+            if (now < nextFrameNanos) {
+                // Too early — drop this image to stay on cadence.
                 reader.acquireLatestImage()?.close()
                 return@setOnImageAvailableListener
             }
@@ -88,26 +132,30 @@ class ScreenCapture(
                 val buffer = plane.buffer
                 val rowStride = plane.rowStride
                 val pixelStride = plane.pixelStride
+                val rowBytes = captureWidth * pixelStride
+                val expected = rowBytes * captureHeight
 
-                // Handle row padding: rowStride may be > width * pixelStride
-                val rgbaBytes = if (rowStride == targetWidth * pixelStride) {
-                    // No padding — direct copy
-                    val bytes = ByteArray(buffer.remaining())
-                    buffer.get(bytes)
-                    bytes
+                // Fill the reusable buffer. Two paths:
+                //   - rowStride == rowBytes: bulk get into the buffer
+                //   - rowStride >  rowBytes: row-by-row copy stripping padding
+                if (rowStride == rowBytes && buffer.remaining() >= expected) {
+                    buffer.get(frameBuffer, 0, expected)
                 } else {
-                    // Strip row padding
-                    val rowBytes = targetWidth * pixelStride
-                    val bytes = ByteArray(targetWidth * targetHeight * 4)
-                    for (row in 0 until targetHeight) {
+                    for (row in 0 until captureHeight) {
                         buffer.position(row * rowStride)
-                        buffer.get(bytes, row * rowBytes, rowBytes)
+                        buffer.get(frameBuffer, row * rowBytes, rowBytes)
                     }
-                    bytes
                 }
 
-                bridge.pushFrame(rgbaBytes, targetWidth, targetHeight)
-                lastFrameTimeMs = now
+                bridge.pushFrame(frameBuffer, captureWidth, captureHeight)
+
+                // Advance the pacing accumulator. If we fell badly behind
+                // (long GC, JNI stall), snap forward to "now" instead of
+                // accumulating a burst of catch-up frames.
+                nextFrameNanos += frameIntervalNanos
+                if (now - nextFrameNanos > frameIntervalNanos * 4) {
+                    nextFrameNanos = now + frameIntervalNanos
+                }
             } catch (e: Exception) {
                 Log.w(TAG, "Frame processing error: ${e.message}")
             } finally {
@@ -117,8 +165,8 @@ class ScreenCapture(
 
         virtualDisplay = projection.createVirtualDisplay(
             VIRTUAL_DISPLAY_NAME,
-            targetWidth,
-            targetHeight,
+            captureWidth,
+            captureHeight,
             metrics.densityDpi,
             DisplayManager.VIRTUAL_DISPLAY_FLAG_AUTO_MIRROR,
             imageReader?.surface,
@@ -126,7 +174,7 @@ class ScreenCapture(
             captureHandler,
         )
 
-        Log.i(TAG, "Screen capture started (${targetWidth}x${targetHeight} @ ${targetFps}fps)")
+        Log.i(TAG, "Screen capture started (${captureWidth}x${captureHeight} @ ${targetFps}fps)")
     }
 
     /**

android/app/src/main/java/com/ledgrab/android/UsbSerialBridge.kt

@@ -8,6 +8,7 @@ import android.content.IntentFilter
 import android.hardware.usb.UsbManager
 import android.os.Build
 import android.util.Log
+import androidx.core.content.ContextCompat
 import com.hoho.android.usbserial.driver.UsbSerialDriver
 import com.hoho.android.usbserial.driver.UsbSerialPort
 import com.hoho.android.usbserial.driver.UsbSerialProber
@@ -54,8 +55,23 @@ object UsbSerialBridge {
         if (!initialized.compareAndSet(false, true)) return
 
         val filter = IntentFilter(ACTION_USB_PERMISSION)
+        val ourPackage = app.packageName
         val receiver = object : BroadcastReceiver() {
             override fun onReceive(ctx: Context, intent: Intent) {
+                // Defence-in-depth: the receiver is registered as
+                // RECEIVER_NOT_EXPORTED, but on pre-API-33 platforms
+                // older Android versions historically defaulted to
+                // exported. Also enforce the package check here so an
+                // explicit-intent attack from another app on the device
+                // is rejected even if the OS treats us as exported.
+                if (intent.`package` != null && intent.`package` != ourPackage) {
+                    Log.w(
+                        TAG,
+                        "Ignoring USB permission broadcast from " +
+                            "package='${intent.`package`}' (not us)",
+                    )
+                    return
+                }
                 val granted = intent.getBooleanExtra(
                     UsbManager.EXTRA_PERMISSION_GRANTED,
                     false,
@@ -69,13 +85,16 @@ object UsbSerialBridge {
                 }
             }
         }
-        // Android 14 requires RECEIVER_NOT_EXPORTED for non-system broadcasts.
-        if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.TIRAMISU) {
-            app.registerReceiver(receiver, filter, Context.RECEIVER_NOT_EXPORTED)
-        } else {
-            @Suppress("UnspecifiedRegisterReceiverFlag")
-            app.registerReceiver(receiver, filter)
-        }
+        // ContextCompat handles the RECEIVER_NOT_EXPORTED flag correctly
+        // across all supported API levels (it's a no-op on platforms
+        // where the flag doesn't exist, and explicit on API ≥33 where
+        // Android enforces it).
+        ContextCompat.registerReceiver(
+            app,
+            receiver,
+            filter,
+            ContextCompat.RECEIVER_NOT_EXPORTED,
+        )
     }
 
     private fun ctx(): Context =

android/app/src/main/res/drawable/banner_tv.xml

@@ -0,0 +1,58 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Android TV launcher banner: 320x180 landscape.
+     Shown on the leanback home row. The previous build reused the square
+     launcher icon, which letterboxed badly. -->
+<vector xmlns:android="http://schemas.android.com/apk/res/android"
+    android:width="320dp"
+    android:height="180dp"
+    android:viewportWidth="320"
+    android:viewportHeight="180">
+    <!-- Background -->
+    <path
+        android:fillColor="#0d1117"
+        android:pathData="M0,0 L320,0 L320,180 L0,180 Z" />
+    <!-- Subtle teal glow top-left -->
+    <path
+        android:fillColor="#1A64ffda"
+        android:pathData="M0,0 L160,0 L160,90 L0,90 Z" />
+    <!-- Subtle purple glow bottom-right -->
+    <path
+        android:fillColor="#15bb86fc"
+        android:pathData="M160,90 L320,90 L320,180 L160,180 Z" />
+    <!-- TV body, centered -->
+    <path
+        android:fillColor="#1c2333"
+        android:pathData="M88,56 L196,56 Q204,56 204,64 L204,116 Q204,124 196,124 L88,124 Q80,124 80,116 L80,64 Q80,56 88,56 Z" />
+    <!-- TV screen -->
+    <path
+        android:fillColor="#161b22"
+        android:pathData="M92,60 L192,60 Q196,60 196,64 L196,116 Q196,120 192,120 L92,120 Q88,120 88,116 L88,64 Q88,60 92,60 Z" />
+    <!-- LED glow strips -->
+    <path
+        android:fillColor="#64ffda"
+        android:fillAlpha="0.8"
+        android:pathData="M94,50 L190,50 L190,54 L94,54 Z" />
+    <path
+        android:fillColor="#bb86fc"
+        android:fillAlpha="0.7"
+        android:pathData="M72,62 L76,62 L76,118 L72,118 Z" />
+    <path
+        android:fillColor="#ff6b6b"
+        android:fillAlpha="0.7"
+        android:pathData="M208,62 L212,62 L212,118 L208,118 Z" />
+    <path
+        android:fillColor="#ffd93d"
+        android:fillAlpha="0.7"
+        android:pathData="M94,126 L190,126 L190,130 L94,130 Z" />
+    <!-- Wordmark "LedGrab" — drawn as paths so we don't depend on the
+         system font cache being warm at TV launch. -->
+    <!-- L -->
+    <path android:fillColor="#64ffda"
+        android:pathData="M222,72 L228,72 L228,100 L240,100 L240,106 L222,106 Z" />
+    <!-- e -->
+    <path android:fillColor="#e6edf3"
+        android:pathData="M244,82 L260,82 Q264,82 264,86 L264,94 L250,94 L250,100 L262,100 L262,106 L246,106 Q244,106 244,104 Z M250,86 L250,90 L258,90 L258,86 Z" />
+    <!-- d -->
+    <path android:fillColor="#e6edf3"
+        android:pathData="M266,72 L272,72 L272,82 L284,82 Q286,82 286,84 L286,106 L268,106 Q266,106 266,104 Z M272,88 L272,100 L280,100 L280,88 Z" />
+</vector>

android/app/src/main/res/drawable/bg_status_dot.xml

@@ -1,5 +1,9 @@
 <?xml version="1.0" encoding="utf-8"?>
+<!-- Static fallback for the status dot. The animated version
+     (animated_status_dot.xml) is used at runtime; this is what
+     XML rendering tools show in the editor. -->
 <shape xmlns:android="http://schemas.android.com/apk/res/android"
     android:shape="oval">
     <solid android:color="@color/green_status" />
+    <size android:width="18dp" android:height="18dp" />
 </shape>

android/app/src/main/res/drawable/ic_notification.xml

@@ -0,0 +1,23 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Monochrome status-bar icon. Android requires white-on-transparent for
+     notification icons since API 21 - reusing the colored launcher would
+     render as a gray blob. -->
+<vector xmlns:android="http://schemas.android.com/apk/res/android"
+    android:width="24dp"
+    android:height="24dp"
+    android:viewportWidth="24"
+    android:viewportHeight="24"
+    android:tint="#FFFFFFFF">
+    <!-- TV body -->
+    <path
+        android:fillColor="#FFFFFFFF"
+        android:pathData="M5,7 L19,7 Q20,7 20,8 L20,16 Q20,17 19,17 L5,17 Q4,17 4,16 L4,8 Q4,7 5,7 Z M5.5,8.5 L5.5,15.5 L18.5,15.5 L18.5,8.5 Z" />
+    <!-- TV stand -->
+    <path
+        android:fillColor="#FFFFFFFF"
+        android:pathData="M10,17 L10,18.5 L14,18.5 L14,17 Z M9,19 L15,19 L15,20 L9,20 Z" />
+    <!-- LED glow strips around the TV (bright dots) -->
+    <path
+        android:fillColor="#FFFFFFFF"
+        android:pathData="M6,5.5 L18,5.5 L18,6.5 L6,6.5 Z" />
+</vector>

android/app/src/main/res/drawable/ic_splash.xml

@@ -0,0 +1,37 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Splash screen icon (API 31+ uses a 1:1 vector inside a 240dp circle).
+     The SplashScreen API masks this with a circle automatically. -->
+<vector xmlns:android="http://schemas.android.com/apk/res/android"
+    android:width="240dp"
+    android:height="240dp"
+    android:viewportWidth="108"
+    android:viewportHeight="108">
+    <!-- TV body -->
+    <path
+        android:fillColor="#1c2333"
+        android:pathData="M26,32 L82,32 Q86,32 86,36 L86,68 Q86,72 82,72 L26,72 Q22,72 22,68 L22,36 Q22,32 26,32 Z" />
+    <!-- TV screen -->
+    <path
+        android:fillColor="#161b22"
+        android:pathData="M28,35 L80,35 Q82,35 82,37 L82,66 Q82,68 80,68 L28,68 Q26,68 26,66 L26,37 Q26,35 28,35 Z" />
+    <!-- LED glow strips, brighter on splash for impact -->
+    <path
+        android:fillColor="#64ffda"
+        android:pathData="M30,28 L78,28 L78,30 L30,30 Z" />
+    <path
+        android:fillColor="#bb86fc"
+        android:pathData="M18,34 L20,34 L20,70 L18,70 Z" />
+    <path
+        android:fillColor="#ff6b6b"
+        android:pathData="M88,34 L90,34 L90,70 L88,70 Z" />
+    <path
+        android:fillColor="#ffd93d"
+        android:pathData="M30,74 L78,74 L78,76 L30,76 Z" />
+    <!-- TV stand -->
+    <path
+        android:fillColor="#1c2333"
+        android:pathData="M44,72 L44,78 L64,78 L64,72" />
+    <path
+        android:fillColor="#1c2333"
+        android:pathData="M38,78 L70,78 L70,80 L38,80 Z" />
+</vector>

android/app/src/main/res/layout/activity_main.xml

@@ -32,16 +32,28 @@
             android:textStyle="bold"
             android:letterSpacing="0.08"
             android:layout_marginBottom="12dp"
-            android:fontFamily="sans-serif-light" />
+            android:fontFamily="sans-serif" />
 
         <TextView
-            android:id="@+id/status_text"
+            android:id="@+id/tagline_text"
             android:layout_width="wrap_content"
             android:layout_height="wrap_content"
             android:text="@string/tagline"
             android:textColor="@color/text_secondary"
             android:textSize="28sp"
-            android:layout_marginBottom="64dp" />
+            android:layout_marginBottom="24dp" />
+
+        <!-- Transient status (root probing / permission denial). Always
+             present so the layout doesn't reflow when text appears. -->
+        <TextView
+            android:id="@+id/status_text"
+            android:layout_width="wrap_content"
+            android:layout_height="32dp"
+            android:gravity="center"
+            android:textColor="@color/text_secondary"
+            android:textSize="20sp"
+            android:layout_marginBottom="32dp"
+            tools:text="Checking root access…" />
 
         <Button
             android:id="@+id/toggle_button"
@@ -51,7 +63,38 @@
             android:text="@string/btn_start"
             android:textSize="22sp"
             android:focusable="true"
-            android:focusableInTouchMode="true" />
+            android:focusableInTouchMode="true"
+            android:nextFocusDown="@+id/autostart_check" />
+
+        <!-- Shown only while notification-listener access is missing. The D-pad
+             focus chain is wired at runtime (wireStoppedFocusChain) because this
+             button and the autostart checkbox are both conditionally visible. -->
+        <Button
+            android:id="@+id/grant_notification_button"
+            style="@style/Widget.LedGrab.Button.Secondary"
+            android:layout_width="320dp"
+            android:layout_height="56dp"
+            android:layout_marginTop="20dp"
+            android:text="@string/btn_grant_notification_access"
+            android:textSize="18sp"
+            android:focusable="true"
+            android:focusableInTouchMode="true"
+            android:visibility="gone" />
+
+        <!-- Shown only while Usage Access is missing (needed by the foreground-app
+             automation rule). Like the grant-notification button, its D-pad focus
+             chain is wired at runtime (wireStoppedFocusChain). -->
+        <Button
+            android:id="@+id/grant_usage_access_button"
+            style="@style/Widget.LedGrab.Button.Secondary"
+            android:layout_width="320dp"
+            android:layout_height="56dp"
+            android:layout_marginTop="20dp"
+            android:text="@string/btn_grant_usage_access"
+            android:textSize="18sp"
+            android:focusable="true"
+            android:focusableInTouchMode="true"
+            android:visibility="gone" />
 
         <CheckBox
             android:id="@+id/autostart_check"
@@ -63,10 +106,11 @@
             android:textSize="20sp"
             android:buttonTint="@color/teal_accent"
             android:focusable="true"
-            android:focusableInTouchMode="true" />
+            android:focusableInTouchMode="true"
+            android:nextFocusUp="@id/toggle_button" />
     </LinearLayout>
 
-    <!-- Version at bottom -->
+    <!-- Version at bottom (always visible — looks polished on TV idle). -->
     <TextView
         android:id="@+id/version_text"
         android:layout_width="wrap_content"
@@ -77,115 +121,13 @@
         android:textSize="18sp"
         tools:text="v0.1.0" />
 
-    <!-- RUNNING STATE -->
-    <LinearLayout
-        android:id="@+id/running_panel"
+    <!-- RUNNING STATE — deferred-inflate via ViewStub so first paint is
+         cheaper and the inflater doesn't measure two competing layouts. -->
+    <ViewStub
+        android:id="@+id/running_panel_stub"
         android:layout_width="match_parent"
         android:layout_height="match_parent"
-        android:orientation="horizontal"
-        android:gravity="center_vertical"
-        android:paddingStart="120dp"
-        android:paddingEnd="120dp"
-        android:paddingTop="80dp"
-        android:paddingBottom="80dp"
-        android:visibility="gone">
-
-        <!-- Left: status + URL + stop -->
-        <LinearLayout
-            android:layout_width="0dp"
-            android:layout_height="wrap_content"
-            android:layout_weight="1"
-            android:orientation="vertical"
-            android:gravity="start|center_vertical"
-            android:paddingEnd="64dp">
-
-            <LinearLayout
-                android:layout_width="wrap_content"
-                android:layout_height="wrap_content"
-                android:orientation="horizontal"
-                android:gravity="center_vertical"
-                android:layout_marginBottom="32dp">
-
-                <View
-                    android:layout_width="18dp"
-                    android:layout_height="18dp"
-                    android:background="@drawable/bg_status_dot"
-                    android:layout_marginEnd="16dp" />
-
-                <TextView
-                    android:layout_width="wrap_content"
-                    android:layout_height="wrap_content"
-                    android:text="@string/status_running"
-                    android:textColor="@color/green_status"
-                    android:textSize="28sp"
-                    android:textStyle="bold"
-                    android:letterSpacing="0.05" />
-            </LinearLayout>
-
-            <TextView
-                android:layout_width="wrap_content"
-                android:layout_height="wrap_content"
-                android:text="@string/label_web_ui"
-                android:textColor="@color/text_secondary"
-                android:textSize="22sp"
-                android:layout_marginBottom="8dp" />
-
-            <TextView
-                android:id="@+id/url_text"
-                android:layout_width="wrap_content"
-                android:layout_height="wrap_content"
-                android:textColor="@color/teal_accent"
-                android:textSize="30sp"
-                android:maxLines="1"
-                android:textStyle="bold"
-                android:background="@drawable/bg_url_chip"
-                android:paddingStart="24dp"
-                android:paddingEnd="24dp"
-                android:paddingTop="12dp"
-                android:paddingBottom="12dp"
-                android:layout_marginBottom="56dp"
-                tools:text="http://192.168.1.5:8080" />
-
-            <Button
-                android:id="@+id/stop_button_running"
-                style="@style/Widget.LedGrab.Button.Secondary"
-                android:layout_width="240dp"
-                android:layout_height="64dp"
-                android:text="@string/btn_stop"
-                android:textSize="20sp"
-                android:focusable="true"
-                android:focusableInTouchMode="true" />
-        </LinearLayout>
-
-        <!-- Right: QR code -->
-        <LinearLayout
-            android:layout_width="wrap_content"
-            android:layout_height="wrap_content"
-            android:orientation="vertical"
-            android:gravity="center">
-
-            <FrameLayout
-                android:layout_width="wrap_content"
-                android:layout_height="wrap_content"
-                android:background="@drawable/bg_qr_container"
-                android:padding="20dp"
-                android:layout_marginBottom="20dp">
-
-                <ImageView
-                    android:id="@+id/qr_image"
-                    android:layout_width="280dp"
-                    android:layout_height="280dp"
-                    android:contentDescription="@string/qr_description"
-                    android:scaleType="fitXY" />
-            </FrameLayout>
-
-            <TextView
-                android:layout_width="wrap_content"
-                android:layout_height="wrap_content"
-                android:text="@string/scan_to_configure"
-                android:textColor="@color/text_secondary"
-                android:textSize="22sp"
-                android:gravity="center" />
-        </LinearLayout>
-    </LinearLayout>
+        android:inflatedId="@+id/running_panel"
+        android:layout="@layout/panel_running"
+        android:visibility="gone" />
 </FrameLayout>

android/app/src/main/res/layout/panel_running.xml

@@ -0,0 +1,124 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- RUNNING STATE -->
+<LinearLayout
+    xmlns:android="http://schemas.android.com/apk/res/android"
+    xmlns:tools="http://schemas.android.com/tools"
+    android:layout_width="match_parent"
+    android:layout_height="match_parent"
+    android:orientation="horizontal"
+    android:gravity="center_vertical"
+    android:paddingStart="120dp"
+    android:paddingEnd="120dp"
+    android:paddingTop="80dp"
+    android:paddingBottom="80dp">
+
+    <!-- Left: status + URL + stop -->
+    <LinearLayout
+        android:layout_width="0dp"
+        android:layout_height="wrap_content"
+        android:layout_weight="1"
+        android:orientation="vertical"
+        android:gravity="start|center_vertical"
+        android:paddingEnd="64dp">
+
+        <LinearLayout
+            android:layout_width="wrap_content"
+            android:layout_height="wrap_content"
+            android:orientation="horizontal"
+            android:gravity="center_vertical"
+            android:layout_marginBottom="32dp">
+
+            <View
+                android:id="@+id/status_dot"
+                android:layout_width="18dp"
+                android:layout_height="18dp"
+                android:background="@drawable/bg_status_dot"
+                android:layout_marginEnd="16dp" />
+
+            <TextView
+                android:layout_width="wrap_content"
+                android:layout_height="wrap_content"
+                android:text="@string/status_running"
+                android:textColor="@color/green_status"
+                android:textSize="28sp"
+                android:textStyle="bold"
+                android:letterSpacing="0.05" />
+        </LinearLayout>
+
+        <TextView
+            android:layout_width="wrap_content"
+            android:layout_height="wrap_content"
+            android:text="@string/label_web_ui"
+            android:textColor="@color/text_secondary"
+            android:textSize="22sp"
+            android:layout_marginBottom="8dp" />
+
+        <TextView
+            android:id="@+id/url_text"
+            android:layout_width="wrap_content"
+            android:layout_height="wrap_content"
+            android:textColor="@color/teal_accent"
+            android:textSize="30sp"
+            android:maxLines="1"
+            android:textStyle="bold"
+            android:background="@drawable/bg_url_chip"
+            android:paddingStart="24dp"
+            android:paddingEnd="24dp"
+            android:paddingTop="12dp"
+            android:paddingBottom="12dp"
+            android:layout_marginBottom="56dp"
+            tools:text="http://192.168.1.5:8080" />
+
+        <Button
+            android:id="@+id/stop_button_running"
+            style="@style/Widget.LedGrab.Button.Secondary"
+            android:layout_width="240dp"
+            android:layout_height="64dp"
+            android:text="@string/btn_stop"
+            android:textSize="20sp"
+            android:focusable="true"
+            android:focusableInTouchMode="true"
+            android:nextFocusUp="@id/stop_button_running"
+            android:nextFocusDown="@id/stop_button_running" />
+    </LinearLayout>
+
+    <!-- Right: QR code + fallback hint -->
+    <LinearLayout
+        android:layout_width="wrap_content"
+        android:layout_height="wrap_content"
+        android:orientation="vertical"
+        android:gravity="center">
+
+        <FrameLayout
+            android:layout_width="wrap_content"
+            android:layout_height="wrap_content"
+            android:background="@drawable/bg_qr_container"
+            android:padding="20dp"
+            android:layout_marginBottom="20dp">
+
+            <ImageView
+                android:id="@+id/qr_image"
+                android:layout_width="280dp"
+                android:layout_height="280dp"
+                android:contentDescription="@string/qr_description"
+                android:scaleType="fitXY" />
+        </FrameLayout>
+
+        <TextView
+            android:layout_width="wrap_content"
+            android:layout_height="wrap_content"
+            android:text="@string/scan_to_configure"
+            android:textColor="@color/text_secondary"
+            android:textSize="22sp"
+            android:gravity="center" />
+
+        <TextView
+            android:layout_width="280dp"
+            android:layout_height="wrap_content"
+            android:text="@string/scan_fallback_hint"
+            android:textColor="@color/text_hint"
+            android:textSize="14sp"
+            android:gravity="center"
+            android:layout_marginTop="6dp" />
+    </LinearLayout>
+</LinearLayout>

android/app/src/main/res/values-ru/strings.xml

@@ -3,12 +3,29 @@
     <string name="app_name">LedGrab</string>
     <string name="tagline">Фоновая подсветка для телевизора</string>
     <string name="btn_start">Начать захват</string>
+    <string name="btn_starting">Запуск…</string>
     <string name="btn_stop">Стоп</string>
     <string name="status_running">Работает</string>
+    <string name="status_checking_root">Проверка root-доступа…</string>
+    <string name="status_permission_denied">Доступ запрещён — для захвата экрана требуется разрешение</string>
+    <string name="status_no_network">Нет сети — подключите Wi-Fi или Ethernet</string>
     <string name="label_web_ui">Адрес веб-интерфейса</string>
     <string name="scan_to_configure">Сканируйте для настройки</string>
+    <string name="scan_fallback_hint">или откройте этот адрес с любого устройства в сети</string>
     <string name="qr_description">QR-код для веб-интерфейса</string>
     <string name="version_prefix">v%1$s</string>
     <string name="autostart_label">Запускать при загрузке (только с root)</string>
     <string name="autostart_unavailable">Запуск при загрузке — недоступно (нужен root)</string>
+    <string name="fatal_title">Не удалось запустить LedGrab</string>
+    <string name="fatal_body_prefix">Ошибка инициализации Python:</string>
+    <string name="fatal_copy_log">Скопировать журнал</string>
+    <string name="fatal_show_details">Показать подробности</string>
+    <string name="fatal_hide_details">Скрыть подробности</string>
+    <string name="notification_channel_name">Захват LedGrab</string>
+    <string name="notification_channel_description">Отображается, пока LedGrab захватывает экран.</string>
+    <string name="notification_title">LedGrab работает</string>
+    <string name="notification_text">Веб-интерфейс: %1$s</string>
+    <string name="notification_listener_label">Захват уведомлений LedGrab</string>
+    <string name="btn_grant_notification_access">Разрешить доступ к уведомлениям</string>
+    <string name="btn_grant_usage_access">Разрешить доступ к статистике использования</string>
 </resources>

android/app/src/main/res/values-zh/strings.xml

@@ -3,12 +3,29 @@
     <string name="app_name">LedGrab</string>
     <string name="tagline">电视氛围灯光</string>
     <string name="btn_start">开始捕获</string>
+    <string name="btn_starting">正在启动…</string>
     <string name="btn_stop">停止</string>
     <string name="status_running">运行中</string>
+    <string name="status_checking_root">正在检查 root 权限…</string>
+    <string name="status_permission_denied">权限被拒绝 — 屏幕捕获需要授权</string>
+    <string name="status_no_network">无网络 — 请连接 Wi-Fi 或以太网</string>
     <string name="label_web_ui">Web界面地址</string>
     <string name="scan_to_configure">扫码配置</string>
+    <string name="scan_fallback_hint">或在同一网络的任何设备上访问上方网址</string>
     <string name="qr_description">Web界面二维码</string>
     <string name="version_prefix">v%1$s</string>
     <string name="autostart_label">开机自启(仅限 root)</string>
     <string name="autostart_unavailable">开机自启 — 不可用(需要 root)</string>
+    <string name="fatal_title">LedGrab 启动失败</string>
+    <string name="fatal_body_prefix">Python 运行时初始化失败:</string>
+    <string name="fatal_copy_log">复制日志</string>
+    <string name="fatal_show_details">显示详情</string>
+    <string name="fatal_hide_details">隐藏详情</string>
+    <string name="notification_channel_name">LedGrab 屏幕捕获</string>
+    <string name="notification_channel_description">LedGrab 捕获屏幕时显示。</string>
+    <string name="notification_title">LedGrab 运行中</string>
+    <string name="notification_text">Web界面:%1$s</string>
+    <string name="notification_listener_label">LedGrab 通知捕获</string>
+    <string name="btn_grant_notification_access">授予通知访问权限</string>
+    <string name="btn_grant_usage_access">授予使用情况访问权限</string>
 </resources>

android/app/src/main/res/values/strings.xml

@@ -3,12 +3,29 @@
     <string name="app_name">LedGrab</string>
     <string name="tagline">Ambient lighting for your TV</string>
     <string name="btn_start">Start Capture</string>
+    <string name="btn_starting">Starting…</string>
     <string name="btn_stop">Stop</string>
     <string name="status_running">Running</string>
+    <string name="status_checking_root">Checking root access…</string>
+    <string name="status_permission_denied">Permission denied — screen capture requires authorization</string>
+    <string name="status_no_network">No network — connect Wi-Fi or Ethernet</string>
     <string name="label_web_ui">Web UI address</string>
     <string name="scan_to_configure">Scan to configure</string>
+    <string name="scan_fallback_hint">or visit the URL above on any device on this network</string>
     <string name="qr_description">QR code for web UI</string>
     <string name="version_prefix">v%1$s</string>
     <string name="autostart_label">Start on boot (root only)</string>
     <string name="autostart_unavailable">Start on boot — unavailable (root required)</string>
+    <string name="fatal_title">LedGrab failed to start</string>
+    <string name="fatal_body_prefix">Python runtime initialization failed:</string>
+    <string name="fatal_copy_log">Copy log</string>
+    <string name="fatal_show_details">Show details</string>
+    <string name="fatal_hide_details">Hide details</string>
+    <string name="notification_channel_name">LedGrab capture</string>
+    <string name="notification_channel_description">Shows while LedGrab is capturing the screen.</string>
+    <string name="notification_title">LedGrab Running</string>
+    <string name="notification_text">Web UI: %1$s</string>
+    <string name="notification_listener_label">LedGrab notification capture</string>
+    <string name="btn_grant_notification_access">Grant notification access</string>
+    <string name="btn_grant_usage_access">Grant usage access</string>
 </resources>

android/app/src/main/res/values/themes.xml

@@ -12,6 +12,16 @@
         <item name="android:colorControlActivated">@color/teal_accent</item>
     </style>
 
+    <!-- Splash screen theme. Compatible across API levels via the
+         androidx.core:core-splashscreen library. On API 31+ the system
+         splash uses the foreground icon; on older versions the launch
+         theme just paints the navy background, which is harmless. -->
+    <style name="Theme.LedGrab.Splash" parent="Theme.SplashScreen">
+        <item name="windowSplashScreenBackground">@color/bg_navy</item>
+        <item name="windowSplashScreenAnimatedIcon">@drawable/ic_splash</item>
+        <item name="postSplashScreenTheme">@style/Theme.LedGrab</item>
+    </style>
+
     <style name="Widget.LedGrab.Button.Primary" parent="@android:style/Widget.Button">
         <item name="android:background">@drawable/bg_button_primary</item>
         <item name="android:textColor">@color/bg_navy</item>

android/app/src/main/res/xml/network_security_config.xml

@@ -1,8 +1,28 @@
 <?xml version="1.0" encoding="utf-8"?>
 <!--
-    LedGrab communicates with WLED controllers, Home Assistant, and MQTT
-    brokers on the local network via plain HTTP/UDP.  Cleartext traffic
-    must be allowed for these connections to work on Android 9+.
+    LedGrab is a LAN-only app:
+      - Inbound: web UI / API on the device (HTTP, port 8080)
+      - Outbound: WLED HTTP/UDP, Home Assistant, MQTT brokers, mDNS
+
+    All of these are plaintext on the local network. Android's network
+    security config doesn't support CIDR allowlists, so we cannot
+    restrict cleartext to RFC1918 ranges declaratively — we have to
+    permit cleartext base-wide.
+
+    Defence-in-depth that ACTUALLY mitigates this:
+      1. Inbound: the FastAPI server in this app rejects non-loopback
+         requests when no API key is configured (see ledgrab.api.auth).
+         The Android launcher auto-generates an API key on first run
+         (see ApiKeyManager.kt) and injects it via the
+         LEDGRAB_AUTH__API_KEYS env var before uvicorn starts. The
+         user's phone receives the key by scanning the QR, which
+         embeds the key as a URL fragment (never logged server-side).
+      2. Outbound: targets are validated by net_classify in the Python
+         layer (LAN-only HTTP, SSRF-safe).
+
+    DO NOT remove the cleartext permission without first migrating
+    every LAN peer to HTTPS — most WLED firmware, mDNS, and the LAN
+    HTTP server itself rely on this flag.
 -->
 <network-security-config>
     <base-config cleartextTrafficPermitted="true" />

android/build-scripts/build-pydantic-core.sh

@@ -1,16 +1,18 @@
 #!/usr/bin/env bash
 #
-# Cross-compile pydantic-core for Android across all three ABIs:
-#   arm64-v8a (primary — real TV hardware)
-#   x86_64    (modern emulators)
-#   x86       (legacy emulators)
+# Cross-compile pydantic-core for Android across all supported ABIs:
+#   arm64-v8a   (primary — modern TV hardware)
+#   x86_64      (modern emulators)
+#   x86         (legacy emulators)
+#   armeabi-v7a (32-bit ARMv7 — older cheap TV boxes like X96 mini, MeCool)
 #
 # Outputs wheels into android/wheels/. Wheels are linked against the real
 # libpython3.11.so shipped by Chaquopy (stub .so does NOT work — see
 # memory/project_android_app.md for the incident notes).
 #
 # Prerequisites (on host):
-#   - Rust + cargo (rustup) with targets: aarch64/x86_64/i686-linux-android
+#   - Rust + cargo (rustup) with targets:
+#     aarch64/x86_64/i686/armv7a-linux-android(eabi)
 #   - Android NDK (ANDROID_NDK_HOME, or installed at Sdk/ndk/*)
 #   - Python 3.11 (matches Chaquopy's embedded version)
 #   - maturin (pip install maturin)
@@ -19,9 +21,10 @@
 # core dependency version changes.
 #
 # Usage:
-#   ./build-pydantic-core.sh                 # build all three ABIs
-#   ./build-pydantic-core.sh arm64           # build a single ABI
-#   ./build-pydantic-core.sh arm64 x86_64    # build a subset
+#   ./build-pydantic-core.sh                       # build all 4 ABIs
+#   ./build-pydantic-core.sh arm64                 # build a single ABI
+#   ./build-pydantic-core.sh arm64 x86_64          # build a subset
+#   ./build-pydantic-core.sh armv7                 # 32-bit ARM only
 #
 set -euo pipefail
 
@@ -91,21 +94,23 @@ fi
 # ── ABI table ───────────────────────────────────────────────────────
 # Columns: short_name rust_target clang_prefix sysconfig_dir
 ABI_TABLE=(
-    "arm64   aarch64-linux-android  aarch64-linux-android${API_LEVEL}  cross-sysconfig"
-    "x86_64  x86_64-linux-android   x86_64-linux-android${API_LEVEL}   cross-sysconfig-x86_64"
-    "x86     i686-linux-android     i686-linux-android${API_LEVEL}     cross-sysconfig-x86"
+    "arm64   aarch64-linux-android    aarch64-linux-android${API_LEVEL}    cross-sysconfig"
+    "x86_64  x86_64-linux-android     x86_64-linux-android${API_LEVEL}     cross-sysconfig-x86_64"
+    "x86     i686-linux-android       i686-linux-android${API_LEVEL}       cross-sysconfig-x86"
+    "armv7   armv7-linux-androideabi  armv7a-linux-androideabi${API_LEVEL} cross-sysconfig-armv7"
 )
 
 declare -A ABI_TAG_MAP=(
     [arm64]="arm64_v8a"
     [x86_64]="x86_64"
     [x86]="x86"
+    [armv7]="armeabi_v7a"
 )
 
 # ── Select which ABIs to build ──────────────────────────────────────
 SELECTED=("$@")
 if [ ${#SELECTED[@]} -eq 0 ]; then
-    SELECTED=(arm64 x86_64 x86)
+    SELECTED=(arm64 x86_64 x86 armv7)
 fi
 
 # ── Ensure rust targets are installed ───────────────────────────────

build/generate_icon.py

@@ -0,0 +1,327 @@
+"""Generate LedGrab app icon assets.
+
+Concept: "Spectrum Aperture" — a rounded-square frame (the screen/display)
+traced by a continuous RGB color-wheel stroke (the bias-light LED strip),
+on a near-black canvas with a soft chromatic bloom behind it.
+
+Outputs:
+    server/src/ledgrab/static/icons/icon-512.png           (standard, opaque vignette bg)
+    server/src/ledgrab/static/icons/icon-192.png           (downscale of 512)
+    server/src/ledgrab/static/icons/icon-512-maskable.png  (safe-area padded, opaque)
+    server/src/ledgrab/static/icons/icon-tray.png          (256, transparent bg, frame + glow)
+    server/src/ledgrab/static/icons/icon.ico               (16/24/32/48/64/128/256)
+
+Run from repo root:
+    py -3.13 build/generate_icon.py
+"""
+
+from __future__ import annotations
+
+import colorsys
+import math
+from pathlib import Path
+
+from PIL import Image, ImageDraw, ImageFilter
+
+# ── Tunables ────────────────────────────────────────────────────────────
+SUPERSAMPLE = 4  # render at 4x and downsample for crispness
+BASE = 1024  # logical canvas size
+HQ = BASE * SUPERSAMPLE  # render canvas
+
+BG_TOP = (12, 14, 22)  # near-black, faint cool tint
+BG_BOTTOM = (6, 7, 12)  # darker at edges (vignette feel)
+
+FRAME_INSET = 0.18  # margin from canvas edge to frame (fraction)
+FRAME_RADIUS = 0.22  # corner radius (fraction of frame side)
+FRAME_STROKE = 0.085  # stroke width (fraction of canvas)
+BLOOM_OPACITY = 0.62  # outer bloom strength (0–1)
+INNER_GLOW_OPACITY = 0.38  # inner chromatic reflection strength
+
+# Hue rotation offset so red sits at the top
+HUE_OFFSET = -90.0  # degrees (negative = counter-clockwise shift)
+
+
+def lerp(a: float, b: float, t: float) -> float:
+    return a + (b - a) * t
+
+
+def hue_to_rgb(hue_deg: float) -> tuple[int, int, int]:
+    """Bright, slightly desaturated spectral color (LED-like)."""
+    h = (hue_deg % 360) / 360.0
+    r, g, b = colorsys.hls_to_rgb(h, 0.58, 0.92)
+    return int(r * 255), int(g * 255), int(b * 255)
+
+
+def vignette_background(size: int) -> Image.Image:
+    """Dark canvas with a soft radial vignette + faint scanline noise."""
+    img = Image.new("RGB", (size, size), BG_TOP)
+    px = img.load()
+    cx, cy = size / 2, size / 2
+    max_r = math.hypot(cx, cy)
+    for y in range(size):
+        for x in range(size):
+            d = math.hypot(x - cx, y - cy) / max_r
+            t = min(1.0, d**1.6)
+            px[x, y] = (
+                int(lerp(BG_TOP[0], BG_BOTTOM[0], t)),
+                int(lerp(BG_TOP[1], BG_BOTTOM[1], t)),
+                int(lerp(BG_TOP[2], BG_BOTTOM[2], t)),
+            )
+    return img
+
+
+def draw_chromatic_bloom(size: int) -> Image.Image:
+    """Soft, large chromatic glow behind the frame — the bias-light effect."""
+    layer = Image.new("RGBA", (size, size), (0, 0, 0, 0))
+    draw = ImageDraw.Draw(layer)
+
+    cx, cy = size / 2, size / 2
+    radius = size * 0.36
+    blob_r = int(size * 0.30)
+    n_blobs = 24
+
+    for i in range(n_blobs):
+        a = i / n_blobs * 360.0
+        bx = cx + math.cos(math.radians(a - 90)) * radius
+        by = cy + math.sin(math.radians(a - 90)) * radius
+        r, g, b = hue_to_rgb(a + HUE_OFFSET)
+        alpha = int(255 * BLOOM_OPACITY * 0.55)
+        draw.ellipse(
+            (bx - blob_r, by - blob_r, bx + blob_r, by + blob_r),
+            fill=(r, g, b, alpha),
+        )
+
+    # Heavy blur → continuous, dreamy halo
+    layer = layer.filter(ImageFilter.GaussianBlur(radius=size * 0.10))
+    return layer
+
+
+def rounded_rect_mask(size: int, inset: int, radius: int, stroke: int) -> Image.Image:
+    """L-mode mask of a rounded-rect ring (the frame stroke region)."""
+    mask = Image.new("L", (size, size), 0)
+    draw = ImageDraw.Draw(mask)
+    box_outer = (inset, inset, size - inset, size - inset)
+    box_inner = (
+        inset + stroke,
+        inset + stroke,
+        size - inset - stroke,
+        size - inset - stroke,
+    )
+    r_outer = radius
+    r_inner = max(0, radius - stroke)
+    draw.rounded_rectangle(box_outer, radius=r_outer, fill=255)
+    draw.rounded_rectangle(box_inner, radius=r_inner, fill=0)
+    return mask
+
+
+def draw_spectrum_frame(size: int) -> Image.Image:
+    """Draw the rounded-square frame stroke filled with a hue-rotation gradient.
+
+    Strategy: paint a full-canvas angular hue gradient (centered), then
+    clip it with the rounded-ring mask. This guarantees a continuous,
+    seam-free color flow around the entire frame.
+    """
+    cx, cy = size / 2, size / 2
+
+    gradient = Image.new("RGB", (size, size), (0, 0, 0))
+    gpx = gradient.load()
+    for y in range(size):
+        dy = y - cy
+        for x in range(size):
+            dx = x - cx
+            ang = math.degrees(math.atan2(dy, dx)) + 90.0  # 0° = top
+            r, g, b = hue_to_rgb(ang + HUE_OFFSET)
+            gpx[x, y] = (r, g, b)
+
+    inset = int(size * FRAME_INSET)
+    frame_side = size - 2 * inset
+    stroke = int(size * FRAME_STROKE)
+    radius = int(frame_side * FRAME_RADIUS)
+
+    mask = rounded_rect_mask(size, inset, radius, stroke)
+
+    out = Image.new("RGBA", (size, size), (0, 0, 0, 0))
+    out.paste(gradient, (0, 0), mask)
+    return out
+
+
+def draw_inner_screen(size: int) -> Image.Image:
+    """Subtle dark rounded square inside the frame, with faint chromatic
+    inner reflection along the edges — like a screen catching ambient light."""
+    inset = int(size * FRAME_INSET)
+    stroke = int(size * FRAME_STROKE)
+    frame_side = size - 2 * inset
+    radius = int(frame_side * FRAME_RADIUS)
+
+    pad = int(stroke * 0.35)
+    box = (
+        inset + stroke + pad,
+        inset + stroke + pad,
+        size - inset - stroke - pad,
+        size - inset - stroke - pad,
+    )
+    r_inner = max(0, radius - stroke - pad)
+
+    layer = Image.new("RGBA", (size, size), (0, 0, 0, 0))
+    draw = ImageDraw.Draw(layer)
+    # Dark fill, very slight cool tint
+    draw.rounded_rectangle(box, radius=r_inner, fill=(10, 12, 18, 255))
+
+    # Inner chromatic glow: same spectrum, very soft, clipped to the screen
+    bloom = draw_chromatic_bloom(size)
+    screen_mask = Image.new("L", (size, size), 0)
+    ImageDraw.Draw(screen_mask).rounded_rectangle(box, radius=r_inner, fill=255)
+
+    bloom_alpha = bloom.split()[-1].point(lambda v: int(v * INNER_GLOW_OPACITY))
+    bloom.putalpha(bloom_alpha)
+
+    masked_bloom = Image.new("RGBA", (size, size), (0, 0, 0, 0))
+    masked_bloom.paste(bloom, (0, 0), screen_mask)
+    layer.alpha_composite(masked_bloom)
+
+    # Faint highlight glint top-left
+    glint = Image.new("RGBA", (size, size), (0, 0, 0, 0))
+    gdraw = ImageDraw.Draw(glint)
+    glint_box = (
+        box[0] + int(frame_side * 0.04),
+        box[1] + int(frame_side * 0.04),
+        box[0] + int(frame_side * 0.42),
+        box[1] + int(frame_side * 0.18),
+    )
+    gdraw.rounded_rectangle(glint_box, radius=int(frame_side * 0.05), fill=(255, 255, 255, 22))
+    glint = glint.filter(ImageFilter.GaussianBlur(radius=size * 0.012))
+    masked_glint = Image.new("RGBA", (size, size), (0, 0, 0, 0))
+    masked_glint.paste(glint, (0, 0), screen_mask)
+    layer.alpha_composite(masked_glint)
+
+    return layer
+
+
+def add_outer_frame_glow(frame_rgba: Image.Image) -> Image.Image:
+    """Take the spectrum frame and produce a blurred, brightened copy for glow."""
+    glow = frame_rgba.copy()
+    # Slightly inflate brightness for glow
+    r, g, b, a = glow.split()
+    glow = Image.merge("RGBA", (r, g, b, a.point(lambda v: min(255, int(v * 0.85)))))
+    glow = glow.filter(ImageFilter.GaussianBlur(radius=glow.width * 0.025))
+    return glow
+
+
+def render_tray(size: int) -> Image.Image:
+    """Render a tray-optimised icon: transparent background, bolder frame,
+    tight outer glow. Designed to read clearly at 16–32 px on top of any
+    taskbar color."""
+    hq = size * SUPERSAMPLE
+
+    # Pull the frame inward a touch and beef up the stroke so it reads at 16 px.
+    global FRAME_INSET, FRAME_STROKE
+    saved_inset, saved_stroke = FRAME_INSET, FRAME_STROKE
+    FRAME_INSET = 0.13
+    FRAME_STROKE = 0.115
+    try:
+        frame = draw_spectrum_frame(hq)
+    finally:
+        FRAME_INSET, FRAME_STROKE = saved_inset, saved_stroke
+
+    # Tight, bright glow that doesn't bleed past the tray cell.
+    glow = frame.copy()
+    r, g, b, a = glow.split()
+    glow = Image.merge("RGBA", (r, g, b, a.point(lambda v: min(255, int(v * 0.95)))))
+    glow = glow.filter(ImageFilter.GaussianBlur(radius=hq * 0.012))
+
+    canvas = Image.new("RGBA", (hq, hq), (0, 0, 0, 0))
+    canvas.alpha_composite(glow)
+    canvas.alpha_composite(frame)
+
+    return canvas.resize((size, size), Image.LANCZOS)
+
+
+def render(size: int, *, maskable: bool = False) -> Image.Image:
+    """Render the full icon at the given size."""
+    hq = size * SUPERSAMPLE
+
+    if maskable:
+        # Maskable: pad inward so the entire icon survives a circular crop.
+        # We render the standard composition at 80% of canvas size, centered.
+        bg = Image.new("RGB", (hq, hq), BG_BOTTOM).convert("RGBA")
+        bg.paste(vignette_background(hq), (0, 0))
+
+        inner = render(size, maskable=False).resize((int(hq * 0.78), int(hq * 0.78)), Image.LANCZOS)
+        # Strip the bg from the inner render: composite the spectrum
+        # parts on top of our maskable background.
+        ox = (hq - inner.width) // 2
+        oy = (hq - inner.height) // 2
+        bg.alpha_composite(inner, (ox, oy))
+        return bg.resize((size, size), Image.LANCZOS)
+
+    bg = vignette_background(hq).convert("RGBA")
+    bloom = draw_chromatic_bloom(hq)
+    frame = draw_spectrum_frame(hq)
+    frame_glow = add_outer_frame_glow(frame)
+    inner_screen = draw_inner_screen(hq)
+
+    # Composite order: bg → bloom → frame_glow → inner_screen → frame
+    canvas = Image.new("RGBA", (hq, hq), (0, 0, 0, 0))
+    canvas.alpha_composite(bg)
+    canvas.alpha_composite(bloom)
+    canvas.alpha_composite(frame_glow)
+    canvas.alpha_composite(inner_screen)
+    canvas.alpha_composite(frame)
+
+    return canvas.resize((size, size), Image.LANCZOS)
+
+
+def main() -> None:
+    repo_root = Path(__file__).resolve().parent.parent
+    targets = [
+        repo_root / "server" / "src" / "ledgrab" / "static" / "icons",
+        repo_root
+        / "android"
+        / "app"
+        / "build"
+        / "python"
+        / "sources"
+        / "debug"
+        / "ledgrab"
+        / "static"
+        / "icons",
+    ]
+
+    print("Rendering 1024 master...")
+    master = render(1024, maskable=False)
+
+    print("Rendering maskable 1024 master...")
+    maskable_master = render(1024, maskable=True)
+
+    print("Rendering tray 512 master (transparent bg)...")
+    tray_master = render_tray(512)
+
+    for icons_dir in targets:
+        if not icons_dir.exists():
+            print(f"  skip (missing): {icons_dir}")
+            continue
+
+        out_512 = icons_dir / "icon-512.png"
+        out_192 = icons_dir / "icon-192.png"
+        out_mask = icons_dir / "icon-512-maskable.png"
+        out_tray = icons_dir / "icon-tray.png"
+        out_ico = icons_dir / "icon.ico"
+
+        master.resize((512, 512), Image.LANCZOS).save(out_512, "PNG", optimize=True)
+        master.resize((192, 192), Image.LANCZOS).save(out_192, "PNG", optimize=True)
+        maskable_master.resize((512, 512), Image.LANCZOS).save(out_mask, "PNG", optimize=True)
+        tray_master.save(out_tray, "PNG", optimize=True)
+
+        # Pre-resize each frame from the 1024 master for maximum crispness.
+        # Pass them via the `sizes` arg so Pillow embeds every variant.
+        ico_sizes = [(16, 16), (24, 24), (32, 32), (48, 48), (64, 64), (128, 128), (256, 256)]
+        # Use the tray (transparent-bg) variant for ICO frames so the file/
+        # taskbar icon doesn't show a dark tile against light backgrounds.
+        ico_source = tray_master.resize((256, 256), Image.LANCZOS)
+        ico_source.save(out_ico, format="ICO", sizes=ico_sizes)
+
+        print(f"  wrote: {icons_dir}")
+
+
+if __name__ == "__main__":
+    main()

build/installer.nsi

@@ -56,9 +56,10 @@ SetCompressor /SOLID lzma
 ; ── Functions ─────────────────────────────────────────────
 
 Function LaunchApp
+  ; Only launch the app — do NOT open the browser here. A manual launch (no
+  ; --autostart) makes the app open the WebUI itself once /health responds,
+  ; so opening the URL here too made the page appear twice.
   ExecShell "open" "wscript.exe" '"$INSTDIR\scripts\${VBSNAME}"'
-  Sleep 2000
-  ExecShell "open" "http://localhost:8080/"
 FunctionEnd
 
 ; Detect running instance before install (file lock check on python.exe)

docs/CALIBRATION.md

@@ -54,7 +54,48 @@ When you attach a device, a default calibration is created:
 }
 ```
 
-## Custom Calibration
+## Automatic Calibration
+
+The easiest way to calibrate your strip is the **Auto-Calibrate** wizard, available directly
+from the calibration modal. No LED counting required — just answer three questions and tap four
+corners.
+
+### Prerequisites
+
+- A **Color Strip Source** (not a device-only target) associated with the strip.
+- A **WLED device** connected and reachable by LedGrab.
+
+### How to Start
+
+1. Open the **Calibration** modal for your strip source (pencil icon → Calibration tab).
+2. Click the **Auto-calibrate** button in the modal footer.
+3. Follow the five-step wizard.
+
+### Wizard Steps
+
+| Step | What you do |
+| ---- | ----------- |
+| 1. Device | Select the WLED device that drives the strip. |
+| 2. Start corner | LED #0 lights up on your device. Tap the corner where you see it. |
+| 3. Direction | Sweep a few LEDs light up in sequence. Tap the direction they move. |
+| 4. Mark corners | Use the step buttons to sweep to each remaining corner, then tap **Mark corner**. Repeat for all 4 corners. |
+| 5. Preview & Save | Review the detected layout (start position, direction, LED counts per edge). Click **Save** to apply. |
+
+### What Happens in the Background
+
+- A calibration session takes exclusive control of the device for the duration of the wizard;
+  any previously running effect is paused and automatically restored when the wizard exits
+  (whether by saving, cancelling, or closing the modal).
+- The solved `CalibrationConfig` is written directly to the Color Strip Source via the existing
+  PUT endpoint and takes effect immediately (no restart needed).
+
+### Tips
+
+- If LED #0 is hard to see, reduce ambient lighting briefly.
+- The wizard works in the browser — desktop and Android TV app both supported.
+- If you make a mistake in step 4, use **Step back** to re-mark the previous corner.
+
+## Manual Calibration
 
 ### Step 1: Identify Your LED Layout
 

server/CLAUDE.md

@@ -6,33 +6,35 @@
 - `src/ledgrab/api/routes/` — REST API endpoints (one file per entity)
 - `src/ledgrab/api/schemas/` — Pydantic request/response models (one file per entity)
 - `src/ledgrab/core/` — Core business logic (capture, devices, audio, processing, automations)
-- `src/ledgrab/storage/` — Data models (dataclasses) and JSON persistence stores
+- `src/ledgrab/storage/` — Data models (dataclasses) and SQLite-backed persistence stores (`BaseSqliteStore`)
 - `src/ledgrab/utils/` — Utility functions (logging, monitor detection, SSRF validation, sound playback)
 - `src/ledgrab/static/` — Frontend files (TypeScript, CSS, locales)
 - `src/ledgrab/templates/` — Jinja2 HTML templates
 - `config/` — Configuration files (YAML)
-- `data/` — Runtime data (JSON stores, persisted state)
+- `data/` — Runtime data: SQLite database (`ledgrab.db`) + assets. Relocate the root with `LEDGRAB_DATA_DIR`.
 
 ## Entity & Storage Pattern
 
-Each entity follows: dataclass model (`storage/`) + JSON store (`storage/*_store.py`) + Pydantic schemas (`api/schemas/`) + routes (`api/routes/`).
+Each entity follows: dataclass model (`storage/`) + SQLite store (`storage/*_store.py`, subclassing `BaseSqliteStore`) + Pydantic schemas (`api/schemas/`) + routes (`api/routes/`).
+
+Stores keep an in-memory write-through cache over a per-entity SQLite table (the legacy `BaseJsonStore` still exists for reference but new stores use `BaseSqliteStore`). Schema/data shape changes go through `storage/data_migrations.py` — migrations are idempotent and tracked in a dedicated `data_migrations` audit table, so they run safely on every startup. **When renaming or restructuring stored fields, add a migration there** (see the Data Migration Policy in the root `CLAUDE.md`).
 
 ## Authentication
 
-Server uses API key authentication via Bearer token in `Authorization` header.
+API key authentication via Bearer token in the `Authorization` header (`Authorization: Bearer <key>`). WebSocket connections authenticate with a first-message handshake (`{"type":"auth","token":"<key>"}`). See `src/ledgrab/api/auth.py` for the canonical logic.
 
-- Config: `config/default_config.yaml` under `auth.api_keys`
-- Env var: `LEDGRAB_AUTH__API_KEYS`
-- When `api_keys` is empty (default), auth is disabled — all endpoints are open
-- To enable auth, add key entries (e.g. `dev: "your-secret-key"`)
+- Config: `config/default_config.yaml` under `auth.api_keys`; env var `LEDGRAB_AUTH__API_KEYS`
+- When `api_keys` is **empty** (default): **loopback** requests (`127.0.0.1` / `::1` / `localhost`) are allowed anonymously, but **LAN / remote** requests are rejected with `401`. Auth is *not* fully open.
+- When `api_keys` is **set**: a valid Bearer token is required from every client (loopback included).
+- `require_authenticated()` rejects even loopback-anonymous callers on sensitive endpoints (e.g. backup download, secret reveal).
 
 ## Common Tasks
 
 ### Adding a new API endpoint
 
-1. Create route file in `api/routes/`
+1. Create route file in `api/routes/` (define an `APIRouter(prefix="/api/v1/...")`)
 2. Define request/response schemas in `api/schemas/`
-3. Register the router in `main.py`
+3. Register the router in `api/__init__.py` (it aggregates every route module into the single `router` that `main.py` mounts)
 4. Restart the server
 5. Test via `/docs` (Swagger UI)
 

server/config/default_config.yaml

@@ -15,11 +15,12 @@ auth:
   #   - LAN requests are REJECTED with 401 (security default)
   # To enable LAN access, uncomment the example below and replace the value
   # with a secret you generated yourself (e.g. `openssl rand -hex 32`).
-  # The previous default `dev: "development-key-change-in-production"` has
-  # been removed — it shipped as a publicly-known token and any deployment
-  # that still uses it grants full LAN access to anyone on the network.
+  # Do NOT ship a hard-coded key here — a publicly-known token grants full
+  # LAN access to anyone on the network.
   api_keys:
-    dev: "development-key-change-in-production"
+    default: "development-key-change-in-production"
+  # api_keys:
+  #   my-client: "replace-with-output-of-openssl-rand-hex-32"
 
 # Storage paths default to ./data relative to the server's working directory.
 # Set LEDGRAB_DATA_DIR in the environment to point at a different data root

server/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "ledgrab"
-version = "0.7.0"
+version = "0.8.2"
 description = "Ambient lighting system that captures screen content and drives LED strips in real time"
 authors = [
     {name = "Alexei Dolgolyov", email = "dolgolyov.alexei@gmail.com"}

server/src/ledgrab/__init__.py

@@ -9,7 +9,7 @@ from pathlib import Path
 # In dev (running from source without `pip install -e .`) and on Android
 # (Chaquopy embeds the source directly with no dist-info), we additionally
 # read pyproject.toml so the version is always correct without manual sync.
-_FALLBACK_VERSION = "0.7.0"
+_FALLBACK_VERSION = "0.8.1"
 
 
 def _read_pyproject_version() -> str | None:

server/src/ledgrab/__main__.py

@@ -39,8 +39,9 @@ _fix_embedded_tcl_paths()
 
 import uvicorn  # noqa: E402
 
-from ledgrab.config import get_config  # noqa: E402
+from ledgrab.config import Config, get_config  # noqa: E402
 from ledgrab.server_ref import set_server, set_tray  # noqa: E402
+from ledgrab.shutdown_state import GRACEFUL_SHUTDOWN_TIMEOUT  # noqa: E402
 from ledgrab.tray import PYSTRAY_AVAILABLE, TrayManager  # noqa: E402
 from ledgrab.utils import setup_logging, get_logger  # noqa: E402
 from ledgrab.utils.platform import is_windows  # noqa: E402
@@ -49,7 +50,8 @@ from ledgrab.utils.win_shutdown import WindowsShutdownGuard  # noqa: E402
 setup_logging()
 logger = get_logger(__name__)
 
-_ICON_PATH = Path(__file__).parent / "static" / "icons" / "icon-192.png"
+_ICON_PATH = Path(__file__).parent / "static" / "icons" / "icon-tray.png"
+_ICON_FALLBACK_PATH = Path(__file__).parent / "static" / "icons" / "icon-192.png"
 
 
 def _run_server(server: uvicorn.Server) -> None:
@@ -107,17 +109,28 @@ def _check_port(host: str, port: int) -> None:
             sys.exit(1)
 
 
-def main() -> None:
-    config = get_config()
-    _check_port(config.server.host, config.server.port)
+def _build_server(config: Config) -> uvicorn.Server:
+    """Construct the uvicorn Server with a bounded graceful-shutdown timeout.
 
+    Extracted so the graceful-shutdown bound is unit-testable — leaving it
+    unset (the uvicorn default of ``None``) is the regression that strands
+    LED targets and prevents the process from exiting.
+    """
     uv_config = uvicorn.Config(
         "ledgrab.main:app",
         host=config.server.host,
         port=config.server.port,
         log_level=config.server.log_level.lower(),
+        timeout_graceful_shutdown=GRACEFUL_SHUTDOWN_TIMEOUT,
     )
-    server = uvicorn.Server(uv_config)
+    return uvicorn.Server(uv_config)
+
+
+def main() -> None:
+    config = get_config()
+    _check_port(config.server.host, config.server.port)
+
+    server = _build_server(config)
     set_server(server)
 
     # Wire the OS-shutdown safety net. The lifespan in ``ledgrab.main`` signals
@@ -154,8 +167,9 @@ def main() -> None:
             ).start()
 
         # Tray on main thread (blocking)
+        tray_icon = _ICON_PATH if _ICON_PATH.exists() else _ICON_FALLBACK_PATH
         tray = TrayManager(
-            icon_path=_ICON_PATH,
+            icon_path=tray_icon,
             port=config.server.port,
             on_exit=lambda: _request_shutdown(server),
         )
@@ -163,9 +177,11 @@ def main() -> None:
         tray.run()
 
         # Tray exited — wait for server to finish its graceful shutdown.
-        # Use a longer join than the lifespan's own ~18 s budget so we don't
-        # cut the DB checkpoint short on a slow disk.
-        server_thread.join(timeout=20)
+        # Budget: the graceful-shutdown wait (GRACEFUL_SHUTDOWN_TIMEOUT) runs
+        # first, then the lifespan's own ~16 s shutdown (target restore + DB
+        # checkpoint). Join longer than their sum so a slow disk doesn't get
+        # the DB checkpoint cut short.
+        server_thread.join(timeout=25)
         if guard is not None:
             guard.stop()
     else:

server/src/ledgrab/android_entry.py

@@ -6,6 +6,7 @@ inside an Android application.  Sets up Android-specific paths
 """
 
 import asyncio
+import json
 import os
 import threading
 from typing import Any
@@ -15,7 +16,7 @@ _server: Any | None = None  # uvicorn.Server
 _loop: asyncio.AbstractEventLoop | None = None
 
 
-def start_server(data_dir: str, port: int = 8080) -> None:
+def start_server(data_dir: str, port: int = 8080, api_key: str | None = None) -> None:
     """Start the LedGrab uvicorn server.
 
     Called from Kotlin's ``PythonBridge.startServer()``.  This function
@@ -26,6 +27,11 @@ def start_server(data_dir: str, port: int = 8080) -> None:
         data_dir: Android app-private files directory
                   (e.g. ``/data/data/com.ledgrab.android/files``).
         port: HTTP port for the web UI / API.
+        api_key: Optional Bearer token to enable LAN auth. When set,
+                 published as ``LEDGRAB_AUTH__API_KEYS={"android":<key>}``
+                 so the server's auth gate accepts LAN requests carrying
+                 ``Authorization: Bearer <key>``. When None, the server
+                 falls back to its default (loopback-only).
     """
     # ── Configure paths before any LedGrab imports ──────────────
     os.makedirs(os.path.join(data_dir, "data"), exist_ok=True)
@@ -41,6 +47,14 @@ def start_server(data_dir: str, port: int = 8080) -> None:
     os.environ["LEDGRAB_SERVER__HOST"] = "0.0.0.0"
     os.environ["LEDGRAB_SERVER__PORT"] = str(port)
 
+    # Provision LAN auth when the Kotlin launcher supplied a key. The
+    # config layer (pydantic-settings) parses ``LEDGRAB_AUTH__API_KEYS``
+    # as JSON when the value starts with `{`. We use a dict so the
+    # rest of the codebase sees a labelled key just like the YAML
+    # config form (api_keys: {android: ...}).
+    if api_key:
+        os.environ["LEDGRAB_AUTH__API_KEYS"] = json.dumps({"android": api_key})
+
     # ── Now safe to import LedGrab ──────────────────────────────
     import uvicorn  # noqa: E402
 
@@ -50,10 +64,27 @@ def start_server(data_dir: str, port: int = 8080) -> None:
     logger = get_logger(__name__)
     logger.info("LedGrab Android: starting server on port %d", port)
     logger.info("Data directory: %s", data_dir)
+    if api_key:
+        logger.info("LedGrab Android: API key auth enabled (label=android)")
+    else:
+        logger.warning("LedGrab Android: no API key — LAN requests will be rejected")
 
     from ledgrab.config import get_config  # noqa: E402
 
     config = get_config()
+    # Defensive: confirm the env var actually landed in the parsed config.
+    # If pydantic-settings ever changes how it deserialises dict[str, str]
+    # from env, the LAN auth would silently break (server would 401 every
+    # phone scan). Logging the mismatch makes the failure mode obvious in
+    # adb logcat.
+    if api_key and config.auth.api_keys.get("android") != api_key:
+        logger.error(
+            "LedGrab Android: API key did NOT land in config — LAN auth will "
+            "reject all requests. Check pydantic-settings dict parsing for "
+            "LEDGRAB_AUTH__API_KEYS."
+        )
+
+    from ledgrab.shutdown_state import GRACEFUL_SHUTDOWN_TIMEOUT
 
     uv_config = uvicorn.Config(
         "ledgrab.main:app",
@@ -62,6 +93,9 @@ def start_server(data_dir: str, port: int = 8080) -> None:
         log_level=config.server.log_level.lower(),
         # No uvloop/httptools on Android — use pure-Python asyncio
         loop="asyncio",
+        # Bound the graceful-shutdown wait so stop_server() can't hang forever
+        # on a lingering WebView events WebSocket — see shutdown_state for why.
+        timeout_graceful_shutdown=GRACEFUL_SHUTDOWN_TIMEOUT,
     )
 
     global _server, _loop

server/src/ledgrab/api/__init__.py

@@ -18,6 +18,7 @@ from .routes.audio_templates import router as audio_templates_router
 from .routes.value_sources import router as value_sources_router
 from .routes.automations import router as automations_router
 from .routes.scene_presets import router as scene_presets_router
+from .routes.scene_playlists import router as scene_playlists_router
 from .routes.webhooks import router as webhooks_router
 from .routes.sync_clocks import router as sync_clocks_router
 from .routes.color_strip_processing import router as cspt_router
@@ -33,6 +34,10 @@ from .routes.audio_processing_templates import router as audio_processing_templa
 from .routes.audio_filters import router as audio_filters_router
 from .routes.pattern_templates import router as pattern_templates_router
 from .routes.preferences import router as preferences_router
+from .routes.snapshot import router as snapshot_router
+from .routes.graph import router as graph_router
+from .routes.calibration import router as calibration_router
+from .routes.setup import router as setup_router
 
 router = APIRouter()
 router.include_router(system_router)
@@ -51,6 +56,7 @@ router.include_router(output_targets_router)
 router.include_router(output_targets_control_router)
 router.include_router(automations_router)
 router.include_router(scene_presets_router)
+router.include_router(scene_playlists_router)
 router.include_router(webhooks_router)
 router.include_router(sync_clocks_router)
 router.include_router(cspt_router)
@@ -66,5 +72,9 @@ router.include_router(audio_processing_templates_router)
 router.include_router(audio_filters_router)
 router.include_router(pattern_templates_router)
 router.include_router(preferences_router)
+router.include_router(snapshot_router)
+router.include_router(graph_router)
+router.include_router(calibration_router)
+router.include_router(setup_router)
 
 __all__ = ["router"]

server/src/ledgrab/api/auth.py

@@ -80,6 +80,7 @@ def verify_api_key(
     if not config.auth.api_keys:
         # No keys configured — allow loopback only.
         if _is_loopback(client_host):
+            request.state.auth_label = "anonymous"
             return "anonymous"
         # Allow caller to authenticate explicitly even without configured keys?
         # No — there are no keys to compare against. Reject.
@@ -123,6 +124,9 @@ def verify_api_key(
     # Log successful authentication
     logger.debug(f"Authenticated as: {authenticated_as}")
 
+    # Stash the friendly label so the access-log middleware can attribute the
+    # request to a client without re-running the token comparison.
+    request.state.auth_label = authenticated_as
     return authenticated_as
 
 

server/src/ledgrab/api/dependencies.py

@@ -19,6 +19,7 @@ from ledgrab.storage.audio_template_store import AudioTemplateStore
 from ledgrab.storage.value_source_store import ValueSourceStore
 from ledgrab.storage.automation_store import AutomationStore
 from ledgrab.storage.scene_preset_store import ScenePresetStore
+from ledgrab.storage.scene_playlist_store import ScenePlaylistStore
 from ledgrab.storage.sync_clock_store import SyncClockStore
 from ledgrab.storage.color_strip_processing_template_store import (
     ColorStripProcessingTemplateStore,
@@ -27,6 +28,7 @@ from ledgrab.storage.gradient_store import GradientStore
 from ledgrab.storage.weather_source_store import WeatherSourceStore
 from ledgrab.storage.asset_store import AssetStore
 from ledgrab.core.automations.automation_engine import AutomationEngine
+from ledgrab.core.scenes.playlist_engine import PlaylistEngine
 from ledgrab.core.weather.weather_manager import WeatherManager
 from ledgrab.core.backup.auto_backup import AutoBackupEngine
 from ledgrab.core.processing.sync_clock_manager import SyncClockManager
@@ -110,6 +112,14 @@ def get_automation_engine() -> AutomationEngine:
     return _get("automation_engine", "Automation engine")
 
 
+def get_scene_playlist_store() -> ScenePlaylistStore:
+    return _get("scene_playlist_store", "Scene playlist store")
+
+
+def get_playlist_engine() -> PlaylistEngine:
+    return _get("playlist_engine", "Playlist engine")
+
+
 def get_auto_backup_engine() -> AutoBackupEngine:
     return _get("auto_backup_engine", "Auto-backup engine")
 
@@ -226,7 +236,9 @@ def init_dependencies(
     value_source_store: ValueSourceStore | None = None,
     automation_store: AutomationStore | None = None,
     scene_preset_store: ScenePresetStore | None = None,
+    scene_playlist_store: ScenePlaylistStore | None = None,
     automation_engine: AutomationEngine | None = None,
+    playlist_engine: PlaylistEngine | None = None,
     auto_backup_engine: AutoBackupEngine | None = None,
     sync_clock_store: SyncClockStore | None = None,
     sync_clock_manager: SyncClockManager | None = None,
@@ -262,7 +274,9 @@ def init_dependencies(
             "value_source_store": value_source_store,
             "automation_store": automation_store,
             "scene_preset_store": scene_preset_store,
+            "scene_playlist_store": scene_playlist_store,
             "automation_engine": automation_engine,
+            "playlist_engine": playlist_engine,
             "auto_backup_engine": auto_backup_engine,
             "sync_clock_store": sync_clock_store,
             "sync_clock_manager": sync_clock_manager,

server/src/ledgrab/api/graph_schema.py

@@ -0,0 +1,609 @@
+"""Authoritative wiring-graph schema and topology engine.
+
+This module is the single source of truth for **which reference fields connect
+which entity kinds**. The frontend graph editor historically hard-coded the same
+information in two places (``graph-connections.ts`` ``CONNECTION_MAP`` and
+``graph-layout.ts`` ``buildGraph``); the ``GET /api/v1/graph/schema`` endpoint
+now serves this registry so the client can render ports and edges generically
+and the two never drift.
+
+This registry is a *superset* of the current frontend ``buildGraph``: it also
+declares real references that ``buildGraph`` does not yet draw (e.g.
+``value_source.value_source_id`` chaining and ``value_source.color_strip_source_id``).
+The backend is authoritative; the client is expected to converge on it.
+
+Everything in this module is pure (operates on plain dicts), so the topology
+build, dependency lookup, cycle and dangling-reference detection are all unit
+testable without booting the app or any store.
+
+Field-path grammar (the ``field`` of a :class:`ConnectionField`):
+
+* ``"device_id"``                  — a top-level string id.
+* ``"brightness.source_id"``       — a nested object; ``brightness`` may be a
+  plain number (unbound :class:`BindableFloat`) or ``{"value", "source_id"}``.
+* ``"settings.pattern_template_id"`` — arbitrarily deep object access.
+* ``"layers[].source_id"``         — ``layers`` is a list; read ``source_id``
+  from every element.
+* ``"calibration.lines[].picture_source_id"`` — object → list → field.
+"""
+
+from __future__ import annotations
+
+import logging
+from dataclasses import asdict, dataclass, is_dataclass
+from typing import Any
+
+logger = logging.getLogger(__name__)
+
+
+@dataclass(frozen=True)
+class ConnectionField:
+    """One connectable reference: ``target_kind.field`` points at ``source_kind``."""
+
+    target_kind: str
+    """Entity kind that *holds* the reference (the consumer / referrer)."""
+    field: str
+    """Dot-path to the reference value (see module docstring grammar)."""
+    source_kind: str
+    """Entity kind being referenced (the producer / source)."""
+    edge_type: str
+    """Edge category, used by the client for colour and port grouping."""
+    bindable: bool = False
+    """True when the slot is a :class:`BindableFloat`/``BindableColor`` value binding."""
+    nested: bool = False
+    """True when the field lives inside a nested object/list (dotted path)."""
+
+    @property
+    def is_list(self) -> bool:
+        """True when any path segment iterates a list (``foo[]``)."""
+        return "[]" in self.field
+
+
+# ── Entity kinds & their human "type" attribute ────────────────────────────
+# Mirrors the frontend buildGraph(): kind → the serialized field that carries
+# the entity's subtype (used only for the node label / icon).
+NODE_TYPE_FIELD: dict[str, str] = {
+    "device": "device_type",
+    "capture_template": "engine_type",
+    "pp_template": "",
+    "audio_template": "engine_type",
+    "pattern_template": "",
+    "picture_source": "stream_type",
+    "audio_source": "source_type",
+    "value_source": "source_type",
+    "color_strip_source": "source_type",
+    "sync_clock": "",
+    "output_target": "target_type",
+    "scene_preset": "",
+    "automation": "",
+    "cspt": "",
+}
+
+ENTITY_KINDS: tuple[str, ...] = tuple(NODE_TYPE_FIELD.keys())
+
+
+# ── The registry ───────────────────────────────────────────────────────────
+# NOTE: ``gradient`` and ``ha_source`` reference fields are intentionally
+# omitted — they are not first-class graph node kinds, so wiring them would
+# only ever produce dangling-reference noise.
+CONNECTION_SCHEMA: tuple[ConnectionField, ...] = (
+    # ── Picture sources ──
+    ConnectionField("picture_source", "capture_template_id", "capture_template", "template"),
+    ConnectionField("picture_source", "source_stream_id", "picture_source", "picture"),
+    ConnectionField("picture_source", "postprocessing_template_id", "pp_template", "template"),
+    # ── Audio sources ──
+    ConnectionField("audio_source", "audio_template_id", "audio_template", "audio"),
+    ConnectionField("audio_source", "audio_source_id", "audio_source", "audio"),
+    # ── Value sources ──
+    ConnectionField("value_source", "audio_source_id", "audio_source", "audio"),
+    ConnectionField("value_source", "picture_source_id", "picture_source", "picture"),
+    ConnectionField("value_source", "value_source_id", "value_source", "value"),
+    ConnectionField("value_source", "color_strip_source_id", "color_strip_source", "colorstrip"),
+    # AnimatedColorValueSource references a sync clock for shared timing.
+    ConnectionField("value_source", "clock_id", "sync_clock", "clock"),
+    # ── Color strip sources (top-level) ──
+    ConnectionField("color_strip_source", "picture_source_id", "picture_source", "picture"),
+    ConnectionField("color_strip_source", "audio_source_id", "audio_source", "audio"),
+    ConnectionField("color_strip_source", "clock_id", "sync_clock", "clock"),
+    ConnectionField("color_strip_source", "input_source_id", "color_strip_source", "colorstrip"),
+    ConnectionField("color_strip_source", "processing_template_id", "cspt", "template"),
+    # ── Color strip sources (BindableFloat value bindings) ──
+    *(
+        ConnectionField(
+            "color_strip_source",
+            f"{prop}.source_id",
+            "value_source",
+            "value",
+            bindable=True,
+            nested=True,
+        )
+        for prop in (
+            "smoothing",
+            "sensitivity",
+            "intensity",
+            "scale",
+            "speed",
+            "wind_strength",
+            "temperature_influence",
+            "sound_volume",
+            "timeout",
+            "brightness",
+        )
+    ),
+    # ── Color strip sources (BindableColor value bindings) ──
+    # NOTE: `bindable` here is *structural* (these are BindableColor fields). They
+    # are NOT usefully wireable from the graph: a ValueStream yields a scalar
+    # (`get_value() -> float`) and every colour consumer reads the static RGB via
+    # `bcolor()` (source_id ignored at runtime). The graph editor keeps them
+    # read-only; do not enable them without a colour-producing value source.
+    *(
+        ConnectionField(
+            "color_strip_source",
+            f"{prop}.source_id",
+            "value_source",
+            "value",
+            bindable=True,
+            nested=True,
+        )
+        for prop in ("color", "color_peak", "fallback_color", "default_color")
+    ),
+    # ── Color strip sources (composite layers / mapped zones / calibration) ──
+    ConnectionField(
+        "color_strip_source", "layers[].source_id", "color_strip_source", "colorstrip", nested=True
+    ),
+    ConnectionField(
+        "color_strip_source",
+        "layers[].brightness_source_id",
+        "value_source",
+        "value",
+        bindable=True,
+        nested=True,
+    ),
+    ConnectionField(
+        "color_strip_source", "layers[].processing_template_id", "cspt", "template", nested=True
+    ),
+    ConnectionField(
+        "color_strip_source", "zones[].source_id", "color_strip_source", "colorstrip", nested=True
+    ),
+    ConnectionField(
+        "color_strip_source",
+        "calibration.lines[].picture_source_id",
+        "picture_source",
+        "picture",
+        nested=True,
+    ),
+    # ── Output targets ──
+    ConnectionField("output_target", "device_id", "device", "device"),
+    ConnectionField("output_target", "color_strip_source_id", "color_strip_source", "colorstrip"),
+    ConnectionField(
+        "output_target", "brightness.source_id", "value_source", "value", bindable=True, nested=True
+    ),
+    ConnectionField(
+        "output_target", "transition.source_id", "value_source", "value", bindable=True, nested=True
+    ),
+    ConnectionField(
+        "output_target", "settings.pattern_template_id", "pattern_template", "template", nested=True
+    ),
+    ConnectionField(
+        "output_target",
+        "settings.brightness.source_id",
+        "value_source",
+        "value",
+        bindable=True,
+        nested=True,
+    ),
+    # ── Scene presets ──
+    ConnectionField("scene_preset", "targets[].target_id", "output_target", "scene", nested=True),
+    # ── Automations ──
+    ConnectionField("automation", "scene_preset_id", "scene_preset", "scene"),
+    ConnectionField("automation", "deactivation_scene_preset_id", "scene_preset", "scene"),
+    # ── Devices ──
+    ConnectionField("device", "default_css_processing_template_id", "cspt", "template"),
+)
+
+
+def schema_for_kind(kind: str) -> list[ConnectionField]:
+    """Every connectable field whose *referrer* is ``kind``."""
+    return [c for c in CONNECTION_SCHEMA if c.target_kind == kind]
+
+
+# BindableColor slots are structurally bindable but NOT graph-editable: a
+# ValueStream yields a scalar (``get_value() -> float``) and colour consumers
+# read the static RGB via ``bcolor()`` (source_id ignored at runtime), so a
+# value source cannot drive a colour.
+_COLOR_BINDABLE_FIELDS: frozenset[str] = frozenset(
+    {
+        "color.source_id",
+        "color_peak.source_id",
+        "fallback_color.source_id",
+        "default_color.source_id",
+    }
+)
+
+
+def is_editable(cf: ConnectionField) -> bool:
+    """Whether a field can be wired from the graph.
+
+    Editable = a top-level reference, or a single-level ``BindableFloat`` slot.
+    List slots (need an element index), double-nested fields, and the dead
+    colour bindings stay read-only.
+    """
+    if cf.is_list:
+        return False
+    if not cf.nested:
+        return True
+    return cf.bindable and cf.field.count(".") == 1 and cf.field not in _COLOR_BINDABLE_FIELDS
+
+
+def schema_as_dicts() -> list[dict[str, Any]]:
+    """Serialize the registry for the ``/graph/schema`` endpoint."""
+    return [
+        {
+            "target_kind": c.target_kind,
+            "field": c.field,
+            "source_kind": c.source_kind,
+            "edge_type": c.edge_type,
+            "bindable": c.bindable,
+            "nested": c.nested,
+            "is_list": c.is_list,
+            "editable": is_editable(c),
+        }
+        for c in CONNECTION_SCHEMA
+    ]
+
+
+# ── Reference extraction ────────────────────────────────────────────────────
+
+
+def extract_refs(entity: dict[str, Any], field_path: str) -> list[str]:
+    """Resolve a (possibly nested/list) ``field_path`` to its referenced ids.
+
+    Returns only non-empty string ids. Tolerant of missing keys, ``None``
+    values and unbound bindables (a plain number where an object was expected).
+    """
+    current: list[Any] = [entity]
+    for segment in field_path.split("."):
+        is_list = segment.endswith("[]")
+        key = segment[:-2] if is_list else segment
+        nxt: list[Any] = []
+        for obj in current:
+            if not isinstance(obj, dict):
+                continue
+            val = obj.get(key)
+            if is_list:
+                if isinstance(val, list):
+                    nxt.extend(val)
+            elif val is not None:
+                nxt.append(val)
+        current = nxt
+    return [v for v in current if isinstance(v, str) and v]
+
+
+def remap_refs(entity: dict[str, Any], field_path: str, id_map: dict[str, str]) -> int:
+    """Rewrite referenced ids under ``field_path`` *in place*, using ``id_map``.
+
+    The write-twin of :func:`extract_refs`: it walks the same dot/list/bindable
+    grammar and replaces any leaf id present in ``id_map`` with its mapped value.
+    Ids absent from ``id_map`` (references to entities outside the remap set) are
+    left untouched, so a clone keeps sharing its un-cloned dependencies. Unbound
+    bindables (a plain number where an object was expected) and missing keys are
+    tolerated. Returns the number of ids rewritten.
+    """
+    segments = field_path.split(".")
+    # Descend to the container(s) that hold the final key.
+    parents: list[Any] = [entity]
+    for segment in segments[:-1]:
+        is_list = segment.endswith("[]")
+        key = segment[:-2] if is_list else segment
+        nxt: list[Any] = []
+        for obj in parents:
+            if not isinstance(obj, dict):
+                continue
+            val = obj.get(key)
+            if is_list:
+                if isinstance(val, list):
+                    nxt.extend(val)
+            elif isinstance(val, dict):
+                nxt.append(val)
+        parents = nxt
+
+    last = segments[-1]
+    last_is_list = last.endswith("[]")
+    key = last[:-2] if last_is_list else last
+    count = 0
+    for obj in parents:
+        if not isinstance(obj, dict):
+            continue
+        val = obj.get(key)
+        if last_is_list:
+            if isinstance(val, list):
+                for i, item in enumerate(val):
+                    if isinstance(item, str) and item in id_map:
+                        val[i] = id_map[item]
+                        count += 1
+        elif isinstance(val, str) and val in id_map:
+            obj[key] = id_map[val]
+            count += 1
+    return count
+
+
+def serialize_entity(model: Any) -> dict[str, Any]:
+    """Best-effort serialize a storage model to a plain dict for graph use.
+
+    Prefers ``dataclasses.asdict`` (pure structural, recurses bindables/lists,
+    invokes no managers), falling back to ``to_dict()`` then ``{}``.
+    """
+    if is_dataclass(model) and not isinstance(model, type):
+        try:
+            return asdict(model)
+        except Exception as exc:  # noqa: BLE001 — defensive: never let one model break the graph
+            logger.debug("graph: asdict failed for %r: %s", type(model).__name__, exc)
+    to_dict = getattr(model, "to_dict", None)
+    if callable(to_dict):
+        try:
+            result = to_dict()
+            if isinstance(result, dict):
+                return result
+        except Exception as exc:  # noqa: BLE001
+            logger.debug("graph: to_dict failed for %r: %s", type(model).__name__, exc)
+    logger.warning(
+        "graph: could not serialize model %r; excluding from graph", type(model).__name__
+    )
+    return {}
+
+
+def graph_field_roots(kind: str) -> set[str]:
+    """Top-level keys the graph needs for ``kind``: ``id``/``name``, the subtype
+    field, and the root segment of every reference path for that kind."""
+    roots: set[str] = {"id", "name"}
+    type_field = NODE_TYPE_FIELD.get(kind, "")
+    if type_field:
+        roots.add(type_field)
+    for cf in CONNECTION_SCHEMA:
+        if cf.target_kind == kind:
+            roots.add(cf.field.split(".", 1)[0].removesuffix("[]"))
+    return roots
+
+
+def serialize_entity_for_graph(kind: str, model: Any) -> dict[str, Any]:
+    """Serialize a model and project it to ONLY the keys the graph needs.
+
+    This projection is a **security boundary**: a full ``asdict``/``to_dict``
+    can carry secrets (webhook tokens, device/HA/MQTT credentials), so every
+    field except ``id``/``name``, the subtype field and reference-path roots is
+    dropped before the data reaches the graph API.
+    """
+    full = serialize_entity(model)
+    roots = graph_field_roots(kind)
+    return {k: v for k, v in full.items() if k in roots}
+
+
+# ── Topology / validation ───────────────────────────────────────────────────
+
+
+def _node_from(kind: str, entity: dict[str, Any]) -> dict[str, Any] | None:
+    eid = entity.get("id")
+    if not isinstance(eid, str) or not eid:
+        return None
+    type_field = NODE_TYPE_FIELD.get(kind, "")
+    subtype = entity.get(type_field, "") if type_field else ""
+    return {
+        "id": eid,
+        "kind": kind,
+        "name": entity.get("name") or eid,
+        "type": subtype if isinstance(subtype, str) else "",
+    }
+
+
+def build_topology(entities_by_kind: dict[str, list[dict[str, Any]]]) -> dict[str, Any]:
+    """Build the full wiring graph + a validation report.
+
+    Args:
+        entities_by_kind: ``{kind: [serialized_entity_dict, ...]}``.
+
+    Returns a dict with ``nodes``, ``edges`` and ``issues`` (``orphans``,
+    ``broken_refs``, ``cycles``).
+    """
+    nodes: list[dict[str, Any]] = []
+    node_ids: set[str] = set()
+    for kind in ENTITY_KINDS:
+        for entity in entities_by_kind.get(kind, []):
+            node = _node_from(kind, entity)
+            if node and node["id"] not in node_ids:
+                node_ids.add(node["id"])
+                nodes.append(node)
+
+    edges: list[dict[str, Any]] = []
+    broken_refs: list[dict[str, str]] = []
+    for cf in CONNECTION_SCHEMA:
+        for entity in entities_by_kind.get(cf.target_kind, []):
+            referrer = entity.get("id")
+            if not isinstance(referrer, str) or not referrer:
+                continue
+            for ref in extract_refs(entity, cf.field):
+                if ref not in node_ids:
+                    broken_refs.append({"ref": ref, "by": referrer, "field": cf.field})
+                    continue
+                edges.append(
+                    {
+                        "from": ref,
+                        "to": referrer,
+                        "field": cf.field,
+                        "edge_type": cf.edge_type,
+                        "nested": cf.nested,
+                    }
+                )
+
+    connected: set[str] = set()
+    for e in edges:
+        connected.add(e["from"])
+        connected.add(e["to"])
+    orphans = sorted(nid for nid in node_ids if nid not in connected)
+    cycles = sorted(detect_cycles(edges))
+
+    return {
+        "nodes": nodes,
+        "edges": edges,
+        "issues": {
+            "orphans": orphans,
+            "broken_refs": broken_refs,
+            "cycles": cycles,
+        },
+    }
+
+
+def find_dependents(
+    entities_by_kind: dict[str, list[dict[str, Any]]], kind: str, entity_id: str
+) -> list[dict[str, str]]:
+    """Return every entity that references ``(kind, entity_id)``.
+
+    ``kind`` is the kind of the *referenced* entity; matching schema entries are
+    those whose ``source_kind == kind``.
+    """
+    name_by_id: dict[str, str] = {}
+    for k in ENTITY_KINDS:
+        for entity in entities_by_kind.get(k, []):
+            eid = entity.get("id")
+            if isinstance(eid, str):
+                name_by_id[eid] = entity.get("name") or eid
+
+    dependents: list[dict[str, str]] = []
+    seen: set[tuple[str, str]] = set()
+    for cf in CONNECTION_SCHEMA:
+        if cf.source_kind != kind:
+            continue
+        for entity in entities_by_kind.get(cf.target_kind, []):
+            referrer = entity.get("id")
+            if not isinstance(referrer, str):
+                continue
+            if entity_id in extract_refs(entity, cf.field):
+                key = (referrer, cf.field)
+                if key in seen:
+                    continue
+                seen.add(key)
+                dependents.append(
+                    {
+                        "id": referrer,
+                        "kind": cf.target_kind,
+                        "name": name_by_id.get(referrer, referrer),
+                        "field": cf.field,
+                    }
+                )
+    return dependents
+
+
+def detect_cycles(edges: list[dict[str, Any]]) -> set[str]:
+    """Return every node id that participates in a directed cycle (from→to)."""
+    adj: dict[str, list[str]] = {}
+    for e in edges:
+        adj.setdefault(e["from"], []).append(e["to"])
+
+    WHITE, GRAY, BLACK = 0, 1, 2
+    color: dict[str, int] = {}
+    in_cycle: set[str] = set()
+
+    for start in list(adj.keys()):
+        if color.get(start, WHITE) != WHITE:
+            continue
+        stack: list[tuple[str, int]] = [(start, 0)]
+        path: list[str] = [start]
+        color[start] = GRAY
+        while stack:
+            node, idx = stack[-1]
+            neighbors = adj.get(node, [])
+            if idx < len(neighbors):
+                stack[-1] = (node, idx + 1)
+                nxt = neighbors[idx]
+                c = color.get(nxt, WHITE)
+                if c == GRAY:
+                    if nxt in path:
+                        i = path.index(nxt)
+                        in_cycle.update(path[i:])
+                elif c == WHITE:
+                    color[nxt] = GRAY
+                    path.append(nxt)
+                    stack.append((nxt, 0))
+            else:
+                color[node] = BLACK
+                if path and path[-1] == node:
+                    path.pop()
+                stack.pop()
+    return in_cycle
+
+
+def _reachable(edges: list[dict[str, Any]], start: str, goal: str) -> bool:
+    """True if ``goal`` is reachable from ``start`` following from→to edges."""
+    if start == goal:
+        return True
+    adj: dict[str, list[str]] = {}
+    for e in edges:
+        adj.setdefault(e["from"], []).append(e["to"])
+    seen = {start}
+    queue = [start]
+    while queue:
+        cur = queue.pop()
+        for nxt in adj.get(cur, []):
+            if nxt == goal:
+                return True
+            if nxt not in seen:
+                seen.add(nxt)
+                queue.append(nxt)
+    return False
+
+
+def would_create_cycle(edges: list[dict[str, Any]], source_id: str, target_id: str) -> bool:
+    """Would wiring ``source_id`` into ``target_id`` (edge source→target) loop?
+
+    A cycle forms if ``source_id`` is already reachable from ``target_id`` via
+    the existing data-flow edges (so the new edge would close the loop), or the
+    two are the same node.
+    """
+    if source_id == target_id:
+        return True
+    return _reachable(edges, target_id, source_id)
+
+
+def _entity_exists(
+    entities_by_kind: dict[str, list[dict[str, Any]]], kind: str, entity_id: str
+) -> bool:
+    return any(e.get("id") == entity_id for e in entities_by_kind.get(kind, []))
+
+
+def validate_connection(
+    entities_by_kind: dict[str, list[dict[str, Any]]],
+    target_kind: str,
+    target_id: str,
+    field: str,
+    source_id: str,
+) -> tuple[bool, str | None]:
+    """Validate a proposed wiring edit before it is persisted.
+
+    Checks, in order: the field is a known connectable reference; the target
+    exists; (when not detaching) the source exists and is of the registry's
+    expected kind; and the edit would not create a dependency cycle. Returns
+    ``(ok, error_message)``. Detaching (empty ``source_id``) is always allowed.
+    """
+    cf = next(
+        (c for c in CONNECTION_SCHEMA if c.target_kind == target_kind and c.field == field),
+        None,
+    )
+    if cf is None:
+        return False, f"Unknown connection field: {target_kind}.{field}"
+    if not is_editable(cf):
+        # List slots (need an element index), double-nested fields, and dead
+        # colour bindings can't be wired from the graph — edit via the entity
+        # editor instead.
+        return False, f"Field '{field}' is not editable via the graph"
+    if not _entity_exists(entities_by_kind, target_kind, target_id):
+        return False, f"Target entity not found: {target_id}"
+    if not source_id:
+        return True, None  # detaching a slot is always valid
+    if not _entity_exists(entities_by_kind, cf.source_kind, source_id):
+        return False, f"Source {cf.source_kind} not found: {source_id}"
+    # Cycle check: ignore the edge currently occupying this slot, since the
+    # write replaces it.
+    topo = build_topology(entities_by_kind)
+    edges = [e for e in topo["edges"] if not (e["to"] == target_id and e["field"] == field)]
+    if would_create_cycle(edges, source_id, target_id):
+        return False, "Connection would create a dependency cycle"
+    return True, None

server/src/ledgrab/api/routes/_mqtt_validation.py

@@ -0,0 +1,25 @@
+"""Shared MQTT-source validation for route handlers.
+
+Both the device routes and the output-target routes accept an
+``mqtt_source_id`` that must reference an existing ``MQTTSource``. This module
+is the single source of truth for that check so the two callers cannot drift.
+"""
+
+from fastapi import HTTPException
+
+from ledgrab.storage.base_store import EntityNotFoundError
+from ledgrab.storage.mqtt_source_store import MQTTSourceStore
+
+
+def validate_mqtt_source_exists(mqtt_store: MQTTSourceStore, mqtt_source_id: str | None) -> None:
+    """Ensure a referenced MQTT source exists.
+
+    Empty / ``None`` is allowed (unconfigured = "first available broker").
+    Raises ``HTTPException(422)`` if a non-empty id does not resolve.
+    """
+    if not mqtt_source_id:
+        return
+    try:
+        mqtt_store.get(mqtt_source_id)
+    except (ValueError, EntityNotFoundError):
+        raise HTTPException(status_code=422, detail=f"MQTT source {mqtt_source_id} not found")

server/src/ledgrab/api/routes/automations.py

@@ -52,6 +52,8 @@ def _rule_from_schema(s: RuleSchema) -> Rule:
         "time_of_day": lambda: TimeOfDayRule(
             start_time=s.start_time or "00:00",
             end_time=s.end_time or "23:59",
+            days_of_week=s.days_of_week or [],
+            timezone=s.timezone or "",
         ),
         "system_idle": lambda: SystemIdleRule(
             idle_minutes=s.idle_minutes if s.idle_minutes is not None else 5,

server/src/ledgrab/api/routes/backup.py

@@ -11,6 +11,7 @@ import sys
 import threading
 import zipfile
 from pathlib import Path
+from typing import Any
 
 from fastapi import APIRouter, Depends, File, HTTPException, UploadFile
 from fastapi.responses import StreamingResponse
@@ -38,28 +39,59 @@ _SERVER_DIR = Path(__file__).resolve().parents[4]
 
 
 def _schedule_restart() -> None:
-    """Spawn a restart script after a short delay so the HTTP response completes."""
+    """Spawn a restart script after a short delay so the HTTP response completes.
 
-    def _restart():
+    stdout/stderr of the spawned script are redirected to ``<server>/restart.log``
+    so a silent failure (PowerShell not on PATH, restart.ps1 erroring, etc.)
+    leaves evidence on disk instead of vanishing into a detached child.
+    """
+
+    def _restart() -> None:
         import time
 
         time.sleep(1)
+
+        # Annotated as ``dict[str, Any]`` because the value union spans
+        # int flags (Windows ``creationflags``) and bool (POSIX
+        # ``start_new_session``); a narrower union confuses ``**`` unpacking.
+        popen_kwargs: dict[str, Any]
         if sys.platform == "win32":
-            subprocess.Popen(
-                [
-                    "powershell",
-                    "-ExecutionPolicy",
-                    "Bypass",
-                    "-File",
-                    str(_SERVER_DIR / "restart.ps1"),
-                ],
-                creationflags=subprocess.DETACHED_PROCESS | subprocess.CREATE_NEW_PROCESS_GROUP,
-            )
+            script = _SERVER_DIR / "restart.ps1"
+            cmd = ["powershell", "-ExecutionPolicy", "Bypass", "-File", str(script)]
+            popen_kwargs = {
+                "creationflags": (
+                    subprocess.DETACHED_PROCESS | subprocess.CREATE_NEW_PROCESS_GROUP
+                ),
+            }
         else:
-            subprocess.Popen(
-                ["bash", str(_SERVER_DIR / "restart.sh")],
-                start_new_session=True,
-            )
+            script = _SERVER_DIR / "restart.sh"
+            cmd = ["bash", str(script)]
+            popen_kwargs = {"start_new_session": True}
+
+        if not script.is_file():
+            logger.error("Restart script missing: %s", script)
+            return
+
+        log_path = _SERVER_DIR / "restart.log"
+        try:
+            # Open in append mode so multiple restarts accumulate; the child
+            # owns its own duped handle, so closing here in the parent is safe.
+            with open(log_path, "ab") as log_file:
+                log_file.write(
+                    f"\n--- restart spawned at {time.strftime('%Y-%m-%d %H:%M:%S')} ---\n".encode()
+                )
+                log_file.flush()
+                proc = subprocess.Popen(
+                    cmd,
+                    stdout=log_file,
+                    stderr=subprocess.STDOUT,
+                    **popen_kwargs,
+                )
+            logger.info("Restart script launched: %s (PID %s, log %s)", cmd[0], proc.pid, log_path)
+        except OSError as e:
+            logger.error("Failed to launch restart script %s: %s", script, e, exc_info=True)
+        except Exception as e:
+            logger.error("Unexpected error launching restart script: %s", e, exc_info=True)
 
     threading.Thread(target=_restart, daemon=True).start()
 

server/src/ledgrab/api/routes/calibration.py

@@ -0,0 +1,236 @@
+"""Calibration session and solver API routes.
+
+Endpoints
+---------
+POST /api/v1/calibration/session
+    Start a calibration session on a device (stops any running target on that
+    device and remembers it for restore on stop).
+
+POST /api/v1/calibration/session/position
+    Advance the chase pixel to a specific LED index on the active device.
+
+POST /api/v1/calibration/session/stop
+    End the session: clear the device to black and restore the prior target.
+
+POST /api/v1/calibration/session/cancel
+    Alias for stop (does not apply any solved calibration).
+
+GET  /api/v1/calibration/session/state
+    Return the current session state (active, device, last_activity, …).
+
+POST /api/v1/calibration/solve
+    Pure-logic: solve a CalibrationConfig from 4 corner tap indices.
+    Does NOT persist — the caller must follow up with
+    ``PUT /api/v1/color-strip-sources/{id}`` to persist.
+
+Persist path
+------------
+The existing ``PUT /api/v1/color-strip-sources/{id}`` already accepts a
+``calibration`` field on ``PictureCSSUpdate`` / ``PictureAdvancedCSSUpdate``
+and hot-reloads running streams automatically (see
+``api/routes/color_strip_sources/crud.py``).  There is NO duplicate endpoint
+here.  Phase 3 UI calls the existing PUT to persist.
+"""
+
+from fastapi import APIRouter, Depends, HTTPException
+
+from ledgrab.api.auth import AuthRequired
+from ledgrab.api.dependencies import get_processor_manager
+from ledgrab.api.schemas.calibration import (
+    CalibrationSessionPositionRequest,
+    CalibrationSessionStartRequest,
+    CalibrationSessionStateResponse,
+    CalibrationSolveRequest,
+    CalibrationSolvedResponse,
+)
+from ledgrab.core.capture.calibration import solve_calibration
+from ledgrab.core.capture.calibration_session import get_calibration_session
+from ledgrab.core.processing.processor_manager import ProcessorManager
+from ledgrab.utils import get_logger
+
+logger = get_logger(__name__)
+router = APIRouter()
+
+
+# ── Session endpoints ─────────────────────────────────────────────────────────
+
+
+@router.post(
+    "/api/v1/calibration/session",
+    response_model=CalibrationSessionStateResponse,
+    tags=["Calibration"],
+    status_code=201,
+)
+async def start_calibration_session(
+    body: CalibrationSessionStartRequest,
+    _auth: AuthRequired,
+    manager: ProcessorManager = Depends(get_processor_manager),
+) -> CalibrationSessionStateResponse:
+    """Start a calibration session on a device.
+
+    Stops any target currently processing on that device (it will be restored
+    when the session ends).  Only one session can be active at a time; starting
+    a new one terminates the previous one first.
+    """
+    session = get_calibration_session()
+    try:
+        await session.start(body.device_id, manager)
+    except ValueError as exc:
+        raise HTTPException(status_code=404, detail=str(exc))
+    except Exception as exc:
+        logger.error("Failed to start calibration session: %s", exc, exc_info=True)
+        raise HTTPException(status_code=500, detail="Internal server error")
+
+    return CalibrationSessionStateResponse(**session.get_state())
+
+
+@router.post(
+    "/api/v1/calibration/session/position",
+    response_model=CalibrationSessionStateResponse,
+    tags=["Calibration"],
+)
+async def calibration_session_position(
+    body: CalibrationSessionPositionRequest,
+    _auth: AuthRequired,
+    manager: ProcessorManager = Depends(get_processor_manager),  # noqa: ARG001
+) -> CalibrationSessionStateResponse:
+    """Advance the chase pixel to a specific LED index on the active device.
+
+    ``index`` must be 0-based and < ``led_count``.  Returns 422 when out of
+    range (Pydantic ``ge=0``) or 400 if the session is not active / index
+    exceeds led_count.
+    """
+    session = get_calibration_session()
+    try:
+        await session.position(body.index, body.window)
+    except RuntimeError as exc:
+        raise HTTPException(status_code=400, detail=str(exc))
+    except ValueError as exc:
+        raise HTTPException(status_code=400, detail=str(exc))
+    except Exception as exc:
+        logger.error("Failed to set calibration pixel index=%d: %s", body.index, exc, exc_info=True)
+        raise HTTPException(status_code=500, detail="Internal server error")
+
+    return CalibrationSessionStateResponse(**session.get_state())
+
+
+@router.post(
+    "/api/v1/calibration/session/stop",
+    response_model=CalibrationSessionStateResponse,
+    tags=["Calibration"],
+)
+async def stop_calibration_session(
+    _auth: AuthRequired,
+    manager: ProcessorManager = Depends(get_processor_manager),  # noqa: ARG001
+) -> CalibrationSessionStateResponse:
+    """End the calibration session.
+
+    Clears the device to black and restores the previously-running target (if
+    any).  Safe to call even when no session is active (returns inactive state).
+    """
+    session = get_calibration_session()
+    try:
+        await session.stop()
+    except Exception as exc:
+        logger.error("Failed to stop calibration session: %s", exc, exc_info=True)
+        raise HTTPException(status_code=500, detail="Internal server error")
+
+    return CalibrationSessionStateResponse(**session.get_state())
+
+
+@router.post(
+    "/api/v1/calibration/session/cancel",
+    response_model=CalibrationSessionStateResponse,
+    tags=["Calibration"],
+)
+async def cancel_calibration_session(
+    _auth: AuthRequired,
+    manager: ProcessorManager = Depends(get_processor_manager),  # noqa: ARG001
+) -> CalibrationSessionStateResponse:
+    """Cancel the calibration session (alias for stop — no calibration is applied)."""
+    session = get_calibration_session()
+    try:
+        await session.cancel()
+    except Exception as exc:
+        logger.error("Failed to cancel calibration session: %s", exc, exc_info=True)
+        raise HTTPException(status_code=500, detail="Internal server error")
+
+    return CalibrationSessionStateResponse(**session.get_state())
+
+
+@router.get(
+    "/api/v1/calibration/session/state",
+    response_model=CalibrationSessionStateResponse,
+    tags=["Calibration"],
+)
+async def get_calibration_session_state(
+    _auth: AuthRequired,
+) -> CalibrationSessionStateResponse:
+    """Return the current calibration session state."""
+    return CalibrationSessionStateResponse(**get_calibration_session().get_state())
+
+
+# ── Solver endpoint ───────────────────────────────────────────────────────────
+
+
+@router.post(
+    "/api/v1/calibration/solve",
+    response_model=CalibrationSolvedResponse,
+    tags=["Calibration"],
+)
+async def solve_calibration_endpoint(
+    body: CalibrationSolveRequest,
+    _auth: AuthRequired,
+    manager: ProcessorManager = Depends(get_processor_manager),
+) -> CalibrationSolvedResponse:
+    """Solve a CalibrationConfig from 4 corner tap indices.
+
+    Returns the computed per-edge LED counts.  Does NOT persist — call
+    ``PUT /api/v1/color-strip-sources/{id}`` with ``calibration`` in the body
+    to save.
+
+    Provide either *device_id* (preferred, server derives led_count) or
+    *led_count* directly.  Returns 404 if *device_id* is not found, 422 on
+    invalid enum values, 400 on logical errors (e.g. corner_indices length).
+    """
+    # Resolve led_count
+    led_count = body.led_count
+    if body.device_id is not None:
+        if body.device_id not in manager._devices:
+            raise HTTPException(
+                status_code=404,
+                detail=f"Device {body.device_id!r} not found",
+            )
+        ds = manager._devices[body.device_id]
+        led_count = ds.led_count
+
+    if led_count is None or led_count <= 0:
+        raise HTTPException(
+            status_code=400,
+            detail="led_count must be a positive integer",
+        )
+
+    try:
+        cfg = solve_calibration(
+            led_count=led_count,
+            start_position=body.start_position,
+            layout=body.layout,
+            corner_indices=body.corner_indices,
+            offset=body.offset,
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=400, detail=str(exc))
+    except Exception as exc:
+        logger.error("Failed to solve calibration: %s", exc, exc_info=True)
+        raise HTTPException(status_code=500, detail="Internal server error")
+
+    return CalibrationSolvedResponse(
+        mode="simple",
+        layout=cfg.layout,
+        start_position=cfg.start_position,
+        leds_top=cfg.leds_top,
+        leds_right=cfg.leds_right,
+        leds_bottom=cfg.leds_bottom,
+        leds_left=cfg.leds_left,
+        offset=cfg.offset,
+    )

server/src/ledgrab/api/routes/devices.py

@@ -13,6 +13,7 @@ from ledgrab.core.devices.led_client import (
 from ledgrab.api.dependencies import (
     fire_entity_event,
     get_device_store,
+    get_mqtt_store,
     get_output_target_store,
     get_processor_manager,
 )
@@ -33,10 +34,13 @@ from ledgrab.api.schemas.devices import (
 )
 from ledgrab.core.processing.processor_manager import ProcessorManager
 from ledgrab.storage import DeviceStore
+from ledgrab.storage.mqtt_source_store import MQTTSourceStore
 from ledgrab.storage.output_target_store import OutputTargetStore
 from ledgrab.utils import get_logger
 from ledgrab.utils.url_scheme import infer_http_scheme
 
+from ._mqtt_validation import validate_mqtt_source_exists
+
 logger = get_logger(__name__)
 
 router = APIRouter()
@@ -105,6 +109,7 @@ def _device_to_response(device) -> DeviceResponse:
         gamesense_device_type=device.gamesense_device_type,
         ble_family=device.ble_family,
         ble_govee_key=device.ble_govee_key,
+        mqtt_source_id=getattr(device, "mqtt_source_id", "") or "",
         default_css_processing_template_id=device.default_css_processing_template_id,
         group_device_ids=device.group_device_ids,
         group_mode=device.group_mode,
@@ -124,11 +129,13 @@ async def create_device(
     _auth: AuthRequired,
     store: DeviceStore = Depends(get_device_store),
     manager: ProcessorManager = Depends(get_processor_manager),
+    mqtt_store: MQTTSourceStore = Depends(get_mqtt_store),
 ):
     """Create and attach a new LED device."""
     try:
         device_type = device_data.device_type
         logger.info(f"Creating {device_type} device: {device_data.name}")
+        validate_mqtt_source_exists(mqtt_store, device_data.mqtt_source_id)
 
         # ── Group device: validate children + compute LED count ──
         if device_type == "group":
@@ -287,6 +294,7 @@ async def create_device(
             gamesense_device_type=device_data.gamesense_device_type or "keyboard",
             ble_family=device_data.ble_family or "",
             ble_govee_key=device_data.ble_govee_key or "",
+            mqtt_source_id=device_data.mqtt_source_id or "",
             group_device_ids=group_device_ids,
             group_mode=group_mode,
         )
@@ -543,12 +551,14 @@ async def update_device(
     _auth: AuthRequired,
     store: DeviceStore = Depends(get_device_store),
     manager: ProcessorManager = Depends(get_processor_manager),
+    mqtt_store: MQTTSourceStore = Depends(get_mqtt_store),
 ):
     """Update device information."""
     try:
         # Group-specific validation before applying update
         existing = store.get_device(device_id)
         is_group = existing.device_type == "group"
+        validate_mqtt_source_exists(mqtt_store, update_data.mqtt_source_id)
 
         # Normalize URL the same way we do on create:
         #   * always rstrip trailing slashes (so PUT-with-trailing-/ matches
@@ -634,6 +644,7 @@ async def update_device(
             gamesense_device_type=update_data.gamesense_device_type,
             ble_family=update_data.ble_family,
             ble_govee_key=update_data.ble_govee_key,
+            mqtt_source_id=update_data.mqtt_source_id,
             group_device_ids=update_data.group_device_ids,
             group_mode=update_data.group_mode,
             icon=update_data.icon,
@@ -669,6 +680,10 @@ async def update_device(
         fire_entity_event("device", "updated", device_id)
         return _device_to_response(device)
 
+    except HTTPException:
+        # Intentional 4xx (e.g. unknown mqtt_source_id, group validation)
+        # must propagate unchanged — not be masked as a 500.
+        raise
     except ValueError as e:
         raise HTTPException(status_code=404, detail=str(e))
     except Exception as e:
@@ -777,6 +792,32 @@ async def ping_device(
 # ===== WLED BRIGHTNESS ENDPOINTS =====
 
 
+async def resolve_device_brightness(device, manager: ProcessorManager) -> int | None:
+    """Resolve a device's current brightness for aggregate/batch reads.
+
+    Mirrors GET /brightness but degrades to ``None`` instead of raising, so one
+    unreachable device can't fail a whole snapshot. Reads the server-side cache
+    first and only touches hardware when the cache is cold, then populates it so
+    subsequent reads are I/O-free.
+    """
+    if "brightness_control" not in get_device_capabilities(device.device_type):
+        return None
+    ds = manager.find_device_state(device.id)
+    if ds and ds.hardware_brightness is not None:
+        return ds.hardware_brightness
+    try:
+        provider = get_provider(device.device_type)
+        bri = await provider.get_brightness(device.url)
+        if ds:
+            ds.hardware_brightness = bri
+        return bri
+    except NotImplementedError:
+        return device.software_brightness
+    except Exception as e:
+        logger.warning("Failed to resolve brightness for device %s: %s", device.id, e)
+        return None
+
+
 @router.get("/api/v1/devices/{device_id}/brightness", tags=["Settings"])
 async def get_device_brightness(
     device_id: str,

server/src/ledgrab/api/routes/graph.py

@@ -0,0 +1,249 @@
+"""Wiring-graph endpoints: schema registry, full topology, and dependents.
+
+These power the visual graph editor (and any other client) with a single
+authoritative view of how entities are wired together:
+
+* ``GET /api/v1/graph/schema``                  — the connectable-field registry.
+* ``GET /api/v1/graph``                          — nodes + edges + validation.
+* ``GET /api/v1/graph/dependents/{kind}/{id}``   — what references an entity.
+
+All heavy logic lives in :mod:`ledgrab.api.graph_schema` (pure, unit-tested);
+this layer only gathers serialized entities from the stores and delegates.
+"""
+
+from __future__ import annotations
+
+import logging
+from typing import Any, Callable
+
+from fastapi import APIRouter, HTTPException
+from fastapi.concurrency import run_in_threadpool
+from pydantic import BaseModel, Field
+
+from ledgrab.api import dependencies as deps
+from ledgrab.api.auth import AuthRequired
+from ledgrab.api.graph_schema import (
+    ENTITY_KINDS,
+    NODE_TYPE_FIELD,
+    build_topology,
+    extract_refs,
+    find_dependents,
+    remap_refs,
+    schema_as_dicts,
+    schema_for_kind,
+    serialize_entity,
+    serialize_entity_for_graph,
+    validate_connection,
+)
+
+logger = logging.getLogger(__name__)
+
+
+class ConnectionValidationRequest(BaseModel):
+    """A proposed wiring edit: set ``target_kind.field`` to ``source_id``."""
+
+    target_kind: str
+    target_id: str
+    field: str
+    source_id: str = Field(default="", description="Empty string detaches the slot.")
+
+
+router = APIRouter()
+
+# kind → dependency getter for the store that owns that entity kind.
+_KIND_STORES: dict[str, Callable[[], Any]] = {
+    "device": deps.get_device_store,
+    "capture_template": deps.get_template_store,
+    "pp_template": deps.get_pp_template_store,
+    "audio_template": deps.get_audio_template_store,
+    "pattern_template": deps.get_pattern_template_store,
+    "picture_source": deps.get_picture_source_store,
+    "audio_source": deps.get_audio_source_store,
+    "value_source": deps.get_value_source_store,
+    "color_strip_source": deps.get_color_strip_store,
+    "sync_clock": deps.get_sync_clock_store,
+    "output_target": deps.get_output_target_store,
+    "scene_preset": deps.get_scene_preset_store,
+    "automation": deps.get_automation_store,
+    "cspt": deps.get_cspt_store,
+}
+
+
+def _gather_entities() -> dict[str, list[dict[str, Any]]]:
+    """Serialize every entity, keyed by kind. Missing stores yield ``[]``."""
+    out: dict[str, list[dict[str, Any]]] = {}
+    for kind, getter in _KIND_STORES.items():
+        try:
+            store = getter()
+            models = store.get_all()
+        except (
+            Exception
+        ) as exc:  # noqa: BLE001 — an uninitialized/failing store must not 500 the graph
+            logger.warning("graph: store for kind %s unavailable: %s", kind, exc)
+            out[kind] = []
+            continue
+        out[kind] = [serialize_entity_for_graph(kind, m) for m in models]
+    return out
+
+
+@router.get("/api/v1/graph/schema", tags=["Graph"])
+async def get_graph_schema(_auth: AuthRequired) -> dict[str, Any]:
+    """Return the authoritative registry of connectable reference fields."""
+    return {
+        "kinds": list(ENTITY_KINDS),
+        "node_type_field": NODE_TYPE_FIELD,
+        "connections": schema_as_dicts(),
+    }
+
+
+@router.get("/api/v1/graph", tags=["Graph"])
+async def get_graph(_auth: AuthRequired) -> dict[str, Any]:
+    """Return the full wiring topology (nodes + edges) and a validation report."""
+    entities = await run_in_threadpool(_gather_entities)
+    return build_topology(entities)
+
+
+@router.get("/api/v1/graph/dependents/{kind}/{entity_id}", tags=["Graph"])
+async def get_graph_dependents(kind: str, entity_id: str, _auth: AuthRequired) -> dict[str, Any]:
+    """Return every entity that references ``(kind, entity_id)``."""
+    if kind not in ENTITY_KINDS:
+        raise HTTPException(status_code=404, detail=f"Unknown entity kind: {kind}")
+    entities = await run_in_threadpool(_gather_entities)
+    return {"dependents": find_dependents(entities, kind, entity_id)}
+
+
+@router.post("/api/v1/graph/validate-connection", tags=["Graph"])
+async def validate_graph_connection(
+    body: ConnectionValidationRequest, _auth: AuthRequired
+) -> dict[str, Any]:
+    """Validate a proposed wiring edit (existence + source kind + no cycle).
+
+    The graph editor calls this before persisting a drag-connect so it can
+    refuse edits that would dangle a reference or create a dependency loop.
+    """
+    entities = await run_in_threadpool(_gather_entities)
+    ok, error = validate_connection(
+        entities, body.target_kind, body.target_id, body.field, body.source_id
+    )
+    return {"ok": ok, "error": error}
+
+
+# ── Subgraph duplication (server-side blueprint instantiate) ─────────────────
+# Only these kinds are cloned. They carry no inline secrets — they *reference*
+# shared secret-bearing entities (devices, HA sources, HTTP endpoints) by id,
+# and those are NOT cloned — and they have no hardware identity to conflict
+# over. Output targets, automations, devices and integrations are out of scope.
+_DUPLICABLE_KINDS: tuple[str, ...] = ("value_source", "color_strip_source")
+_MAX_DUPLICATE = 200
+
+
+class DuplicateRequest(BaseModel):
+    """Duplicate a selected subgraph of value / colour-strip sources."""
+
+    node_ids: list[str] = Field(..., min_length=1, max_length=_MAX_DUPLICATE)
+    name_suffix: str = Field(default=" (copy)", max_length=40)
+
+
+def _unique_name(existing: set[str], desired: str) -> str:
+    """A name not already in ``existing`` (appends ' 2', ' 3', … on collision)."""
+    if desired not in existing:
+        return desired
+    i = 2
+    while f"{desired} {i}" in existing:
+        i += 1
+    return f"{desired} {i}"
+
+
+def _duplicate_subgraph(node_ids: list[str], name_suffix: str) -> dict[str, Any]:
+    """Deep-clone selected value/colour-strip sources with new ids, rewiring
+    references that point *within* the selection (shared deps are left alone)."""
+    # Index every duplicable entity by id → (kind, store, model); track names.
+    index: dict[str, tuple[str, Any, Any]] = {}
+    existing_names: dict[str, set[str]] = {}
+    for kind in _DUPLICABLE_KINDS:
+        try:
+            store = _KIND_STORES[kind]()
+            models = store.get_all()
+        except Exception as exc:  # noqa: BLE001 — a failing store must not 500 the request
+            logger.warning("graph.duplicate: store for %s unavailable: %s", kind, exc)
+            continue
+        names = existing_names.setdefault(kind, set())
+        for m in models:
+            mid = getattr(m, "id", None)
+            mname = getattr(m, "name", None)
+            if isinstance(mname, str):
+                names.add(mname)
+            if isinstance(mid, str) and mid:
+                index[mid] = (kind, store, m)
+
+    selected: list[str] = []
+    skipped: list[dict[str, str]] = []
+    for nid in dict.fromkeys(node_ids):  # de-dupe, preserve order
+        if nid in index:
+            selected.append(nid)
+        else:
+            skipped.append(
+                {"id": nid, "reason": "only value and colour-strip sources can be duplicated"}
+            )
+
+    # Pass 1 — create clones; their refs still point at the originals (valid).
+    id_map: dict[str, str] = {}
+    created: list[dict[str, str]] = []
+    clones: list[tuple[str, Any, str]] = []
+    for old_id in selected:
+        kind, store, model = index[old_id]
+        base = (getattr(model, "name", None) or old_id) + name_suffix
+        name = _unique_name(existing_names[kind], base)
+        existing_names[kind].add(name)
+        try:
+            new = store.clone(old_id, name)
+        except Exception as exc:  # noqa: BLE001
+            logger.warning("graph.duplicate: clone of %s %s failed: %s", kind, old_id, exc)
+            skipped.append({"id": old_id, "reason": f"clone failed: {exc}"})
+            continue
+        id_map[old_id] = new.id
+        created.append({"id": new.id, "kind": kind, "name": new.name})
+        clones.append((kind, store, new.id))
+
+    # Pass 2 — rewrite references that point within the cloned set.
+    warnings: list[dict[str, str]] = []
+    for kind, store, new_id in clones:
+        clone = serialize_entity(store.get(new_id))
+        changed_roots: set[str] = set()
+        for cf in schema_for_kind(kind):
+            if remap_refs(clone, cf.field, id_map):
+                changed_roots.add(cf.field.split(".", 1)[0].removesuffix("[]"))
+        if not changed_roots:
+            continue
+        # `clone` is the FULL serialized entity, so each changed root carries a
+        # complete, structurally-intact value (the whole `layers` list / bindable
+        # dict) that ``update_source`` replaces or merges wholesale. (Within the
+        # duplicable set the only roots that change are scalar ids, `layers` and
+        # bindable slots — never a partially-built nested object.)
+        updates = {root: clone[root] for root in changed_roots if root in clone}
+        try:
+            store.update_source(new_id, **updates)
+        except Exception as exc:  # noqa: BLE001
+            logger.warning("graph.duplicate: ref remap of %s failed: %s", new_id, exc)
+            warnings.append({"id": new_id, "reason": f"reference remap failed: {exc}"})
+
+    # Safety net — a clone must never still reference an OLD (in-selection) id.
+    for kind, store, new_id in clones:
+        clone = serialize_entity(store.get(new_id))
+        for cf in schema_for_kind(kind):
+            if any(ref in id_map for ref in extract_refs(clone, cf.field)):
+                warnings.append({"id": new_id, "reason": f"unremapped reference at {cf.field}"})
+
+    return {"id_map": id_map, "created": created, "skipped": skipped, "warnings": warnings}
+
+
+@router.post("/api/v1/graph/duplicate", tags=["Graph"])
+async def duplicate_subgraph(body: DuplicateRequest, _auth: AuthRequired) -> dict[str, Any]:
+    """Deep-clone the selected value/colour-strip sources (new ids, wiring remapped).
+
+    References that point *within* the selection are rewired to the new clones;
+    references to entities outside it (devices, HA sources, …) stay shared with
+    the originals. Only value and colour-strip sources are cloned — they carry no
+    inline secrets — so any other kind in the selection is reported in ``skipped``.
+    """
+    return await run_in_threadpool(_duplicate_subgraph, body.node_ids, body.name_suffix)

server/src/ledgrab/api/routes/output_targets.py

@@ -49,6 +49,8 @@ from ledgrab.storage.value_source_store import ValueSourceStore
 from ledgrab.utils import get_logger
 from ledgrab.storage.base_store import EntityNotFoundError
 
+from ._mqtt_validation import validate_mqtt_source_exists
+
 logger = get_logger(__name__)
 
 router = APIRouter()
@@ -68,6 +70,8 @@ def _led_target_to_response(target: WledOutputTarget) -> LedOutputTargetResponse
         min_brightness_threshold=target.min_brightness_threshold.to_dict(),
         adaptive_fps=target.adaptive_fps,
         protocol=target.protocol,
+        max_milliamps=target.max_milliamps,
+        milliamps_per_led=target.milliamps_per_led,
         description=target.description,
         tags=target.tags,
         icon=getattr(target, "icon", "") or "",
@@ -270,16 +274,6 @@ def _validate_device_exists(device_store: DeviceStore, device_id: str) -> None:
         raise HTTPException(status_code=422, detail=f"Device {device_id} not found")
 
 
-def _validate_mqtt_source_exists(mqtt_store: MQTTSourceStore, mqtt_source_id: str) -> None:
-    """Ensure the referenced MQTT source exists. Empty id is allowed (unconfigured)."""
-    if not mqtt_source_id:
-        return
-    try:
-        mqtt_store.get(mqtt_source_id)
-    except (ValueError, EntityNotFoundError):
-        raise HTTPException(status_code=422, detail=f"MQTT source {mqtt_source_id} not found")
-
-
 @router.post(
     "/api/v1/output-targets", response_model=OutputTargetResponse, tags=["Targets"], status_code=201
 )
@@ -310,6 +304,8 @@ async def create_target(
                     min_brightness_threshold=data.min_brightness_threshold,
                     adaptive_fps=data.adaptive_fps,
                     protocol=data.protocol,
+                    max_milliamps=data.max_milliamps,
+                    milliamps_per_led=data.milliamps_per_led,
                 )
             case HALightOutputTargetCreate():
                 if data.source_kind == "color_vs":
@@ -333,7 +329,7 @@ async def create_target(
             case Z2MLightOutputTargetCreate():
                 if data.source_kind == "color_vs":
                     _validate_color_value_source(value_source_store, data.color_value_source_id)
-                _validate_mqtt_source_exists(mqtt_store, data.mqtt_source_id)
+                validate_mqtt_source_exists(mqtt_store, data.mqtt_source_id)
                 target = target_store.create_z2m_light_target(
                     name=data.name,
                     description=data.description,
@@ -472,6 +468,8 @@ async def update_target(
                     min_brightness_threshold=data.min_brightness_threshold,
                     adaptive_fps=data.adaptive_fps,
                     protocol=data.protocol,
+                    max_milliamps=data.max_milliamps,
+                    milliamps_per_led=data.milliamps_per_led,
                 )
                 css_changed = data.color_strip_source_id is not None
                 brightness_changed = data.brightness is not None
@@ -484,6 +482,8 @@ async def update_target(
                         data.min_brightness_threshold,
                         data.adaptive_fps,
                         data.brightness,
+                        data.max_milliamps,
+                        data.milliamps_per_led,
                     )
                 )
                 device_changed = data.device_id is not None
@@ -540,7 +540,7 @@ async def update_target(
                     )
                     _validate_color_value_source(value_source_store, effective_id)
                 if data.mqtt_source_id:
-                    _validate_mqtt_source_exists(mqtt_store, data.mqtt_source_id)
+                    validate_mqtt_source_exists(mqtt_store, data.mqtt_source_id)
                 target = target_store.update_z2m_light_target(
                     target_id,
                     name=data.name,

server/src/ledgrab/api/routes/postprocessing.py

@@ -51,6 +51,7 @@ def _pp_template_to_response(t) -> PostprocessingTemplateResponse:
         tags=t.tags,
         icon=getattr(t, "icon", "") or "",
         icon_color=getattr(t, "icon_color", "") or "",
+        is_builtin=getattr(t, "is_builtin", False),
     )
 
 

server/src/ledgrab/api/routes/preferences.py

@@ -15,6 +15,7 @@ daylight value-source / color-strip-source. Stored as
 empty/missing meaning "use system local time".
 """
 
+from datetime import datetime, timezone
 from typing import Any
 
 from fastapi import APIRouter, Body, Depends, HTTPException
@@ -38,6 +39,7 @@ router = APIRouter()
 _DASHBOARD_LAYOUT_KEY = "dashboard_layout"
 _NOTIFICATION_PREFS_KEY = "notification_preferences"
 _CARD_MODES_KEY = "card_modes"
+_ONBOARDING_KEY = "onboarded"
 
 
 class DaylightTimezonePreference(BaseModel):
@@ -285,4 +287,75 @@ async def put_daylight_timezone_preference(
     return DaylightTimezonePreference(timezone=saved)
 
 
+# ---------------------------------------------------------------------------
+# Onboarding flag
+# ---------------------------------------------------------------------------
+
+
+class OnboardingPreference(BaseModel):
+    """Persistent first-run onboarding flag."""
+
+    onboarded: bool = Field(
+        False,
+        description="True once the user has completed the first-run wizard.",
+    )
+    completed_at: str | None = Field(
+        None,
+        description="ISO timestamp of when onboarding was first marked complete; null otherwise.",
+    )
+
+
+@router.get(
+    "/api/v1/preferences/onboarding",
+    response_model=OnboardingPreference,
+    tags=["Preferences"],
+)
+async def get_onboarding(
+    _: AuthRequired,
+    db: Database = Depends(get_database),
+) -> OnboardingPreference:
+    """Return the first-run onboarding status.
+
+    Defaults to ``{onboarded: false, completed_at: null}`` when the flag has
+    never been set.
+    """
+    raw = db.get_setting(_ONBOARDING_KEY)
+    if not raw:
+        return OnboardingPreference()
+    try:
+        return OnboardingPreference.model_validate(raw)
+    except Exception as exc:
+        logger.warning("Stored onboarding preference invalid (%s); using default", exc)
+        return OnboardingPreference()
+
+
+@router.put(
+    "/api/v1/preferences/onboarding",
+    response_model=OnboardingPreference,
+    tags=["Preferences"],
+)
+async def put_onboarding(
+    _: AuthRequired,
+    body: OnboardingPreference,
+    db: Database = Depends(get_database),
+) -> OnboardingPreference:
+    """Persist the onboarding flag.
+
+    When ``onboarded`` is set to ``true`` and ``completed_at`` is not provided,
+    the server stamps the current UTC time automatically.
+    When ``onboarded`` is ``false``, ``completed_at`` is cleared.
+    """
+    if body.onboarded and body.completed_at is None:
+        body = OnboardingPreference(
+            onboarded=True,
+            completed_at=datetime.now(timezone.utc).isoformat(),
+        )
+    elif not body.onboarded:
+        body = OnboardingPreference(onboarded=False, completed_at=None)
+
+    db.set_setting(_ONBOARDING_KEY, body.model_dump())
+    logger.info("Onboarding flag updated: onboarded=%s", body.onboarded)
+    return body
+
+
 __all__ = ["router", "DAYLIGHT_TIMEZONE_KEY"]

server/src/ledgrab/api/routes/scene_playlists.py

@@ -0,0 +1,275 @@
+"""Scene playlist API routes — CRUD plus start/stop/state cycling control."""
+
+import uuid
+from datetime import datetime, timezone
+
+from fastapi import APIRouter, Depends, HTTPException
+
+from ledgrab.api.auth import AuthRequired
+from ledgrab.api.dependencies import (
+    fire_entity_event,
+    get_playlist_engine,
+    get_scene_playlist_store,
+    get_scene_preset_store,
+)
+from ledgrab.api.schemas.scene_playlists import (
+    PlaylistRuntimeStateSchema,
+    ScenePlaylistCreate,
+    ScenePlaylistListResponse,
+    ScenePlaylistResponse,
+    ScenePlaylistUpdate,
+)
+from ledgrab.core.scenes.playlist_engine import PlaylistEngine, PlaylistError
+from ledgrab.storage.base_store import EntityNotFoundError
+from ledgrab.storage.scene_playlist import PlaylistItem, ScenePlaylist
+from ledgrab.storage.scene_playlist_store import ScenePlaylistStore
+from ledgrab.storage.scene_preset_store import ScenePresetStore
+from ledgrab.utils import get_logger
+
+logger = get_logger(__name__)
+router = APIRouter()
+
+
+def _playlist_to_response(playlist: ScenePlaylist, engine: PlaylistEngine) -> ScenePlaylistResponse:
+    return ScenePlaylistResponse(
+        id=playlist.id,
+        name=playlist.name,
+        description=playlist.description,
+        items=[
+            {"scene_preset_id": i.scene_preset_id, "duration_seconds": i.duration_seconds}
+            for i in playlist.items
+        ],
+        loop=playlist.loop,
+        shuffle=playlist.shuffle,
+        order=playlist.order,
+        tags=playlist.tags,
+        icon=getattr(playlist, "icon", "") or "",
+        icon_color=getattr(playlist, "icon_color", "") or "",
+        is_running=engine.get_running_playlist_id() == playlist.id,
+        created_at=playlist.created_at,
+        updated_at=playlist.updated_at,
+    )
+
+
+def _items_from_schema(items) -> list[PlaylistItem]:
+    return [
+        PlaylistItem(scene_preset_id=i.scene_preset_id, duration_seconds=i.duration_seconds)
+        for i in items
+    ]
+
+
+def _validate_preset_refs(items, preset_store: ScenePresetStore) -> None:
+    """Reject playlist items that reference a non-existent scene preset."""
+    for item in items:
+        try:
+            preset_store.get_preset(item.scene_preset_id)
+        except (ValueError, EntityNotFoundError):
+            raise HTTPException(
+                status_code=400,
+                detail=f"Scene preset not found: {item.scene_preset_id}",
+            )
+
+
+# ===== CRUD =====
+
+
+@router.post(
+    "/api/v1/scene-playlists",
+    response_model=ScenePlaylistResponse,
+    tags=["Scene Playlists"],
+    status_code=201,
+)
+async def create_scene_playlist(
+    data: ScenePlaylistCreate,
+    _auth: AuthRequired,
+    store: ScenePlaylistStore = Depends(get_scene_playlist_store),
+    preset_store: ScenePresetStore = Depends(get_scene_preset_store),
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Create a new scene playlist."""
+    _validate_preset_refs(data.items, preset_store)
+
+    now = datetime.now(timezone.utc)
+    playlist = ScenePlaylist(
+        id=f"playlist_{uuid.uuid4().hex[:8]}",
+        name=data.name,
+        description=data.description,
+        items=_items_from_schema(data.items),
+        loop=data.loop,
+        shuffle=data.shuffle,
+        order=store.count(),
+        tags=data.tags if data.tags is not None else [],
+        icon=data.icon or "",
+        icon_color=data.icon_color or "",
+        created_at=now,
+        updated_at=now,
+    )
+
+    try:
+        playlist = store.create_playlist(playlist)
+    except ValueError as e:
+        raise HTTPException(status_code=400, detail=str(e))
+
+    fire_entity_event("scene_playlist", "created", playlist.id)
+    return _playlist_to_response(playlist, engine)
+
+
+@router.get(
+    "/api/v1/scene-playlists",
+    response_model=ScenePlaylistListResponse,
+    tags=["Scene Playlists"],
+)
+async def list_scene_playlists(
+    _auth: AuthRequired,
+    store: ScenePlaylistStore = Depends(get_scene_playlist_store),
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """List all scene playlists plus the current cycling state."""
+    playlists = store.get_all_playlists()
+    return ScenePlaylistListResponse(
+        playlists=[_playlist_to_response(p, engine) for p in playlists],
+        count=len(playlists),
+        state=PlaylistRuntimeStateSchema(**engine.get_state()),
+    )
+
+
+# NOTE: the static ``/state`` path is declared before ``/{playlist_id}`` so it
+# is matched first and not swallowed by the path parameter.
+@router.get(
+    "/api/v1/scene-playlists/state",
+    response_model=PlaylistRuntimeStateSchema,
+    tags=["Scene Playlists"],
+)
+async def get_playlist_state(
+    _auth: AuthRequired,
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Get the current playlist cycling state (idle if nothing is running)."""
+    return PlaylistRuntimeStateSchema(**engine.get_state())
+
+
+@router.get(
+    "/api/v1/scene-playlists/{playlist_id}",
+    response_model=ScenePlaylistResponse,
+    tags=["Scene Playlists"],
+)
+async def get_scene_playlist(
+    playlist_id: str,
+    _auth: AuthRequired,
+    store: ScenePlaylistStore = Depends(get_scene_playlist_store),
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Get a single scene playlist."""
+    try:
+        playlist = store.get_playlist(playlist_id)
+    except (ValueError, EntityNotFoundError) as e:
+        raise HTTPException(status_code=404, detail=str(e))
+    return _playlist_to_response(playlist, engine)
+
+
+@router.put(
+    "/api/v1/scene-playlists/{playlist_id}",
+    response_model=ScenePlaylistResponse,
+    tags=["Scene Playlists"],
+)
+async def update_scene_playlist(
+    playlist_id: str,
+    data: ScenePlaylistUpdate,
+    _auth: AuthRequired,
+    store: ScenePlaylistStore = Depends(get_scene_playlist_store),
+    preset_store: ScenePresetStore = Depends(get_scene_preset_store),
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Update a scene playlist's metadata, items, and playback flags."""
+    new_items = None
+    if data.items is not None:
+        _validate_preset_refs(data.items, preset_store)
+        new_items = _items_from_schema(data.items)
+
+    try:
+        playlist = store.update_playlist(
+            playlist_id,
+            name=data.name,
+            description=data.description,
+            items=new_items,
+            loop=data.loop,
+            shuffle=data.shuffle,
+            order=data.order,
+            tags=data.tags,
+            icon=data.icon,
+            icon_color=data.icon_color,
+        )
+    except (ValueError, EntityNotFoundError) as e:
+        raise HTTPException(
+            status_code=404 if "not found" in str(e).lower() else 400, detail=str(e)
+        )
+
+    fire_entity_event("scene_playlist", "updated", playlist_id)
+    return _playlist_to_response(playlist, engine)
+
+
+@router.delete(
+    "/api/v1/scene-playlists/{playlist_id}",
+    status_code=204,
+    tags=["Scene Playlists"],
+)
+async def delete_scene_playlist(
+    playlist_id: str,
+    _auth: AuthRequired,
+    store: ScenePlaylistStore = Depends(get_scene_playlist_store),
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Delete a scene playlist (stops it first if it is currently cycling)."""
+    try:
+        store.delete_playlist(playlist_id)
+    except (ValueError, EntityNotFoundError) as e:
+        raise HTTPException(status_code=404, detail=str(e))
+
+    await engine.stop_if_running(playlist_id)
+    fire_entity_event("scene_playlist", "deleted", playlist_id)
+
+
+# ===== Cycling control =====
+
+
+@router.post(
+    "/api/v1/scene-playlists/{playlist_id}/start",
+    response_model=PlaylistRuntimeStateSchema,
+    tags=["Scene Playlists"],
+)
+async def start_scene_playlist(
+    playlist_id: str,
+    _auth: AuthRequired,
+    store: ScenePlaylistStore = Depends(get_scene_playlist_store),
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Start cycling a playlist (stops any currently-running playlist first)."""
+    try:
+        store.get_playlist(playlist_id)
+    except (ValueError, EntityNotFoundError) as e:
+        raise HTTPException(status_code=404, detail=str(e))
+
+    try:
+        await engine.start_playlist(playlist_id)
+    except PlaylistError as e:
+        raise HTTPException(status_code=400, detail=str(e))
+
+    fire_entity_event("scene_playlist", "updated", playlist_id)
+    return PlaylistRuntimeStateSchema(**engine.get_state())
+
+
+@router.post(
+    "/api/v1/scene-playlists/stop",
+    response_model=PlaylistRuntimeStateSchema,
+    tags=["Scene Playlists"],
+)
+async def stop_scene_playlist(
+    _auth: AuthRequired,
+    engine: PlaylistEngine = Depends(get_playlist_engine),
+):
+    """Stop the active playlist (leaves the last applied scene in place)."""
+    stopped_id = engine.get_running_playlist_id()
+    await engine.stop()
+    if stopped_id:
+        fire_entity_event("scene_playlist", "updated", stopped_id)
+    return PlaylistRuntimeStateSchema(**engine.get_state())

server/src/ledgrab/api/routes/setup.py

@@ -0,0 +1,330 @@
+"""Setup scaffold endpoint.
+
+Wires a complete capture → color-strip → output chain in one call, with
+automatic rollback if any step fails so no orphan entities are left behind.
+
+POST /api/v1/setup/scaffold
+    Body: ScaffoldRequest — device_id (required, must already exist),
+          display_index, optional calibration dict.
+    Returns: ScaffoldResponse — ids of every created/reused entity.
+    Fires ``entity_changed`` events for every entity created in this call,
+    but ONLY after the full chain succeeds (no mid-chain events).
+    Does NOT auto-start the target (the frontend starts it after calibration).
+
+Rollback contract
+-----------------
+Entities created during THIS request are tracked in a local list.  If any
+step raises, they are deleted in reverse-creation order before re-raising.
+Because "created" events are deferred until after the chain completes, a
+rollback never produces ghost UI cards — no event for a rolled-back entity
+is ever emitted.
+
+The device is never part of the rollback set: scaffold requires an existing
+device (created via ``POST /api/v1/devices`` which runs full validation).
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from fastapi import APIRouter, Depends, HTTPException
+
+from ledgrab.api.auth import AuthRequired
+from ledgrab.api.dependencies import (
+    fire_entity_event,
+    get_color_strip_store,
+    get_device_store,
+    get_output_target_store,
+    get_picture_source_store,
+    get_processor_manager,
+    get_template_store,
+)
+from ledgrab.api.schemas.setup import ScaffoldRequest, ScaffoldResponse
+from ledgrab.core.capture.calibration import calibration_from_dict, create_default_calibration
+from ledgrab.core.capture_engines.factory import EngineRegistry
+from ledgrab.core.processing.processor_manager import ProcessorManager
+from ledgrab.storage.base_store import EntityNotFoundError
+from ledgrab.storage.color_strip_store import ColorStripStore
+from ledgrab.storage.output_target_store import OutputTargetStore
+from ledgrab.storage.picture_source_store import PictureSourceStore
+from ledgrab.storage import DeviceStore
+from ledgrab.storage.template_store import TemplateStore
+from ledgrab.utils import get_logger
+
+logger = get_logger(__name__)
+router = APIRouter()
+
+_DEFAULT_TARGET_FPS = 30
+
+
+# ---------------------------------------------------------------------------
+# Helper: capture template
+# ---------------------------------------------------------------------------
+
+
+def _get_or_create_capture_template(
+    template_store: TemplateStore,
+    created_ids: list[tuple[str, str]],
+) -> tuple[str, bool]:
+    """Return (template_id, reused).
+
+    Tries to find an existing template whose engine_type matches the platform's
+    best available engine.  Falls back to creating a fresh one.
+    """
+    best_engine = EngineRegistry.get_best_available_engine()
+    if not best_engine:
+        raise HTTPException(
+            status_code=503,
+            detail="No capture engine available on this platform; cannot scaffold.",
+        )
+
+    # Try to reuse an existing template with the same engine
+    for tpl in template_store.get_all_templates():
+        if tpl.engine_type == best_engine:
+            logger.info(
+                "Scaffold: reusing existing capture template %s (engine=%s)",
+                tpl.id,
+                best_engine,
+            )
+            return tpl.id, True
+
+    # None found — create a fresh one
+    engine_class = EngineRegistry.get_engine(best_engine)
+    default_config = engine_class.get_default_config()
+    try:
+        tpl = template_store.create_template(
+            name=f"Scaffold capture ({best_engine})",
+            engine_type=best_engine,
+            engine_config=default_config,
+            description="Auto-created by first-run scaffold",
+        )
+    except ValueError as exc:
+        raise HTTPException(status_code=400, detail=str(exc))
+
+    created_ids.append(("capture_template", tpl.id))
+    logger.info("Scaffold: created capture template %s (engine=%s)", tpl.id, best_engine)
+    return tpl.id, False
+
+
+# ---------------------------------------------------------------------------
+# Helper: rollback
+# ---------------------------------------------------------------------------
+
+
+def _rollback(
+    created_ids: list[tuple[str, str]],
+    *,
+    template_store: TemplateStore,
+    picture_source_store: PictureSourceStore,
+    css_store: ColorStripStore,
+    output_target_store: OutputTargetStore,
+    manager: ProcessorManager | None = None,
+) -> None:
+    """Delete entities created during this call, in reverse order.
+
+    Only entities listed in ``created_ids`` are deleted; reused/pre-existing
+    entities (including the device) are never touched.
+
+    If *manager* is provided, any ``output_target`` entity in the rollback set
+    is also unregistered from the ProcessorManager before store deletion, so no
+    half-registered target is left behind.
+    """
+    store_map: dict[str, Any] = {
+        "capture_template": template_store,
+        "picture_source": picture_source_store,
+        "color_strip_source": css_store,
+        "output_target": output_target_store,
+    }
+    for entity_type, entity_id in reversed(created_ids):
+        # Unregister output targets from the processor manager first
+        if entity_type == "output_target" and manager is not None:
+            try:
+                manager.remove_target(entity_id)
+                logger.info("Scaffold rollback: unregistered target %s from manager", entity_id)
+            except (ValueError, RuntimeError) as exc:
+                logger.debug(
+                    "Scaffold rollback: manager unregister skipped for %s — %s",
+                    entity_id,
+                    exc,
+                )
+
+        store = store_map.get(entity_type)
+        if store is None:
+            logger.warning("Scaffold rollback: unknown entity type %r — skipping", entity_type)
+            continue
+        try:
+            store.delete(entity_id)
+            logger.info("Scaffold rollback: deleted %s %s", entity_type, entity_id)
+        except Exception as exc:
+            logger.error(
+                "Scaffold rollback: failed to delete %s %s — %s",
+                entity_type,
+                entity_id,
+                exc,
+            )
+
+
+# ---------------------------------------------------------------------------
+# Route
+# ---------------------------------------------------------------------------
+
+
+@router.post(
+    "/api/v1/setup/scaffold",
+    response_model=ScaffoldResponse,
+    status_code=201,
+    tags=["Setup"],
+)
+async def scaffold_setup(
+    data: ScaffoldRequest,
+    _auth: AuthRequired,
+    device_store: DeviceStore = Depends(get_device_store),
+    template_store: TemplateStore = Depends(get_template_store),
+    picture_source_store: PictureSourceStore = Depends(get_picture_source_store),
+    css_store: ColorStripStore = Depends(get_color_strip_store),
+    output_target_store: OutputTargetStore = Depends(get_output_target_store),
+    manager: ProcessorManager = Depends(get_processor_manager),
+) -> ScaffoldResponse:
+    """Create a ready-to-start LED capture chain.
+
+    Steps (each uses the real store create method for validation and ID gen):
+
+    1. Look up the existing device (404 if not found).
+    2. Find or create a capture template for the platform-best engine.
+    3. Create a raw picture source (``display_index`` + ``capture_template_id``).
+    4. Create a picture color-strip source with either the provided calibration
+       or ``create_default_calibration(led_count)``.
+    5. Create a LED output target linking the device to the CSS.
+
+    All created entities emit ``entity_changed`` events, but ONLY after the
+    full chain succeeds — events are collected and fired at the very end.
+    On any error the entities created so far are deleted in reverse order
+    (rollback), and no "created" events are emitted (no ghost UI cards).
+    The output target is NOT started — the frontend starts it after the
+    optional calibration step.
+    """
+    created_ids: list[tuple[str, str]] = []
+    # Deferred "created" events: (entity_type, entity_id) — fired only on success.
+    pending_events: list[tuple[str, str]] = []
+
+    rollback_stores = dict(
+        template_store=template_store,
+        picture_source_store=picture_source_store,
+        css_store=css_store,
+        output_target_store=output_target_store,
+        manager=manager,
+    )
+
+    try:
+        # ── Step 1: resolve existing device ─────────────────────────────────
+        try:
+            device = device_store.get(data.device_id)
+        except EntityNotFoundError:
+            raise HTTPException(status_code=404, detail=f"Device not found: {data.device_id}")
+        device_id = device.id
+        led_count = device.led_count
+
+        # ── Step 2: capture template ─────────────────────────────────────────
+        capture_template_id, template_reused = _get_or_create_capture_template(
+            template_store, created_ids
+        )
+        if not template_reused:
+            pending_events.append(("capture_template", capture_template_id))
+
+        # ── Step 3: picture source ───────────────────────────────────────────
+        ps_name = f"Screen {data.display_index} (scaffold)"
+        try:
+            picture_source = picture_source_store.create_stream(
+                name=ps_name,
+                stream_type="raw",
+                display_index=data.display_index,
+                capture_template_id=capture_template_id,
+                target_fps=_DEFAULT_TARGET_FPS,
+            )
+        except ValueError as exc:
+            raise HTTPException(status_code=400, detail=str(exc))
+        created_ids.append(("picture_source", picture_source.id))
+        pending_events.append(("picture_source", picture_source.id))
+        logger.info("Scaffold: created picture source %s", picture_source.id)
+
+        # ── Step 4: color-strip source ───────────────────────────────────────
+        if data.calibration is not None:
+            try:
+                calibration = calibration_from_dict(data.calibration)
+            except Exception as exc:
+                raise HTTPException(
+                    status_code=422,
+                    detail=f"Invalid calibration dict: {exc}",
+                )
+        else:
+            try:
+                calibration = create_default_calibration(led_count)
+            except ValueError as exc:
+                raise HTTPException(status_code=400, detail=str(exc))
+
+        css_name = "Screen capture (scaffold)"
+        try:
+            css = css_store.create_source(
+                name=css_name,
+                source_type="picture",
+                picture_source_id=picture_source.id,
+                calibration=calibration,
+            )
+        except ValueError as exc:
+            raise HTTPException(status_code=400, detail=str(exc))
+        created_ids.append(("color_strip_source", css.id))
+        pending_events.append(("color_strip_source", css.id))
+        logger.info("Scaffold: created color-strip source %s", css.id)
+
+        # ── Step 5: LED output target ────────────────────────────────────────
+        target_name = "LED output (scaffold)"
+        try:
+            target = output_target_store.create_wled_target(
+                name=target_name,
+                device_id=device_id,
+                color_strip_source_id=css.id,
+            )
+        except ValueError as exc:
+            raise HTTPException(status_code=400, detail=str(exc))
+        created_ids.append(("output_target", target.id))
+        pending_events.append(("output_target", target.id))
+        logger.info("Scaffold: created output target %s", target.id)
+
+        # ── Step 5b: register target with ProcessorManager ───────────────────
+        try:
+            target.register_with_manager(manager)
+        except ValueError as exc:
+            logger.warning(
+                "Scaffold: could not register target %s in processor manager: %s",
+                target.id,
+                exc,
+            )
+
+    except HTTPException:
+        _rollback(created_ids, **rollback_stores)
+        raise
+    except Exception as exc:
+        logger.error("Scaffold: unexpected error — rolling back: %s", exc, exc_info=True)
+        _rollback(created_ids, **rollback_stores)
+        raise HTTPException(status_code=500, detail="Internal server error during scaffold")
+
+    # ── Full chain succeeded — fire all deferred "created" events ───────────
+    for entity_type, entity_id in pending_events:
+        fire_entity_event(entity_type, "created", entity_id)
+
+    logger.info(
+        "Scaffold complete: device=%s tpl=%s ps=%s css=%s target=%s",
+        device_id,
+        capture_template_id,
+        picture_source.id,
+        css.id,
+        target.id,
+    )
+    return ScaffoldResponse(
+        device_id=device_id,
+        capture_template_id=capture_template_id,
+        picture_source_id=picture_source.id,
+        color_strip_source_id=css.id,
+        output_target_id=target.id,
+        capture_template_reused=template_reused,
+    )

server/src/ledgrab/api/routes/snapshot.py

@@ -0,0 +1,219 @@
+"""Aggregated snapshot endpoint for low-overhead polling clients.
+
+Returns, in a single response, everything the Home Assistant integration's
+coordinator needs per poll: all output targets with processing state + metrics,
+all devices with brightness, the color-strip / value-source / scene-preset /
+sync-clock lists, and the system block (performance, health, update).
+
+This collapses the integration's previous ~2N+M request fan-out (per-target
+``/state`` + ``/metrics`` and per-device ``/brightness``) into one round trip.
+
+The handler delegates to the existing list/batch route handlers so the response
+sub-shapes stay byte-identical to the individual endpoints — no shaping logic is
+duplicated here.
+
+Callers that don't need the whole payload can pass ``?include=`` with a
+comma-separated subset of section names (the response keys). Omitting it returns
+every section. Gating is per section, so an excluded section also skips its
+server-side work — dropping ``device_brightness`` avoids cold-cache hardware
+probes, and dropping ``system`` skips the (blocking) NVML performance query.
+"""
+
+import asyncio
+from typing import Any
+
+from fastapi import APIRouter, Depends, HTTPException, Query, Request
+from fastapi.concurrency import run_in_threadpool
+
+from ledgrab.api.auth import AuthRequired
+from ledgrab.api.dependencies import (
+    get_color_strip_store,
+    get_device_store,
+    get_output_target_store,
+    get_playlist_engine,
+    get_processor_manager,
+    get_scene_playlist_store,
+    get_scene_preset_store,
+    get_sync_clock_manager,
+    get_sync_clock_store,
+    get_update_service,
+    get_value_source_store,
+)
+from ledgrab.api.schemas.update import UpdateStatusResponse
+from ledgrab.utils import get_logger
+
+from .color_strip_sources.crud import list_color_strip_sources
+from .devices import list_devices, resolve_device_brightness
+from .output_targets import batch_target_metrics, batch_target_states, list_targets
+from .scene_playlists import list_scene_playlists
+from .scene_presets import list_scene_presets
+from .sync_clocks import list_sync_clocks
+from .system import get_system_performance, health_check
+from .update import get_update_status
+from .value_sources import list_value_sources
+
+logger = get_logger(__name__)
+
+router = APIRouter()
+
+# Selectable snapshot sections — these are exactly the response top-level keys,
+# except ``scene_playlists`` which also emits a companion ``playlist_state`` key
+# (the single global cycling state; see the handler).
+SNAPSHOT_SECTIONS = (
+    "targets",
+    "target_states",
+    "target_metrics",
+    "devices",
+    "device_brightness",
+    "css_sources",
+    "value_sources",
+    "scene_presets",
+    "scene_playlists",
+    "sync_clocks",
+    "system",
+)
+_SECTION_SET = frozenset(SNAPSHOT_SECTIONS)
+
+
+def _resolve_sections(include: str | None) -> frozenset[str]:
+    """Validate the ``include`` query param into the set of sections to emit.
+
+    ``None``/empty → every section. Unknown names are rejected with 422 so a
+    typo fails loudly instead of silently returning a smaller payload.
+    """
+    if not include:
+        return _SECTION_SET
+    requested = {part.strip() for part in include.split(",") if part.strip()}
+    unknown = requested - _SECTION_SET
+    if unknown:
+        raise HTTPException(
+            status_code=422,
+            detail=(
+                f"Unknown snapshot section(s): {', '.join(sorted(unknown))}. "
+                f"Valid sections: {', '.join(SNAPSHOT_SECTIONS)}."
+            ),
+        )
+    return frozenset(requested)
+
+
+async def _safe_section(awaitable, label: str):
+    """Await a section, degrading to ``None`` on failure instead of 500-ing.
+
+    The snapshot is a resilience-oriented poll surface: one failing section
+    (e.g. NVML performance probing) must not fail the whole response. This
+    preserves the per-section fault isolation the HA coordinator relied on
+    before these calls were merged into one request — the coordinator already
+    tolerates a ``None`` section.
+    """
+    try:
+        return await awaitable
+    except Exception:
+        logger.warning("snapshot: section %r failed, returning null", label, exc_info=True)
+        return None
+
+
+async def _update_status_model(_auth, update_service) -> UpdateStatusResponse:
+    """Fetch update status and coerce it through the response model.
+
+    The standalone ``/system/update/status`` endpoint declares
+    ``response_model=UpdateStatusResponse``; coercing here keeps the snapshot's
+    ``system.update`` field identical to that endpoint rather than emitting the
+    service's raw dict unfiltered.
+    """
+    raw = await get_update_status(_auth, update_service)
+    return UpdateStatusResponse.model_validate(raw)
+
+
+@router.get("/api/v1/snapshot", tags=["Snapshot"])
+async def get_snapshot(
+    request: Request,
+    _auth: AuthRequired,
+    include: str | None = Query(
+        None,
+        description=(
+            "Comma-separated subset of sections to include. Omit for all. "
+            "Valid: " + ", ".join(SNAPSHOT_SECTIONS)
+        ),
+    ),
+    manager=Depends(get_processor_manager),
+    target_store=Depends(get_output_target_store),
+    device_store=Depends(get_device_store),
+    css_store=Depends(get_color_strip_store),
+    value_store=Depends(get_value_source_store),
+    preset_store=Depends(get_scene_preset_store),
+    playlist_store=Depends(get_scene_playlist_store),
+    playlist_engine=Depends(get_playlist_engine),
+    clock_store=Depends(get_sync_clock_store),
+    clock_manager=Depends(get_sync_clock_manager),
+    update_service=Depends(get_update_service),
+) -> dict[str, Any]:
+    """Return the full poll payload (or a requested subset) in one response.
+
+    Shape (a key is present only when its section is requested)::
+
+        {
+          "targets": [<OutputTargetResponse>, ...],
+          "target_states": {target_id: <state>, ...},
+          "target_metrics": {target_id: <metrics>, ...},
+          "devices": [<DeviceResponse>, ...],
+          "device_brightness": {device_id: int | null, ...},
+          "css_sources": [...],
+          "value_sources": [...],
+          "scene_presets": [...],
+          "scene_playlists": [...],
+          "playlist_state": {...},   # companion to scene_playlists
+          "sync_clocks": [...],
+          "system": {"performance": {...}, "health": {...}, "update": {...}}
+        }
+    """
+    sections = _resolve_sections(include)
+    result: dict[str, Any] = {}
+
+    if "targets" in sections:
+        result["targets"] = (await list_targets(_auth, target_store)).targets
+    if "target_states" in sections:
+        result["target_states"] = (await batch_target_states(_auth, manager))["states"]
+    if "target_metrics" in sections:
+        result["target_metrics"] = (await batch_target_metrics(_auth, manager))["metrics"]
+    if "devices" in sections:
+        result["devices"] = (await list_devices(_auth, device_store)).devices
+    if "device_brightness" in sections:
+        device_models = device_store.get_all_devices()
+        brightness_values = await asyncio.gather(
+            *(resolve_device_brightness(d, manager) for d in device_models),
+            return_exceptions=True,
+        )
+        result["device_brightness"] = {
+            model.id: (None if isinstance(value, BaseException) else value)
+            for model, value in zip(device_models, brightness_values)
+        }
+    if "css_sources" in sections:
+        css = await list_color_strip_sources(_auth, css_store, manager)
+        result["css_sources"] = css.sources
+    if "value_sources" in sections:
+        result["value_sources"] = (await list_value_sources(_auth, None, value_store)).sources
+    if "scene_presets" in sections:
+        result["scene_presets"] = (await list_scene_presets(_auth, preset_store)).presets
+    if "scene_playlists" in sections:
+        # One call returns both the playlist list (each with ``is_running``) and
+        # the single global cycling state (current index / preset / dwell). The
+        # state is emitted as a companion top-level key because it describes the
+        # one running playlist, not any individual list entry.
+        playlists = await list_scene_playlists(_auth, playlist_store, playlist_engine)
+        result["scene_playlists"] = playlists.playlists
+        result["playlist_state"] = playlists.state
+    if "sync_clocks" in sections:
+        clocks = await list_sync_clocks(_auth, clock_store, clock_manager)
+        result["sync_clocks"] = clocks.clocks
+    if "system" in sections:
+        result["system"] = {
+            "performance": await _safe_section(
+                run_in_threadpool(get_system_performance, _auth), "system.performance"
+            ),
+            "health": await _safe_section(health_check(request), "system.health"),
+            "update": await _safe_section(
+                _update_status_model(_auth, update_service), "system.update"
+            ),
+        }
+
+    return result

server/src/ledgrab/api/routes/system.py

@@ -39,8 +39,11 @@ from ledgrab.api.schemas.system import (
     DisplayListResponse,
     GpuInfo,
     HealthResponse,
+    InstalledAppItem,
+    InstalledAppsResponse,
     PerformanceResponse,
     ProcessListResponse,
+    SystemInfoResponse,
     VersionResponse,
 )
 from ledgrab.config import get_config, is_demo_mode
@@ -278,6 +281,52 @@ async def get_running_processes(_: AuthRequired):
         raise HTTPException(status_code=500, detail="Internal server error")
 
 
+@router.get(
+    "/api/v1/system/installed-apps",
+    response_model=InstalledAppsResponse,
+    tags=["Config"],
+)
+def get_installed_apps(_: AuthRequired):
+    """List launchable apps for the application-rule app picker (Android only).
+
+    Returns launchable apps (package + human label) on Android, where the
+    foreground-app automation rule matches package names. Returns an empty list
+    on desktop, where the process picker (``/system/processes``) is used instead.
+    Sync ``def`` so FastAPI runs the (potentially blocking) bridge call in a
+    thread pool.
+    """
+    from ledgrab.core.automations import platform_detector as pd
+
+    try:
+        apps = pd.list_installed_apps()
+        items = [InstalledAppItem(package=a["package"], label=a["label"]) for a in apps]
+        return InstalledAppsResponse(apps=items, count=len(items))
+    except Exception as e:
+        logger.error("Failed to list installed apps: %s", e, exc_info=True)
+        raise HTTPException(status_code=500, detail="Internal server error")
+
+
+@router.get("/api/v1/system/info", response_model=SystemInfoResponse, tags=["Info"])
+def get_system_info(_: AuthRequired):
+    """Platform capability signal for the automation editor.
+
+    Tells the frontend whether the server is on Android (so the application-rule
+    editor uses the launchable-app picker + package matching and surfaces the
+    Usage-Access banner) vs desktop (process picker + process names), and whether
+    Usage Access is currently granted. Sync ``def`` so the bridge call runs in a
+    thread pool.
+    """
+    from ledgrab.core.automations import platform_detector as pd
+    from ledgrab.utils.platform import is_android
+
+    android = is_android()
+    return SystemInfoResponse(
+        is_android=android,
+        app_match_kind="package" if android else "process",
+        usage_access_granted=(pd.has_usage_access() if android else True),
+    )
+
+
 @router.get(
     "/api/v1/system/performance",
     response_model=PerformanceResponse,

server/src/ledgrab/api/routes/system_settings.py

@@ -1,4 +1,4 @@
-"""System routes: MQTT, external URL, ADB, logs WebSocket, log level.
+"""System routes: external URL, shutdown action, ADB, logs WebSocket, log level.
 
 Extracted from system.py to keep files under 800 lines.
 """
@@ -17,13 +17,10 @@ from ledgrab.api.schemas.system import (
     ExternalUrlResponse,
     LogLevelRequest,
     LogLevelResponse,
-    MQTTSettingsRequest,
-    MQTTSettingsResponse,
     ShutdownAction,
     ShutdownActionRequest,
     ShutdownActionResponse,
 )
-from ledgrab.config import get_config
 from ledgrab.storage.database import Database
 from ledgrab.utils import get_logger
 
@@ -32,85 +29,6 @@ logger = get_logger(__name__)
 router = APIRouter()
 
 
-# ---------------------------------------------------------------------------
-# MQTT settings
-# ---------------------------------------------------------------------------
-
-
-def _load_mqtt_settings(db: Database) -> dict:
-    """Load MQTT settings: YAML config defaults overridden by DB settings."""
-    cfg = get_config()
-    defaults = {
-        "enabled": cfg.mqtt.enabled,
-        "broker_host": cfg.mqtt.broker_host,
-        "broker_port": cfg.mqtt.broker_port,
-        "username": cfg.mqtt.username,
-        "password": cfg.mqtt.password,
-        "client_id": cfg.mqtt.client_id,
-        "base_topic": cfg.mqtt.base_topic,
-    }
-    overrides = db.get_setting("mqtt")
-    if overrides:
-        defaults.update(overrides)
-    return defaults
-
-
-@router.get(
-    "/api/v1/system/mqtt/settings",
-    response_model=MQTTSettingsResponse,
-    tags=["System"],
-)
-async def get_mqtt_settings(_: AuthRequired, db: Database = Depends(get_database)):
-    """Get current MQTT broker settings. Password is masked."""
-    s = _load_mqtt_settings(db)
-    return MQTTSettingsResponse(
-        enabled=s["enabled"],
-        broker_host=s["broker_host"],
-        broker_port=s["broker_port"],
-        username=s["username"],
-        password_set=bool(s.get("password")),
-        client_id=s["client_id"],
-        base_topic=s["base_topic"],
-    )
-
-
-@router.put(
-    "/api/v1/system/mqtt/settings",
-    response_model=MQTTSettingsResponse,
-    tags=["System"],
-)
-async def update_mqtt_settings(
-    _: AuthRequired, body: MQTTSettingsRequest, db: Database = Depends(get_database)
-):
-    """Update MQTT broker settings. If password is empty string, the existing password is preserved."""
-    current = _load_mqtt_settings(db)
-
-    # If caller sends an empty password, keep the existing one
-    password = body.password if body.password else current.get("password", "")
-
-    new_settings = {
-        "enabled": body.enabled,
-        "broker_host": body.broker_host,
-        "broker_port": body.broker_port,
-        "username": body.username,
-        "password": password,
-        "client_id": body.client_id,
-        "base_topic": body.base_topic,
-    }
-    db.set_setting("mqtt", new_settings)
-    logger.info("MQTT settings updated")
-
-    return MQTTSettingsResponse(
-        enabled=new_settings["enabled"],
-        broker_host=new_settings["broker_host"],
-        broker_port=new_settings["broker_port"],
-        username=new_settings["username"],
-        password_set=bool(new_settings["password"]),
-        client_id=new_settings["client_id"],
-        base_topic=new_settings["base_topic"],
-    )
-
-
 # ---------------------------------------------------------------------------
 # External URL setting
 # ---------------------------------------------------------------------------

server/src/ledgrab/api/routes/value_sources.py

@@ -4,6 +4,7 @@ import asyncio
 from typing import Annotated
 
 from fastapi import APIRouter, Body, Depends, HTTPException, Query, WebSocket, WebSocketDisconnect
+from pydantic import BaseModel, Field
 
 from ledgrab.api.auth import AuthRequired
 from ledgrab.api.dependencies import (
@@ -27,6 +28,8 @@ from ledgrab.api.schemas.value_sources import (
     StaticColorValueSourceResponse,
     StaticValueSourceResponse,
     SystemMetricsValueSourceResponse,
+    TemplateInput,
+    TemplateValueSourceResponse,
     ValueSourceCreate,
     ValueSourceListResponse,
     ValueSourceResponse,
@@ -46,6 +49,7 @@ from ledgrab.storage.value_source import (
     StaticColorValueSource,
     StaticValueSource,
     SystemMetricsValueSource,
+    TemplateValueSource,
     ValueSource,
 )
 from ledgrab.storage.value_source_store import ValueSourceStore
@@ -170,6 +174,7 @@ _RESPONSE_MAP = {
         min_ha_value=s.min_ha_value,
         max_ha_value=s.max_ha_value,
         smoothing=s.smoothing,
+        normalize=s.normalize,
     ),
     GradientMapValueSource: lambda s: GradientMapValueSourceResponse(
         id=s.id,
@@ -214,6 +219,7 @@ _RESPONSE_MAP = {
         sensor_label=s.sensor_label,
         poll_interval=s.poll_interval,
         smoothing=s.smoothing,
+        normalize=s.normalize,
     ),
     HTTPValueSource: lambda s: HTTPValueSourceResponse(
         id=s.id,
@@ -230,6 +236,23 @@ _RESPONSE_MAP = {
         min_value=s.min_value,
         max_value=s.max_value,
         smoothing=s.smoothing,
+        normalize=s.normalize,
+    ),
+    TemplateValueSource: lambda s: TemplateValueSourceResponse(
+        id=s.id,
+        name=s.name,
+        description=s.description,
+        tags=s.tags,
+        icon=getattr(s, "icon", "") or "",
+        icon_color=getattr(s, "icon_color", "") or "",
+        created_at=s.created_at,
+        updated_at=s.updated_at,
+        template=s.template,
+        inputs=[
+            TemplateInput(name=i["name"], value_source_id=i["value_source_id"]) for i in s.inputs
+        ],
+        default_value=s.default_value,
+        eval_interval=s.eval_interval,
     ),
 }
 
@@ -395,6 +418,13 @@ async def delete_value_source(
                 if getattr(target, "brightness_value_source_id", "") == source_id:
                     raise ValueError(f"Cannot delete: referenced by target '{target.name}'")
 
+        # Check if any other value source (template / gradient_map) references it.
+        referencing = store.find_referencing_sources(source_id)
+        if referencing:
+            raise ValueError(
+                "Cannot delete: referenced by value source(s) " + ", ".join(referencing)
+            )
+
         store.delete_source(source_id)
         fire_entity_event("value_source", "deleted", source_id)
     except EntityNotFoundError as e:
@@ -404,6 +434,121 @@ async def delete_value_source(
         raise HTTPException(status_code=400, detail=str(e))
 
 
+class ValidateTemplateRequest(BaseModel):
+    """Request body for the advisory template-validation endpoint."""
+
+    template: str = Field(description="Jinja2 expression to validate", max_length=2000)
+    inputs: list[TemplateInput] = Field(default_factory=list, description="Named input bindings")
+    id: str | None = Field(None, description="Source id when editing (enables cycle detection)")
+
+
+@router.post("/api/v1/value-sources/validate-template", tags=["Value Sources"])
+async def validate_template_value_source(
+    payload: ValidateTemplateRequest,
+    _auth: AuthRequired,
+    store: ValueSourceStore = Depends(get_value_source_store),
+):
+    """Validate a template expression + inputs without persisting anything.
+
+    Advisory: always returns HTTP 200 with ``{valid, error, errors, warnings,
+    variables}``. Powers the live editor validator (which must run before a
+    source exists), reusing the exact factory/store validation so the client and
+    server can never disagree. ``errors`` are blocking (save disabled);
+    ``warnings`` are non-blocking (e.g. unknown/unbound inputs — create is
+    lenient about those).
+    """
+    from ledgrab.utils.template_expr import (
+        TemplateValidationError,
+        extract_variables,
+        validate_input_name,
+        validate_template_expression,
+    )
+
+    errors: list[str] = []
+    warnings: list[str] = []
+
+    # 1) Expression compiles and is safe (cost-guarded).
+    try:
+        validate_template_expression(payload.template)
+    except TemplateValidationError as e:
+        errors.append(str(e))
+
+    # 2) Input names valid / unique / non-reserved (blocking).
+    seen: set[str] = set()
+    for inp in payload.inputs:
+        try:
+            validate_input_name(inp.name)
+        except TemplateValidationError as e:
+            errors.append(str(e))
+            continue
+        if inp.name in seen:
+            errors.append(f"duplicate input name: {inp.name}")
+        seen.add(inp.name)
+
+    # 3) Referenced sources exist (non-blocking warning — create is lenient).
+    missing = [
+        inp.value_source_id
+        for inp in payload.inputs
+        if inp.value_source_id and not _source_exists(store, inp.value_source_id)
+    ]
+    if missing:
+        warnings.append("unknown value source(s): " + ", ".join(sorted(set(missing))))
+
+    # 4) Variables referenced in the expression but not bound to an input
+    # (blocking): at runtime they raise UndefinedError, so the template would
+    # silently always return default_value. This is almost always a typo, so
+    # flag it as an error rather than letting "valid" mislead the user.
+    used = set(extract_variables(payload.template))
+    undeclared = used - seen
+    if undeclared:
+        errors.append("unbound variable(s): " + ", ".join(sorted(undeclared)))
+
+    # 5) Cycle check when editing an existing source (blocking).
+    if payload.id:
+        child_ids = [i.value_source_id for i in payload.inputs if i.value_source_id]
+        try:
+            store.validate_nesting(payload.id, child_ids)
+        except ValueError as e:
+            errors.append(str(e))
+
+    return {
+        "valid": not errors,
+        "error": errors[0] if errors else None,
+        "errors": errors,
+        "warnings": warnings,
+        "variables": extract_variables(payload.template),
+    }
+
+
+def _source_exists(store: ValueSourceStore, source_id: str) -> bool:
+    try:
+        store.get_source(source_id)
+        return True
+    except Exception:
+        return False
+
+
+# Per-stream (min, max) attribute pairs for the normalization range, so the
+# preview can show where the raw value maps. Attribute names differ per stream
+# type (historical), so probe each pair rather than assume one.
+_RAW_RANGE_ATTRS: tuple[tuple[str, str], ...] = (
+    ("_min_ha", "_max_ha"),  # HAEntityValueStream
+    ("_min_value", "_max_value"),  # HTTPValueStream
+    ("_min_val", "_max_val"),  # SystemMetricsValueStream
+    ("_min_game", "_max_game"),  # GameEventValueStream
+)
+
+
+def _stream_raw_range(stream) -> list | None:
+    """Return ``[min, max]`` for the stream's normalization range, or None."""
+    for lo_attr, hi_attr in _RAW_RANGE_ATTRS:
+        lo = getattr(stream, lo_attr, None)
+        hi = getattr(stream, hi_attr, None)
+        if isinstance(lo, (int, float)) and isinstance(hi, (int, float)):
+            return [lo, hi]
+    return None
+
+
 # ===== REAL-TIME VALUE SOURCE TEST WEBSOCKET =====
 
 
@@ -467,10 +612,22 @@ async def test_value_source_ws(
                 msg["input_value"] = round(stream.get_input_value(), 4)
             if hasattr(stream, "get_raw_value"):
                 raw = stream.get_raw_value()
-                if raw is not None:
-                    msg["raw_value"] = round(raw, 4)
-                    if hasattr(stream, "_min_ha"):
-                        msg["raw_range"] = [stream._min_ha, stream._max_ha]
+                if isinstance(raw, bool):
+                    # bool is a subclass of int — send as-is (don't coerce/round).
+                    msg["raw_value"] = raw
+                elif isinstance(raw, (int, float)):
+                    msg["raw_value"] = round(float(raw), 4)
+                elif raw is not None:
+                    # Non-numeric raw (e.g. an HTTP string payload) — send verbatim
+                    # rather than crash the socket on round().
+                    msg["raw_value"] = raw
+                rng = _stream_raw_range(stream)
+                if rng is not None:
+                    msg["raw_range"] = rng
+            # Tell the client whether this source is currently normalizing, so the
+            # preview can render the value as a fraction vs a clamped passthrough.
+            if hasattr(stream, "_normalize_enabled"):
+                msg["normalized"] = bool(stream._normalize_enabled)
             await websocket.send_json(msg)
             await asyncio.sleep(0.05)
     except WebSocketDisconnect:

server/src/ledgrab/api/schemas/automations.py

@@ -11,13 +11,33 @@ class RuleSchema(BaseModel):
 
     rule_type: str = Field(description="Rule type discriminator (e.g. 'application')")
     # Application rule fields
-    apps: List[str] | None = Field(None, description="Process names (for application rule)")
+    apps: List[str] | None = Field(
+        None,
+        description=(
+            "App identifiers for the application rule. Platform-specific and not "
+            "portable: process names on Windows (e.g. 'chrome.exe'), package names "
+            "on Android (e.g. 'com.android.chrome'). Matched case-insensitively."
+        ),
+    )
     match_type: str | None = Field(
-        None, description="'running' or 'topmost' (for application rule)"
+        None,
+        description=(
+            "'running', 'topmost', 'fullscreen', or 'topmost_fullscreen' (application "
+            "rule). On Android only the foreground app is detectable, so all values "
+            "behave as 'foreground'."
+        ),
     )
     # Time-of-day rule fields
     start_time: str | None = Field(None, description="Start time HH:MM (for time_of_day rule)")
     end_time: str | None = Field(None, description="End time HH:MM (for time_of_day rule)")
+    days_of_week: list[int] | None = Field(
+        None,
+        description="Active weekdays for time_of_day rule (0=Mon..6=Sun). Empty/null = every day.",
+    )
+    timezone: str | None = Field(
+        None,
+        description="IANA timezone for time_of_day rule (e.g. 'Europe/Berlin'). Empty = server local.",
+    )
     # System idle rule fields
     idle_minutes: int | None = Field(
         None, description="Idle timeout in minutes (for system_idle rule)"

server/src/ledgrab/api/schemas/calibration.py

@@ -0,0 +1,104 @@
+"""Pydantic schemas for the calibration session and solver API."""
+
+from typing import Annotated, List, Literal
+
+from pydantic import BaseModel, Field, model_validator
+
+
+# ── Session lifecycle ─────────────────────────────────────────────────────────
+
+
+class CalibrationSessionStartRequest(BaseModel):
+    """Request to start a calibration session on a device."""
+
+    device_id: str = Field(description="ID of the device to drive during calibration")
+
+
+class CalibrationSessionPositionRequest(BaseModel):
+    """Request to advance the chase pixel to a specific LED index."""
+
+    index: int = Field(ge=0, description="LED index to illuminate (0-based)")
+    window: int = Field(
+        default=1,
+        ge=0,
+        le=10,
+        description="Number of dim neighbour LEDs to show on each side (0 = centre only)",
+    )
+
+
+class CalibrationSessionStateResponse(BaseModel):
+    """Current calibration session state."""
+
+    active: bool = Field(description="Whether a session is currently active")
+    device_id: str | None = Field(None, description="Device being driven (null if inactive)")
+    led_count: int = Field(0, description="LED count of the active device")
+    prior_target_id: str | None = Field(
+        None, description="Target that was running before the session (will be restored on stop)"
+    )
+    last_activity: str | None = Field(
+        None, description="ISO timestamp of the last position call (null if inactive)"
+    )
+
+
+# ── Solver ────────────────────────────────────────────────────────────────────
+
+
+class CalibrationSolveRequest(BaseModel):
+    """Request to solve a CalibrationConfig from 4 corner tap indices.
+
+    Provide either *device_id* (the server derives led_count from the device)
+    or *led_count* directly.  *device_id* takes precedence.
+    """
+
+    device_id: str | None = Field(
+        None,
+        description=("Device ID to derive led_count from (preferred over led_count field)"),
+    )
+    led_count: int | None = Field(
+        None,
+        ge=1,
+        description="Total LED count (used when device_id is not provided)",
+    )
+    start_position: Literal["top_left", "top_right", "bottom_left", "bottom_right"] = Field(
+        description="Starting corner of the strip"
+    )
+    layout: Literal["clockwise", "counterclockwise"] = Field(
+        description="Winding direction of the strip"
+    )
+    corner_indices: List[Annotated[int, Field(ge=0)]] = Field(
+        description=(
+            "Four strip indices — one per screen corner — in the strip-walk order "
+            "defined by (start_position, layout).  Index 0 of the strip is the "
+            "start corner; the four tap positions are recorded in strip order "
+            "beginning from that start corner (the solver lays edges out from "
+            "led_start=0, so a non-zero physical start would require the `offset` "
+            "field rather than a shifted corner_indices[0]).  Each element must be "
+            "non-negative (ge=0); out-of-range values yield a 422."
+        ),
+        min_length=4,
+        max_length=4,
+    )
+    offset: int = Field(
+        default=0,
+        ge=0,
+        description="Physical LED offset (0 = no offset)",
+    )
+
+    @model_validator(mode="after")
+    def _require_device_or_led_count(self) -> "CalibrationSolveRequest":
+        if self.device_id is None and self.led_count is None:
+            raise ValueError("Either 'device_id' or 'led_count' must be provided")
+        return self
+
+
+class CalibrationSolvedResponse(BaseModel):
+    """Solved calibration config in simple-mode dict form."""
+
+    mode: Literal["simple"] = "simple"
+    layout: str = Field(description="Winding direction")
+    start_position: str = Field(description="Starting corner")
+    leds_top: int = Field(ge=0, description="LEDs on the top edge")
+    leds_right: int = Field(ge=0, description="LEDs on the right edge")
+    leds_bottom: int = Field(ge=0, description="LEDs on the bottom edge")
+    leds_left: int = Field(ge=0, description="LEDs on the left edge")
+    offset: int = Field(ge=0, description="Physical LED offset")

server/src/ledgrab/api/schemas/devices.py

@@ -131,6 +131,11 @@ class DeviceCreate(BaseModel):
         None,
         description="Govee AES key (hex) — required for encrypted Govee firmware",
     )
+    # MQTT (multi-broker) field
+    mqtt_source_id: str | None = Field(
+        None,
+        description="MQTT source (broker) ID for device_type=mqtt. Empty = first available broker.",
+    )
     default_css_processing_template_id: str | None = Field(
         None, description="Default color strip processing template ID"
     )
@@ -217,6 +222,9 @@ class DeviceUpdate(BaseModel):
     ble_govee_key: str | None = Field(
         None, description="Govee AES key (hex) — required for encrypted Govee firmware"
     )
+    mqtt_source_id: str | None = Field(
+        None, description="MQTT source (broker) ID for device_type=mqtt"
+    )
     default_css_processing_template_id: str | None = Field(
         None, description="Default color strip processing template ID"
     )
@@ -336,6 +344,18 @@ class Calibration(BaseModel):
     border_width: int = Field(
         default=10, ge=1, le=100, description="Border width in pixels for edge sampling"
     )
+    roi_x: float = Field(
+        default=0.0, ge=0.0, le=1.0, description="ROI left edge as a fraction of width (0..1)"
+    )
+    roi_y: float = Field(
+        default=0.0, ge=0.0, le=1.0, description="ROI top edge as a fraction of height (0..1)"
+    )
+    roi_width: float = Field(
+        default=1.0, gt=0.0, le=1.0, description="ROI width as a fraction of width (0..1)"
+    )
+    roi_height: float = Field(
+        default=1.0, gt=0.0, le=1.0, description="ROI height as a fraction of height (0..1)"
+    )
 
 
 class CalibrationTestModeRequest(BaseModel):
@@ -436,6 +456,9 @@ class DeviceResponse(BaseModel):
     ble_govee_key: str = Field(
         default="", description="Govee AES key (hex) — required for encrypted Govee firmware"
     )
+    mqtt_source_id: str = Field(
+        default="", description="MQTT source (broker) ID for device_type=mqtt"
+    )
     default_css_processing_template_id: str = Field(
         default="", description="Default color strip processing template ID"
     )

server/src/ledgrab/api/schemas/output_targets.py

@@ -91,7 +91,11 @@ class LedOutputTargetResponse(_OutputTargetResponseBase):
     adaptive_fps: bool = Field(
         default=False, description="Auto-reduce FPS when device is unresponsive"
     )
-    protocol: str = Field(default="ddp", description="Send protocol (ddp or http)")
+    protocol: str = Field(default="ddp", description="Send protocol (ddp, udp, or http)")
+    max_milliamps: int = Field(
+        default=0, description="ABL: PSU current budget in mA (0 = unlimited)"
+    )
+    milliamps_per_led: int = Field(default=55, description="ABL: full-white draw of one LED in mA")
 
 
 class HALightOutputTargetResponse(_OutputTargetResponseBase):
@@ -233,8 +237,20 @@ class LedOutputTargetCreate(_OutputTargetCreateBase):
     )
     protocol: str = Field(
         default="ddp",
-        pattern="^(ddp|http)$",
-        description="Send protocol: ddp (UDP) or http (JSON API)",
+        pattern="^(ddp|http|udp)$",
+        description="Send protocol: ddp (DDP/UDP), udp (WLED native realtime UDP), or http (JSON API)",
+    )
+    max_milliamps: int = Field(
+        default=0,
+        ge=0,
+        le=200000,
+        description="Automatic brightness limiting: PSU current budget in mA (0 = unlimited)",
+    )
+    milliamps_per_led: int = Field(
+        default=55,
+        ge=1,
+        le=200,
+        description="ABL: estimated full-white draw of a single LED, in mA",
     )
 
 
@@ -370,7 +386,15 @@ class LedOutputTargetUpdate(_OutputTargetUpdateBase):
         None, description="Auto-reduce FPS when device is unresponsive"
     )
     protocol: str | None = Field(
-        None, pattern="^(ddp|http)$", description="Send protocol: ddp (UDP) or http (JSON API)"
+        None,
+        pattern="^(ddp|http|udp)$",
+        description="Send protocol: ddp (DDP/UDP), udp (WLED native realtime UDP), or http (JSON API)",
+    )
+    max_milliamps: int | None = Field(
+        None, ge=0, le=200000, description="ABL: PSU current budget in mA (0 = unlimited)"
+    )
+    milliamps_per_led: int | None = Field(
+        None, ge=1, le=200, description="ABL: full-white draw of one LED in mA"
     )
 
 

server/src/ledgrab/api/schemas/postprocessing.py

@@ -70,6 +70,7 @@ class PostprocessingTemplateResponse(BaseModel):
         max_length=32,
         description="Optional CSS color override for the icon. Empty/null inherits the channel accent.",
     )
+    is_builtin: bool = Field(default=False, description="True for read-only curated 'look' presets")
 
 
 class PostprocessingTemplateListResponse(BaseModel):

server/src/ledgrab/api/schemas/scene_playlists.py

@@ -0,0 +1,94 @@
+"""Scene playlist API schemas."""
+
+from datetime import datetime
+from typing import List
+
+from pydantic import BaseModel, Field
+
+from ledgrab.storage.scene_playlist import (
+    MAX_DURATION_SECONDS,
+    MIN_DURATION_SECONDS,
+)
+
+
+class PlaylistItemSchema(BaseModel):
+    scene_preset_id: str = Field(min_length=1, description="Referenced scene preset id")
+    duration_seconds: float = Field(
+        default=30.0,
+        ge=MIN_DURATION_SECONDS,
+        le=MAX_DURATION_SECONDS,
+        description="How long to hold this scene before advancing",
+    )
+
+
+class ScenePlaylistCreate(BaseModel):
+    """Create a scene playlist."""
+
+    name: str = Field(description="Playlist name", min_length=1, max_length=100)
+    description: str = Field(default="", max_length=500)
+    items: List[PlaylistItemSchema] = Field(
+        default_factory=list, description="Ordered playlist items"
+    )
+    loop: bool = Field(default=True, description="Restart from the first item after the last")
+    shuffle: bool = Field(default=False, description="Randomise item order each cycle")
+    tags: List[str] = Field(default_factory=list, description="User-defined tags")
+    icon: str | None = Field(
+        None,
+        max_length=64,
+        description="Icon id from the curated icon library. Pass empty string to clear.",
+    )
+    icon_color: str | None = Field(
+        None,
+        max_length=32,
+        description="Optional CSS color override for the icon.",
+    )
+
+
+class ScenePlaylistUpdate(BaseModel):
+    """Update scene playlist metadata, items, and playback flags."""
+
+    name: str | None = Field(None, min_length=1, max_length=100)
+    description: str | None = Field(None, max_length=500)
+    items: List[PlaylistItemSchema] | None = Field(None, description="Replace the item list")
+    loop: bool | None = None
+    shuffle: bool | None = None
+    order: int | None = None
+    tags: List[str] | None = None
+    icon: str | None = Field(None, max_length=64)
+    icon_color: str | None = Field(None, max_length=32)
+
+
+class PlaylistRuntimeStateSchema(BaseModel):
+    is_running: bool = False
+    playlist_id: str | None = None
+    playlist_name: str | None = None
+    current_index: int = 0
+    item_count: int = 0
+    current_preset_id: str | None = None
+    started_at: datetime | None = None
+    step_started_at: datetime | None = None
+    step_duration: float = 0.0
+
+
+class ScenePlaylistResponse(BaseModel):
+    """Scene playlist with items and runtime running flag."""
+
+    id: str
+    name: str
+    description: str
+    items: List[PlaylistItemSchema]
+    loop: bool
+    shuffle: bool
+    order: int
+    tags: List[str] = Field(default_factory=list)
+    icon: str | None = Field(None, max_length=64)
+    icon_color: str | None = Field(None, max_length=32)
+    is_running: bool = Field(default=False, description="True if this playlist is cycling now")
+    created_at: datetime
+    updated_at: datetime
+
+
+class ScenePlaylistListResponse(BaseModel):
+    playlists: List[ScenePlaylistResponse]
+    count: int
+    state: PlaylistRuntimeStateSchema

server/src/ledgrab/api/schemas/setup.py

@@ -0,0 +1,63 @@
+"""Pydantic schemas for the setup scaffold endpoint."""
+
+from __future__ import annotations
+
+from typing import Any
+
+from pydantic import BaseModel, Field
+
+
+class ScaffoldRequest(BaseModel):
+    """Request body for ``POST /api/v1/setup/scaffold``.
+
+    Creates a full capture-to-output chain:
+      capture template → picture source → picture color-strip source → LED output target
+
+    ``device_id`` must reference an existing, validated device (created via
+    ``POST /api/v1/devices``).  The wizard flow is: discover/create the device
+    via the canonical device endpoint first, then call scaffold with the
+    resulting ``device_id``.
+    """
+
+    # ── Existing device (required) ────────────────────────────────────────────
+    device_id: str = Field(
+        description="ID of an existing device to wire into the chain.",
+    )
+
+    # ── Capture / picture source ──────────────────────────────────────────────
+    display_index: int = Field(
+        0,
+        ge=0,
+        le=63,
+        description="Index of the monitor to capture (0 = primary; max 63).",
+    )
+
+    # ── Optional calibration override ─────────────────────────────────────────
+    calibration: dict[str, Any] | None = Field(
+        None,
+        description=(
+            "Optional CalibrationConfig dict to use for the color-strip source.  "
+            "When omitted, ``create_default_calibration(led_count)`` is used."
+        ),
+    )
+
+
+class ScaffoldResponse(BaseModel):
+    """IDs of every entity created (or reused) by the scaffold.
+
+    ``capture_template_reused`` is ``True`` when the scaffold matched an
+    existing template by engine type instead of creating a new one.
+    The device is always pre-existing (created via the canonical device endpoint
+    before calling scaffold).
+    """
+
+    device_id: str = Field(description="Device id (pre-existing).")
+    capture_template_id: str = Field(description="Capture template id.")
+    picture_source_id: str = Field(description="Raw picture source id.")
+    color_strip_source_id: str = Field(description="Picture color-strip source id.")
+    output_target_id: str = Field(description="LED output target id.")
+
+    capture_template_reused: bool = Field(
+        False,
+        description="True when an existing matching capture template was reused.",
+    )

server/src/ledgrab/api/schemas/system.py

@@ -68,6 +68,42 @@ class ProcessListResponse(BaseModel):
     count: int = Field(description="Number of unique processes")
 
 
+class InstalledAppItem(BaseModel):
+    """A launchable Android app, for the automation app picker."""
+
+    package: str = Field(description="Android package name, e.g. 'com.netflix.mediaclient'")
+    label: str = Field(description="Human-readable app label, e.g. 'Netflix'")
+
+
+class InstalledAppsResponse(BaseModel):
+    """Launchable apps for the application-rule picker (Android only; empty elsewhere)."""
+
+    apps: List[InstalledAppItem] = Field(description="Launchable apps, sorted by label")
+    count: int = Field(description="Number of apps")
+
+
+class SystemInfoResponse(BaseModel):
+    """Platform capability signal for the frontend (automation editor).
+
+    Lets the application-rule editor choose the right app source and matching
+    semantics per platform, and surface the Usage-Access permission state.
+    """
+
+    is_android: bool = Field(description="True when the server runs on Android (Chaquopy)")
+    app_match_kind: Literal["process", "package"] = Field(
+        description=(
+            "What ApplicationRule.apps values represent: 'process' names on desktop, "
+            "'package' names on Android."
+        )
+    )
+    usage_access_granted: bool = Field(
+        description=(
+            "Android: whether PACKAGE_USAGE_STATS (Usage Access) is granted, gating "
+            "foreground-app detection. Always True (not applicable) off-Android."
+        )
+    )
+
+
 class GpuInfo(BaseModel):
     """GPU performance information."""
 
@@ -158,35 +194,6 @@ class BackupListResponse(BaseModel):
     count: int
 
 
-# ─── MQTT schemas ──────────────────────────────────────────────
-
-
-class MQTTSettingsResponse(BaseModel):
-    """MQTT broker settings response (password is masked)."""
-
-    enabled: bool = Field(description="Whether MQTT is enabled")
-    broker_host: str = Field(description="MQTT broker hostname or IP")
-    broker_port: int = Field(ge=1, le=65535, description="MQTT broker port")
-    username: str = Field(description="MQTT username (empty = anonymous)")
-    password_set: bool = Field(description="Whether a password is configured")
-    client_id: str = Field(description="MQTT client ID")
-    base_topic: str = Field(description="Base topic prefix")
-
-
-class MQTTSettingsRequest(BaseModel):
-    """MQTT broker settings update request."""
-
-    enabled: bool = Field(description="Whether MQTT is enabled")
-    broker_host: str = Field(description="MQTT broker hostname or IP")
-    broker_port: int = Field(ge=1, le=65535, description="MQTT broker port")
-    username: str = Field(default="", description="MQTT username (empty = anonymous)")
-    password: str = Field(
-        default="", description="MQTT password (empty = keep existing if omitted)"
-    )
-    client_id: str = Field(default="ledgrab", description="MQTT client ID")
-    base_topic: str = Field(default="ledgrab", description="Base topic prefix")
-
-
 # ─── External URL schema ───────────────────────────────────────
 
 

server/src/ledgrab/api/schemas/value_sources.py

@@ -10,6 +10,17 @@ from pydantic import BaseModel, Discriminator, Field, Tag
 # =====================================================================
 
 
+class TemplateInput(BaseModel):
+    """A single ``{name -> value_source_id}`` binding for a template source."""
+
+    name: str = Field(
+        description="Variable name used in the expression (valid identifier)",
+        min_length=1,
+        max_length=64,
+    )
+    value_source_id: str = Field("", description="Bound value source ID (empty = unbound)")
+
+
 class _ValueSourceResponseBase(BaseModel):
     """Shared fields for all value source responses."""
 
@@ -120,6 +131,9 @@ class HAEntityValueSourceResponse(_ValueSourceResponseBase):
     min_ha_value: float = Field(description="Raw HA value mapped to output 0.0")
     max_ha_value: float = Field(description="Raw HA value mapped to output 1.0")
     smoothing: float = Field(description="EMA smoothing factor (0.0-1.0)")
+    normalize: bool = Field(
+        description="Rescale raw value to [0,1] via min/max; false clamps the raw value as-is"
+    )
 
 
 class GradientMapValueSourceResponse(_ValueSourceResponseBase):
@@ -149,6 +163,9 @@ class SystemMetricsValueSourceResponse(_ValueSourceResponseBase):
     sensor_label: str = Field(description="Sensor label for cpu_temp/fan_speed")
     poll_interval: float = Field(description="Seconds between reads")
     smoothing: float = Field(description="EMA smoothing factor (0.0-1.0)")
+    normalize: bool = Field(
+        description="Rescale raw value to [0,1] via min/max; false clamps the raw value as-is"
+    )
 
 
 class HTTPValueSourceResponse(_ValueSourceResponseBase):
@@ -160,6 +177,22 @@ class HTTPValueSourceResponse(_ValueSourceResponseBase):
     min_value: float = Field(description="Raw value mapped to output 0.0")
     max_value: float = Field(description="Raw value mapped to output 1.0")
     smoothing: float = Field(description="EMA smoothing factor (0.0-1.0)")
+    normalize: bool = Field(
+        description="Rescale raw value to [0,1] via min/max; false clamps the raw value as-is"
+    )
+
+
+class TemplateValueSourceResponse(_ValueSourceResponseBase):
+    source_type: Literal["template"] = "template"
+    return_type: Literal["float"] = "float"
+    template: str = Field(description="Jinja2 expression")
+    inputs: List[TemplateInput] = Field(
+        default_factory=list, description="Named value-source bindings"
+    )
+    default_value: float = Field(description="Fallback when the expression errors (0.0-1.0)")
+    eval_interval: float | None = Field(
+        None, description="Re-eval throttle in seconds (None/0 = every poll)"
+    )
 
 
 ValueSourceResponse = Annotated[
@@ -176,7 +209,8 @@ ValueSourceResponse = Annotated[
     | Annotated[GradientMapValueSourceResponse, Tag("gradient_map")]
     | Annotated[CSSExtractValueSourceResponse, Tag("css_extract")]
     | Annotated[SystemMetricsValueSourceResponse, Tag("system_metrics")]
-    | Annotated[HTTPValueSourceResponse, Tag("http")],
+    | Annotated[HTTPValueSourceResponse, Tag("http")]
+    | Annotated[TemplateValueSourceResponse, Tag("template")],
     Discriminator("source_type"),
 ]
 
@@ -292,6 +326,9 @@ class HAEntityValueSourceCreate(_ValueSourceCreateBase):
     min_ha_value: float = Field(0.0, description="Raw HA value mapped to output 0.0")
     max_ha_value: float = Field(100.0, description="Raw HA value mapped to output 1.0")
     smoothing: float = Field(0.0, description="EMA smoothing (0.0-1.0)", ge=0.0, le=1.0)
+    normalize: bool = Field(
+        True, description="Rescale raw value to [0,1] via min/max; false clamps the raw value as-is"
+    )
 
 
 class GradientMapValueSourceCreate(_ValueSourceCreateBase):
@@ -318,6 +355,9 @@ class SystemMetricsValueSourceCreate(_ValueSourceCreateBase):
     sensor_label: str = Field("", description="Sensor label for cpu_temp/fan_speed")
     poll_interval: float = Field(1.0, description="Poll interval in seconds", ge=0.1, le=60.0)
     smoothing: float = Field(0.0, description="EMA smoothing (0.0-1.0)", ge=0.0, le=1.0)
+    normalize: bool = Field(
+        True, description="Rescale raw value to [0,1] via min/max; false clamps the raw value as-is"
+    )
 
 
 class HTTPValueSourceCreate(_ValueSourceCreateBase):
@@ -328,6 +368,30 @@ class HTTPValueSourceCreate(_ValueSourceCreateBase):
     min_value: float = Field(0.0, description="Raw value mapped to output 0.0")
     max_value: float = Field(100.0, description="Raw value mapped to output 1.0")
     smoothing: float = Field(0.0, description="EMA smoothing (0.0-1.0)", ge=0.0, le=1.0)
+    normalize: bool = Field(
+        True, description="Rescale raw value to [0,1] via min/max; false clamps the raw value as-is"
+    )
+
+
+class TemplateValueSourceCreate(_ValueSourceCreateBase):
+    source_type: Literal["template"] = "template"
+    template: str = Field(
+        description=(
+            "Jinja2 expression (no statements/blocks). Inputs are exposed by name and via "
+            "raw[name]; globals: min, max, abs, round, clamp(x, lo=0, hi=1)."
+        ),
+        min_length=1,
+        max_length=2000,
+    )
+    inputs: List[TemplateInput] = Field(
+        default_factory=list, description="Named value-source bindings"
+    )
+    default_value: float = Field(
+        0.0, description="Fallback when the expression errors (0.0-1.0)", ge=0.0, le=1.0
+    )
+    eval_interval: float | None = Field(
+        None, description="Re-eval throttle in seconds (None/0 = every poll)", ge=0.0
+    )
 
 
 ValueSourceCreate = Annotated[
@@ -344,7 +408,8 @@ ValueSourceCreate = Annotated[
     | Annotated[GradientMapValueSourceCreate, Tag("gradient_map")]
     | Annotated[CSSExtractValueSourceCreate, Tag("css_extract")]
     | Annotated[SystemMetricsValueSourceCreate, Tag("system_metrics")]
-    | Annotated[HTTPValueSourceCreate, Tag("http")],
+    | Annotated[HTTPValueSourceCreate, Tag("http")]
+    | Annotated[TemplateValueSourceCreate, Tag("template")],
     Discriminator("source_type"),
 ]
 
@@ -452,6 +517,9 @@ class HAEntityValueSourceUpdate(_ValueSourceUpdateBase):
     min_ha_value: float | None = Field(None, description="Min HA value")
     max_ha_value: float | None = Field(None, description="Max HA value")
     smoothing: float | None = Field(None, description="EMA smoothing", ge=0.0, le=1.0)
+    normalize: bool | None = Field(
+        None, description="Rescale raw via min/max (false = clamp as-is)"
+    )
 
 
 class GradientMapValueSourceUpdate(_ValueSourceUpdateBase):
@@ -478,6 +546,9 @@ class SystemMetricsValueSourceUpdate(_ValueSourceUpdateBase):
     sensor_label: str | None = Field(None, description="Sensor label")
     poll_interval: float | None = Field(None, description="Poll interval", ge=0.1, le=60.0)
     smoothing: float | None = Field(None, description="EMA smoothing", ge=0.0, le=1.0)
+    normalize: bool | None = Field(
+        None, description="Rescale raw via min/max (false = clamp as-is)"
+    )
 
 
 class HTTPValueSourceUpdate(_ValueSourceUpdateBase):
@@ -488,6 +559,23 @@ class HTTPValueSourceUpdate(_ValueSourceUpdateBase):
     min_value: float | None = Field(None, description="Raw value mapped to 0.0")
     max_value: float | None = Field(None, description="Raw value mapped to 1.0")
     smoothing: float | None = Field(None, description="EMA smoothing", ge=0.0, le=1.0)
+    normalize: bool | None = Field(
+        None, description="Rescale raw via min/max (false = clamp as-is)"
+    )
+
+
+class TemplateValueSourceUpdate(_ValueSourceUpdateBase):
+    source_type: Literal["template"] = "template"
+    template: str | None = Field(
+        None, description="Jinja2 expression", min_length=1, max_length=2000
+    )
+    inputs: List[TemplateInput] | None = Field(None, description="Named value-source bindings")
+    default_value: float | None = Field(
+        None, description="Fallback when the expression errors (0.0-1.0)", ge=0.0, le=1.0
+    )
+    eval_interval: float | None = Field(
+        None, description="Re-eval throttle in seconds (0 = every poll)", ge=0.0
+    )
 
 
 ValueSourceUpdate = Annotated[
@@ -504,7 +592,8 @@ ValueSourceUpdate = Annotated[
     | Annotated[GradientMapValueSourceUpdate, Tag("gradient_map")]
     | Annotated[CSSExtractValueSourceUpdate, Tag("css_extract")]
     | Annotated[SystemMetricsValueSourceUpdate, Tag("system_metrics")]
-    | Annotated[HTTPValueSourceUpdate, Tag("http")],
+    | Annotated[HTTPValueSourceUpdate, Tag("http")]
+    | Annotated[TemplateValueSourceUpdate, Tag("template")],
     Discriminator("source_type"),
 ]
 

server/src/ledgrab/core/audio/__init__.py

@@ -38,6 +38,19 @@ try:
 except ImportError:
     _has_sounddevice = False
 
+# Android playback-capture engine — pure Python (numpy only), but the
+# guard keeps the registration pattern uniform and tolerant of any future
+# import-time dependency.
+try:
+    from ledgrab.core.audio.android_audio_engine import (
+        AndroidAudioEngine,
+        AndroidAudioCaptureStream,
+    )
+
+    _has_android_audio = True
+except ImportError:
+    _has_android_audio = False
+
 from ledgrab.core.audio.demo_engine import DemoAudioEngine, DemoAudioCaptureStream
 
 # Auto-register available engines
@@ -45,6 +58,8 @@ if _has_wasapi:
     AudioEngineRegistry.register(WasapiEngine)
 if _has_sounddevice:
     AudioEngineRegistry.register(SounddeviceEngine)
+if _has_android_audio:
+    AudioEngineRegistry.register(AndroidAudioEngine)
 AudioEngineRegistry.register(DemoAudioEngine)
 
 __all__ = [
@@ -65,3 +80,5 @@ if _has_wasapi:
     __all__ += ["WasapiEngine", "WasapiCaptureStream"]
 if _has_sounddevice:
     __all__ += ["SounddeviceEngine", "SounddeviceCaptureStream"]
+if _has_android_audio:
+    __all__ += ["AndroidAudioEngine", "AndroidAudioCaptureStream"]

server/src/ledgrab/core/audio/android_audio_engine.py

@@ -0,0 +1,229 @@
+"""Android playback-capture audio engine.
+
+Receives PCM pushed from Kotlin (via Chaquopy) through a module-level
+sample queue.  The Kotlin layer captures system playback audio with
+``AudioRecord`` + ``AudioPlaybackCaptureConfiguration`` (reusing the
+app's ``MediaProjection`` token) and calls :func:`push_samples` with
+interleaved float32 PCM for each fixed-size block.
+
+Mirrors the screen-capture bridge
+(``core/capture_engines/mediaprojection_engine.py``): a module-level
+queue plus ``configure`` / ``push_samples`` / ``shutdown`` filled by
+Kotlin, consumed through the standard :class:`AudioCaptureStreamBase`
+interface so :class:`~ledgrab.core.audio.audio_capture.ManagedAudioStream`
+and :class:`~ledgrab.core.audio.analysis.AudioAnalyzer` work unchanged.
+
+This engine is only available when running inside the LedGrab Android
+app, which has set up the sample queue via :func:`configure`.
+"""
+
+import queue
+from typing import Any, Dict, List
+
+import numpy as np
+
+from ledgrab.core.audio.base import (
+    AudioCaptureEngine,
+    AudioCaptureStreamBase,
+    AudioDeviceInfo,
+)
+from ledgrab.utils import get_logger
+from ledgrab.utils.platform import is_android
+
+logger = get_logger(__name__)
+
+# ---------------------------------------------------------------------------
+# Sample queue — the bridge between Kotlin and Python
+# ---------------------------------------------------------------------------
+
+_pcm_queue: "queue.Queue[np.ndarray]" = queue.Queue(maxsize=8)
+_sample_rate = 48000
+_channels = 2
+_chunk_size = 1024
+_active = False
+_frames_received = 0
+
+
+def configure(sample_rate: int, channels: int, chunk_size: int) -> None:
+    """Set the stream format.  Called from Kotlin before frames flow.
+
+    Drains any stale PCM from a previous capture session so the first
+    chunk after a restart is actually current.  ``channels`` /
+    ``sample_rate`` should be the values the Kotlin ``AudioRecord``
+    actually negotiated (which can differ from the requested values,
+    e.g. a stereo request that falls back to mono) — the analyzer keys
+    off these, so they must match the interleaving of pushed samples.
+    """
+    global _sample_rate, _channels, _chunk_size, _active, _frames_received
+    while not _pcm_queue.empty():
+        try:
+            _pcm_queue.get_nowait()
+        except queue.Empty:
+            break
+    _sample_rate = sample_rate
+    _channels = max(1, channels)
+    _chunk_size = max(1, chunk_size)
+    _frames_received = 0
+    _active = True
+    logger.info(
+        "Android audio engine configured: sr=%d channels=%d chunk=%d",
+        _sample_rate,
+        _channels,
+        _chunk_size,
+    )
+
+
+def push_samples(pcm_float32: bytes) -> None:
+    """Push one interleaved float32 PCM block from Kotlin.
+
+    The byte buffer is interpreted as native-endian float32 (Kotlin
+    packs little-endian; all Android ABIs are little-endian).  Drops the
+    oldest queued block if the consumer is slow (non-blocking).
+
+    Defensive framing: the downstream :class:`AudioAnalyzer` reshapes to
+    ``(-1, channels)`` and copies into ``chunk_size``-sized scratch
+    buffers, so it raises on a block whose length is not a whole number
+    of frames or that exceeds ``chunk_size`` frames.  We trim to a whole
+    multiple of ``_channels`` and clamp to ``_chunk_size`` frames so a
+    malformed push can never crash the capture thread.
+    """
+    global _frames_received
+    # np.frombuffer raises if the length isn't a whole number of float32s.
+    # Kotlin always pushes complete blocks, but guard so a malformed buffer is
+    # dropped here rather than surfacing as an exception across the JNI bridge.
+    if len(pcm_float32) % 4 != 0:
+        return
+    samples = np.frombuffer(pcm_float32, dtype=np.float32)
+
+    # Trim to whole frames, then clamp to chunk_size frames.
+    frames = len(samples) // _channels
+    if frames <= 0:
+        return
+    frames = min(frames, _chunk_size)
+    usable = frames * _channels
+
+    # Copy out of the read-only frombuffer view so the queued block owns its
+    # memory.  This lets the Kotlin side push from a reusable buffer (low GC on
+    # low-end TV boxes) without the not-yet-consumed queued block aliasing
+    # bytes Kotlin is about to overwrite.  Mirrors mediaprojection_engine's
+    # push_frame .copy().
+    block = samples[:usable].copy()
+
+    _frames_received += 1
+    if _frames_received == 1 or _frames_received % 100 == 0:
+        logger.info("Android audio: received %d blocks", _frames_received)
+
+    try:
+        _pcm_queue.put_nowait(block)
+    except queue.Full:
+        try:
+            _pcm_queue.get_nowait()
+        except queue.Empty:
+            pass
+        try:
+            _pcm_queue.put_nowait(block)
+        except queue.Full:
+            pass
+
+
+def shutdown() -> None:
+    """Deactivate the engine.  Called when the Android app stops audio."""
+    global _active
+    _active = False
+    logger.info("Android audio engine shut down")
+
+
+# ---------------------------------------------------------------------------
+# CaptureStream
+# ---------------------------------------------------------------------------
+
+
+class AndroidAudioCaptureStream(AudioCaptureStreamBase):
+    """Reads PCM blocks pushed by Kotlin from the module-level queue."""
+
+    @property
+    def channels(self) -> int:
+        return _channels
+
+    @property
+    def sample_rate(self) -> int:
+        return _sample_rate
+
+    @property
+    def chunk_size(self) -> int:
+        return _chunk_size
+
+    def initialize(self) -> None:
+        if self._initialized:
+            return
+        if not _active:
+            raise RuntimeError(
+                "Android audio engine not configured. "
+                "This engine is only available inside the Android app."
+            )
+        self._initialized = True
+        logger.info("Android audio capture stream initialized")
+
+    def cleanup(self) -> None:
+        self._initialized = False
+        logger.info("Android audio capture stream cleaned up")
+
+    def read_chunk(self) -> np.ndarray | None:
+        try:
+            return _pcm_queue.get(timeout=0.1)  # 1-D float32 interleaved
+        except queue.Empty:
+            return None
+
+
+# ---------------------------------------------------------------------------
+# CaptureEngine
+# ---------------------------------------------------------------------------
+
+
+class AndroidAudioEngine(AudioCaptureEngine):
+    """Android playback-capture audio engine.
+
+    Only available when running inside the LedGrab Android app, which
+    calls :func:`configure` once audio capture is set up.  Exposes a
+    single loopback "device" representing the system audio mix.
+    """
+
+    ENGINE_TYPE = "android_playback"
+    ENGINE_PRIORITY = 100  # highest on a real Android device (demo only wins in demo mode)
+
+    @classmethod
+    def is_available(cls) -> bool:
+        return is_android() and _active
+
+    @classmethod
+    def get_default_config(cls) -> Dict[str, Any]:
+        return {
+            "sample_rate": _sample_rate,
+            "channels": _channels,
+            "chunk_size": _chunk_size,
+        }
+
+    @classmethod
+    def enumerate_devices(cls) -> List[AudioDeviceInfo]:
+        if not cls.is_available():
+            return []
+        return [
+            AudioDeviceInfo(
+                index=0,
+                name="Android playback (system audio)",
+                is_input=True,
+                is_loopback=True,
+                channels=_channels,
+                default_samplerate=float(_sample_rate),
+            )
+        ]
+
+    @classmethod
+    def create_stream(
+        cls,
+        device_index: int,
+        is_loopback: bool,
+        config: Dict[str, Any],
+    ) -> AndroidAudioCaptureStream:
+        merged = {**cls.get_default_config(), **config}
+        return AndroidAudioCaptureStream(device_index, is_loopback, merged)

server/src/ledgrab/core/automations/automation_engine.py

@@ -26,6 +26,33 @@ from ledgrab.utils import get_logger
 
 logger = get_logger(__name__)
 
+# Cache resolved IANA timezones (and remember invalid names) so the ~1 Hz
+# automation tick neither re-parses tzdata nor log-spams on a bad name.
+_TZ_CACHE: Dict[str, object] = {}
+_TZ_WARNED: set = set()
+
+
+def _now_in_tz(tz_name: str) -> datetime:
+    """Current local time, in ``tz_name`` (IANA) if given, else the server's."""
+    if not tz_name:
+        return datetime.now()
+    tz = _TZ_CACHE.get(tz_name)
+    if tz is None:
+        try:
+            from zoneinfo import ZoneInfo
+
+            tz = ZoneInfo(tz_name)
+            _TZ_CACHE[tz_name] = tz
+        except Exception:
+            if tz_name not in _TZ_WARNED:
+                _TZ_WARNED.add(tz_name)
+                logger.warning(
+                    "Invalid timezone %r for time-of-day rule; using server local time",
+                    tz_name,
+                )
+            return datetime.now()
+    return datetime.now(tz)
+
 
 @dataclass(frozen=True)
 class _RuleEvalContext:
@@ -519,16 +546,26 @@ class AutomationEngine:
 
     @staticmethod
     def _evaluate_time_of_day(rule: TimeOfDayRule) -> bool:
-        now = datetime.now()
+        now = _now_in_tz(rule.timezone)
         current = now.hour * 60 + now.minute
         parts_s = rule.start_time.split(":")
         parts_e = rule.end_time.split(":")
         start = int(parts_s[0]) * 60 + int(parts_s[1])
         end = int(parts_e[0]) * 60 + int(parts_e[1])
+        days = rule.days_of_week
+
         if start <= end:
-            return start <= current <= end
-        # Overnight range (e.g. 22:00 → 06:00)
-        return current >= start or current <= end
+            if not (start <= current <= end):
+                return False
+            return not days or now.weekday() in days
+
+        # Overnight range (e.g. 22:00 → 06:00): the window belongs to its
+        # START day, so the after-midnight tail is matched against yesterday.
+        if current >= start:  # evening portion — today's window
+            return not days or now.weekday() in days
+        if current <= end:  # early-morning portion — yesterday's window
+            return not days or ((now.weekday() - 1) % 7) in days
+        return False
 
     @staticmethod
     def _evaluate_idle(rule: SystemIdleRule, idle_seconds: float | None) -> bool:

server/src/ledgrab/core/automations/platform_detector.py

@@ -6,12 +6,14 @@ Non-Windows: graceful degradation (returns empty results).
 
 import asyncio
 import ctypes
+import json
 import os
 import sys
 import threading
 from typing import Set
 
 from ledgrab.utils import get_logger
+from ledgrab.utils.platform import is_android
 
 logger = get_logger(__name__)
 
@@ -21,6 +23,105 @@ if _IS_WINDOWS:
     import ctypes.wintypes
 
 
+# ---------------------------------------------------------------------------
+# Android ForegroundAppBridge interop — lazy + guarded (never at import time)
+# ---------------------------------------------------------------------------
+# Android reports ``sys.platform == "linux"`` so ``_IS_WINDOWS`` is False there;
+# the foreground app is read via the Kotlin ``ForegroundAppBridge`` (UsageStats)
+# instead of Win32 ctypes. These module-level wrappers are the monkeypatch
+# surface used by tests (mirrors ``android_camera_engine``) — patch the module
+# function, not the live ``jclass`` object.
+
+# Emit the "Usage Access not granted" warning only once per process so the ~1s
+# automation poll loop doesn't spam the log while access is missing.
+_warned_no_usage_access = False
+
+
+def _foreground_bridge():
+    """Return the Kotlin ``ForegroundAppBridge`` singleton, or None off-Android.
+
+    The ``from java import jclass`` import only resolves inside the Chaquopy
+    runtime, so it must never run at module import time (this module is imported
+    on desktop CI too). Mirrors ``android_camera_engine._camera_bridge()``.
+    """
+    if not is_android():
+        return None
+    try:
+        from java import jclass  # type: ignore[import-not-found]
+    except ImportError as exc:
+        logger.debug("Chaquopy java interop not available: %s", exc)
+        return None
+    try:
+        return jclass("com.ledgrab.android.ForegroundAppBridge").INSTANCE
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.debug("ForegroundAppBridge singleton unavailable: %s", exc)
+        return None
+
+
+def has_usage_access() -> bool:
+    """Whether Usage Access (PACKAGE_USAGE_STATS) is granted. False off-Android."""
+    bridge = _foreground_bridge()
+    if bridge is None:
+        return False
+    try:
+        return bool(bridge.hasUsageAccess())
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.debug("ForegroundAppBridge.hasUsageAccess failed: %s", exc)
+        return False
+
+
+def get_foreground_package() -> str | None:
+    """Current foreground app package via the Kotlin bridge, or None.
+
+    None off-Android, when the bridge is unavailable, when Usage Access is
+    missing, or when no foreground event is found in the trailing window.
+    Monkeypatched in tests.
+    """
+    bridge = _foreground_bridge()
+    if bridge is None:
+        return None
+    try:
+        pkg = bridge.getForegroundPackage()
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.warning("ForegroundAppBridge.getForegroundPackage failed: %s", exc)
+        return None
+    if pkg is None:
+        return None
+    s = str(pkg).strip()
+    return s or None
+
+
+def list_installed_apps() -> list[dict]:
+    """Launchable apps via the Kotlin bridge: ``[{"package": .., "label": ..}]``.
+
+    Returns ``[]`` off-Android, when the bridge is unavailable, on error, or on
+    invalid JSON. Sorted by label (the bridge sorts; order is preserved here).
+    Monkeypatched in tests.
+    """
+    bridge = _foreground_bridge()
+    if bridge is None:
+        return []
+    try:
+        raw = bridge.listLaunchableApps()  # JSON array string
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.warning("ForegroundAppBridge.listLaunchableApps failed: %s", exc)
+        return []
+    try:
+        parsed = json.loads(str(raw))
+    except (ValueError, TypeError) as exc:  # pragma: no cover - Android-only path
+        logger.warning("ForegroundAppBridge.listLaunchableApps returned invalid JSON: %s", exc)
+        return []
+    apps: list[dict] = []
+    for entry in parsed if isinstance(parsed, list) else []:
+        if not isinstance(entry, dict):
+            continue
+        pkg = entry.get("package")
+        if not pkg:
+            continue
+        apps.append({"package": str(pkg), "label": str(entry.get("label") or pkg)})
+    return apps
+
+
 class PlatformDetector:
     """Detect running processes and the foreground window's process."""
 
@@ -84,6 +185,21 @@ class PlatformDetector:
             ]
             user32.DefWindowProcW.restype = ctypes.c_ssize_t
 
+            # Pin the MSG pointer type so byref(msg) matches the prototype
+            # (Python 3.13 ctypes rejects mismatched POINTER(MSG) caches).
+            LPMSG = ctypes.POINTER(ctypes.wintypes.MSG)
+            user32.GetMessageW.argtypes = [
+                LPMSG,
+                ctypes.wintypes.HWND,
+                ctypes.c_uint,
+                ctypes.c_uint,
+            ]
+            user32.GetMessageW.restype = ctypes.c_int
+            user32.TranslateMessage.argtypes = [LPMSG]
+            user32.TranslateMessage.restype = ctypes.wintypes.BOOL
+            user32.DispatchMessageW.argtypes = [LPMSG]
+            user32.DispatchMessageW.restype = ctypes.c_ssize_t
+
             def wnd_proc(hwnd, msg, wparam, lparam):
                 if msg == WM_POWERBROADCAST and wparam == PBT_POWERSETTINGCHANGE:
                     try:
@@ -200,6 +316,31 @@ class PlatformDetector:
 
     # ---- Process detection ----
 
+    def _get_android_foreground(self) -> tuple:
+        """(package_lowercased, True) for the foreground app on Android.
+
+        Returns ``(None, False)`` when Usage Access is not granted (warned once)
+        or no foreground app is found. ``is_fullscreen`` is reported True because
+        a foreground TV app effectively covers the screen — so an Android rule's
+        ``topmost``/``topmost_fullscreen``/``fullscreen`` match types all behave
+        as "this app is in front". Delegates to the module-level bridge wrappers
+        (the monkeypatch surface used by tests).
+        """
+        global _warned_no_usage_access
+        if not has_usage_access():
+            if not _warned_no_usage_access:
+                logger.warning(
+                    "Android 'Application' automation rules need Usage Access "
+                    "(Settings > Usage access). Foreground-app rules will not match "
+                    "until it is granted."
+                )
+                _warned_no_usage_access = True
+            return (None, False)
+        pkg = get_foreground_package()
+        if not pkg:
+            return (None, False)
+        return (pkg.lower(), True)
+
     def _get_running_processes_sync(self) -> Set[str]:
         """Get set of lowercase process names via Win32 EnumProcesses.
 
@@ -207,7 +348,14 @@ class PlatformDetector:
         which is ~300x faster than WMI (~8ms vs ~3s).  System services
         running under protected accounts are not visible, but all
         user-facing applications are covered.
+
+        On Android there is no process enumeration API (getRunningTasks is
+        restricted); the foreground app is reported as the sole "running" entry
+        as a best-effort so ``match_type="running"`` rules still work.
         """
+        if is_android():
+            pkg, _ = self._get_android_foreground()
+            return {pkg} if pkg else set()
         if not _IS_WINDOWS:
             return set()
 
@@ -261,9 +409,13 @@ class PlatformDetector:
     def _get_topmost_process_sync(self) -> tuple:
         """Get (process_name, is_fullscreen) of the foreground window.
 
-        Returns (None, False) when detection fails.
+        On Android the "foreground window" is the foreground app package (read
+        via the Kotlin ForegroundAppBridge); see ``_get_android_foreground``.
+        Returns (None, False) when detection fails / Usage Access is missing.
         Blocking — call via executor.
         """
+        if is_android():
+            return self._get_android_foreground()
         if not _IS_WINDOWS:
             return (None, False)
 
@@ -354,7 +506,13 @@ class PlatformDetector:
 
         Enumerates all top-level windows and checks each for fullscreen.
         Returns process names (lowercase) whose window covers an entire monitor.
+
+        On Android the foreground app is treated as fullscreen, so it is the
+        sole entry (best-effort, mirrors ``_get_running_processes_sync``).
         """
+        if is_android():
+            pkg, _ = self._get_android_foreground()
+            return {pkg} if pkg else set()
         if not _IS_WINDOWS:
             return set()
 

server/src/ledgrab/core/backup/auto_backup.py

@@ -1,10 +1,12 @@
-"""Auto-backup engine — periodic SQLite snapshot backups."""
+"""Auto-backup engine — periodic SQLite + assets snapshot backups."""
 
 import asyncio
 import os
+import tempfile
+import zipfile
 from datetime import datetime, timedelta, timezone
 from pathlib import Path
-from typing import List
+from typing import Iterable, List
 
 from ledgrab.storage.database import Database
 from ledgrab.utils import get_logger
@@ -20,19 +22,35 @@ DEFAULT_SETTINGS = {
 # Skip the immediate-on-start backup if a recent backup exists within this window.
 _STARTUP_BACKUP_COOLDOWN = timedelta(minutes=5)
 
-_BACKUP_EXT = ".db"
+# Current write format. ``.db`` is still recognised on read so backups taken
+# by older versions remain listable, restorable, and prunable.
+_BACKUP_EXT = ".zip"
+_RECOGNISED_EXTS: tuple[str, ...] = (".zip", ".db")
+
+# Soft warning threshold — large backups indicate an unbounded assets dir or
+# bloated DB. We don't refuse to write (user data is theirs), but log loudly
+# so the operator can investigate before disk fills up over many intervals.
+_BACKUP_SIZE_WARN_BYTES = 500 * 1024 * 1024  # 500 MB
 
 
 class AutoBackupEngine:
-    """Creates periodic SQLite snapshot backups of the database."""
+    """Creates periodic backups of the database and asset files.
+
+    Each backup is a ZIP archive containing ``ledgrab.db`` plus every file
+    from ``assets_dir`` under ``assets/`` — matching the format produced by
+    the manual ``GET /api/v1/system/backup`` download. The restore endpoint
+    accepts either ``.zip`` or ``.db`` interchangeably.
+    """
 
     def __init__(
         self,
         backup_dir: Path,
         db: Database,
+        assets_dir: Path | None = None,
     ):
         self._backup_dir = Path(backup_dir)
         self._db = db
+        self._assets_dir = Path(assets_dir) if assets_dir else None
         self._task: asyncio.Task | None = None
         self._last_backup_time: datetime | None = None
 
@@ -82,9 +100,14 @@ class AutoBackupEngine:
             self._task.cancel()
             self._task = None
 
+    def _iter_backup_files(self) -> Iterable[Path]:
+        """Yield every backup file (both legacy ``.db`` and current ``.zip``)."""
+        for ext in _RECOGNISED_EXTS:
+            yield from self._backup_dir.glob(f"*{ext}")
+
     def _most_recent_backup_age(self) -> timedelta | None:
         """Return the age of the newest backup file, or None if no backups exist."""
-        files = list(self._backup_dir.glob(f"*{_BACKUP_EXT}"))
+        files = list(self._iter_backup_files())
         if not files:
             return None
         newest = max(files, key=lambda p: p.stat().st_mtime)
@@ -124,15 +147,72 @@ class AutoBackupEngine:
         timestamp = now.strftime("%Y-%m-%dT%H%M%S")
         filename = f"ledgrab-backup-{timestamp}{_BACKUP_EXT}"
         file_path = self._backup_dir / filename
+        # Stage the ZIP at <name>.partial then os.replace into place once it's
+        # fully written. A crash mid-write leaves a .partial file (cleaned up
+        # on the next backup) but never a half-written backup that would fool
+        # ``_most_recent_backup_age`` / ``_prune_old_backups`` into trusting
+        # corrupt data.
+        partial_path = file_path.with_suffix(file_path.suffix + ".partial")
 
-        self._db.backup_to(file_path)
+        # SQLite backup API → temp .db so we get a consistent snapshot
+        # without holding the DB lock for the ZIP write.
+        tmp = tempfile.NamedTemporaryFile(suffix=".db", delete=False)
+        tmp_path = Path(tmp.name)
+        tmp.close()
+        asset_count = 0
+        try:
+            self._db.backup_to(tmp_path)
+            with zipfile.ZipFile(partial_path, "w", zipfile.ZIP_DEFLATED) as zf:
+                zf.write(tmp_path, "ledgrab.db")
+                if self._assets_dir and self._assets_dir.is_dir():
+                    for asset_file in self._assets_dir.iterdir():
+                        # Skip symlinks: ``is_file()`` follows them and we
+                        # don't want to silently slurp a symlink target that
+                        # lives outside the assets dir into every backup.
+                        if asset_file.is_symlink():
+                            continue
+                        if asset_file.is_file():
+                            zf.write(asset_file, f"assets/{asset_file.name}")
+                            asset_count += 1
+            os.replace(partial_path, file_path)
+        except Exception:
+            # Roll back the staged partial so it doesn't accumulate; the
+            # finally block still removes the SQLite temp file. Re-raise so
+            # the caller (``_backup_loop`` / ``trigger_backup``) sees + logs
+            # the failure instead of silently emitting a missing backup.
+            partial_path.unlink(missing_ok=True)
+            raise
+        finally:
+            tmp_path.unlink(missing_ok=True)
 
+        # Best-effort sweep of any older orphan .partial files left by a
+        # crash on a previous run.
+        for stale in self._backup_dir.glob("*.partial"):
+            try:
+                stale.unlink()
+            except OSError:
+                pass
+
+        size_bytes = file_path.stat().st_size
         self._last_backup_time = now
-        logger.info(f"Backup created: {filename}")
+        logger.info(
+            "Backup created: %s (%d asset files, %.1f MB)",
+            filename,
+            asset_count,
+            size_bytes / (1024 * 1024),
+        )
+        if size_bytes > _BACKUP_SIZE_WARN_BYTES:
+            logger.warning(
+                "Backup %s is %.1f MB — exceeds %d MB warning threshold; "
+                "consider pruning the assets directory or lowering max_backups",
+                filename,
+                size_bytes / (1024 * 1024),
+                _BACKUP_SIZE_WARN_BYTES // (1024 * 1024),
+            )
 
     def _prune_old_backups(self) -> None:
         max_backups = self._settings["max_backups"]
-        files = sorted(self._backup_dir.glob(f"*{_BACKUP_EXT}"), key=lambda p: p.stat().st_mtime)
+        files = sorted(self._iter_backup_files(), key=lambda p: p.stat().st_mtime)
         excess = len(files) - max_backups
         if excess > 0:
             for f in files[:excess]:
@@ -179,9 +259,7 @@ class AutoBackupEngine:
 
     def list_backups(self) -> List[dict]:
         backups = []
-        for f in sorted(
-            self._backup_dir.glob(f"*{_BACKUP_EXT}"), key=lambda p: p.stat().st_mtime, reverse=True
-        ):
+        for f in sorted(self._iter_backup_files(), key=lambda p: p.stat().st_mtime, reverse=True):
             stat = f.stat()
             backups.append(
                 {

server/src/ledgrab/core/capture/calibration.py

@@ -113,6 +113,18 @@ class CalibrationConfig:
     skip_leds_end: int = 0
     # Border width: how many pixels from the screen edge to sample
     border_width: int = 10
+    # Region of interest (simple mode): sample only this sub-rectangle of the
+    # frame (fractions 0..1). Defaults to the full frame. Lets a user exclude
+    # HUDs/taskbars/letterboxing from the sampled border colours.
+    roi_x: float = 0.0
+    roi_y: float = 0.0
+    roi_width: float = 1.0
+    roi_height: float = 1.0
+
+    @property
+    def has_roi(self) -> bool:
+        """True when the ROI is narrower than the full frame."""
+        return self.roi_x > 0.0 or self.roi_y > 0.0 or self.roi_width < 1.0 or self.roi_height < 1.0
 
     def build_segments(self) -> List[CalibrationSegment]:
         """Derive segment list from core parameters."""
@@ -656,6 +668,98 @@ def create_pixel_mapper(
     return PixelMapper(calibration, interpolation_mode)
 
 
+def solve_calibration(
+    led_count: int,
+    start_position: str,
+    layout: str,
+    corner_indices: List[int],
+    offset: int = 0,
+) -> "CalibrationConfig":
+    """Derive a CalibrationConfig from 4 corner tap indices.
+
+    Given the LED-strip indices where the user tapped each physical corner of
+    the screen (in strip-walk order matching *start_position* and *layout*),
+    compute per-edge LED counts that are consistent with
+    ``EDGE_ORDER``/``EDGE_REVERSE`` and round-trip through
+    ``build_segments()``.
+
+    Args:
+        led_count: Total number of LEDs on the strip.
+        start_position: Starting corner of the strip
+            (``"top_left"``, ``"top_right"``, ``"bottom_left"``,
+            ``"bottom_right"``).
+        layout: Winding direction (``"clockwise"`` or
+            ``"counterclockwise"``).
+        corner_indices: Four strip indices, one per screen corner, in the
+            same order as the strip walk defined by ``EDGE_ORDER`` for the
+            given *(start_position, layout)* pair.  Index 0 is the start
+            corner, index 1 is the second corner reached while walking,
+            etc.  Indices may wrap around (i.e. the last segment may
+            straddle the physical end of the strip).
+        offset: Physical LED offset stored directly on the config (0 = none).
+
+    Returns:
+        ``CalibrationConfig`` in simple mode with per-edge counts filled in.
+
+    Raises:
+        ValueError: If *start_position*, *layout*, or the number of
+            corner indices is invalid.
+    """
+    key = (start_position, layout)
+    if key not in EDGE_ORDER:
+        raise ValueError(
+            f"Invalid start_position/layout combination: {start_position!r}/{layout!r}"
+        )
+    if len(corner_indices) != 4:
+        raise ValueError(f"corner_indices must have exactly 4 entries, got {len(corner_indices)}")
+    if led_count <= 0:
+        raise ValueError(f"led_count must be positive, got {led_count}")
+
+    edge_order = EDGE_ORDER[key]  # 4 edges in strip-walk order
+
+    # Compute per-edge LED counts from consecutive corner indices.
+    # The i-th edge spans from corner_indices[i] to corner_indices[(i+1) % 4],
+    # wrapping around led_count if necessary.
+    edge_counts: dict[str, int] = {}
+    for i, edge in enumerate(edge_order):
+        start_idx = corner_indices[i] % led_count
+        end_idx = corner_indices[(i + 1) % 4] % led_count
+        if end_idx > start_idx:
+            count = end_idx - start_idx
+        elif end_idx == start_idx:
+            # Adjacent taps on the same index → 0-LED edge
+            count = 0
+        else:
+            # Wrap-around: strip crosses the physical end
+            count = (led_count - start_idx) + end_idx
+        edge_counts[edge] = count
+
+    cfg = CalibrationConfig(
+        mode="simple",
+        layout=layout,
+        start_position=start_position,
+        leds_top=edge_counts.get("top", 0),
+        leds_right=edge_counts.get("right", 0),
+        leds_bottom=edge_counts.get("bottom", 0),
+        leds_left=edge_counts.get("left", 0),
+        offset=offset,
+    )
+
+    logger.info(
+        "solve_calibration: start=%s layout=%s corner_indices=%s "
+        "-> top=%d right=%d bottom=%d left=%d offset=%d",
+        start_position,
+        layout,
+        corner_indices,
+        cfg.leds_top,
+        cfg.leds_right,
+        cfg.leds_bottom,
+        cfg.leds_left,
+        offset,
+    )
+    return cfg
+
+
 def create_default_calibration(
     led_count: int,
     aspect_width: int = 16,
@@ -799,6 +903,10 @@ def calibration_from_dict(data: dict) -> CalibrationConfig:
             skip_leds_start=data.get("skip_leds_start", 0),
             skip_leds_end=data.get("skip_leds_end", 0),
             border_width=data.get("border_width", 10),
+            roi_x=data.get("roi_x", 0.0),
+            roi_y=data.get("roi_y", 0.0),
+            roi_width=data.get("roi_width", 1.0),
+            roi_height=data.get("roi_height", 1.0),
         )
 
         config.validate()
@@ -870,4 +978,10 @@ def calibration_to_dict(config: CalibrationConfig) -> dict:
         result["skip_leds_end"] = config.skip_leds_end
     if config.border_width != 10:
         result["border_width"] = config.border_width
+    # Include ROI only when it is not the full frame
+    if config.has_roi:
+        result["roi_x"] = config.roi_x
+        result["roi_y"] = config.roi_y
+        result["roi_width"] = config.roi_width
+        result["roi_height"] = config.roi_height
     return result

server/src/ledgrab/core/capture/calibration_session.py

@@ -0,0 +1,410 @@
+"""Calibration session lifecycle and per-LED chase driver.
+
+Provides two things:
+1. ``set_calibration_pixel`` — direct per-index LED write for the chase
+   (added beside ``set_test_mode`` on ``ProcessorManager`` via the mixin, but
+   kept here to avoid growing device_test_mode.py further).
+2. ``CalibrationSession`` — single-active-session guard with idle timeout and
+   guaranteed stop/restore contract.
+
+Stop / restore contract (required by Phase 3 UI)
+-------------------------------------------------
+- ``start(device_id)``:
+    * If a target is currently processing on *device_id*, stop it and record
+      its ``target_id`` as ``_prior_target_id``.
+    * Send the device to black (chase start state).
+    * Record session as active with a fresh ``last_activity`` timestamp.
+    * Only one active session is allowed at a time; starting a new one on any
+      device while another is active calls ``stop()`` on the old one first.
+- ``position(index, window)``:
+    * Validates ``index < led_count``; raises ``ValueError`` on out-of-range.
+    * Sends a chase pixel (bright white centre ±window dim neighbours).
+    * Updates ``last_activity``.
+- ``stop()`` / ``cancel()``:
+    * Sends all-black to clear the device.
+    * If ``_prior_target_id`` was recorded, calls ``start_processing`` to
+      restart it.
+    * Clears the session state.
+    * NEVER leaves the device dark or stuck in chase.
+- Idle timeout (``IDLE_TIMEOUT_SECONDS``, default 60 s):
+    * A background asyncio task checks ``last_activity``; if the session has
+      been idle longer than the timeout, ``stop()`` is called automatically.
+    * The timeout task is cancelled when ``stop()`` is called explicitly.
+
+Notes
+-----
+- ``set_calibration_pixel`` reuses ``_get_idle_client`` /
+  ``_send_pixels_to_device`` from ``DeviceTestModeMixin``; no new connection
+  management is needed.
+- The session holds a reference to the ``ProcessorManager`` so it can call
+  ``stop_processing`` / ``start_processing``.
+- Thread-safety: all public methods are ``async``; the idle-timeout callback
+  schedules itself on the running event loop via ``asyncio.ensure_future``.
+"""
+
+import asyncio
+from datetime import datetime, timezone
+from typing import TYPE_CHECKING
+
+from ledgrab.utils import get_logger
+
+if TYPE_CHECKING:
+    from ledgrab.core.processing.processor_manager import ProcessorManager
+
+logger = get_logger(__name__)
+
+# ── Constants ────────────────────────────────────────────────────────────────
+
+IDLE_TIMEOUT_SECONDS: int = 60
+"""Auto-stop a calibration session after this many seconds of inactivity."""
+
+_CHASE_CENTER_COLOR: tuple[int, int, int] = (255, 255, 255)
+"""Bright white for the chase centre pixel."""
+
+_CHASE_WING_COLOR: tuple[int, int, int] = (60, 60, 60)
+"""Dim grey for ±window neighbour pixels."""
+
+
+# ── Mixin: per-index chase driver ────────────────────────────────────────────
+
+
+class CalibrationChaseMixin:
+    """Adds ``set_calibration_pixel`` to ``ProcessorManager``.
+
+    Requires the same host-class attributes as ``DeviceTestModeMixin``:
+    ``_devices``, ``_processors``, ``_idle_clients``.
+    Inherits ``_send_pixels_to_device`` and ``_get_idle_client`` from
+    ``DeviceTestModeMixin`` (both already on ``ProcessorManager``).
+    """
+
+    async def set_calibration_pixel(
+        self,
+        device_id: str,
+        index: int,
+        color: tuple[int, int, int] = _CHASE_CENTER_COLOR,
+        window: int = 1,
+    ) -> None:
+        """Light a single LED index (plus optional ±window neighbours) on a device.
+
+        Sends a full pixel array to avoid partial-frame artefacts.  The centre
+        LED is set to *color*; the ``window`` neighbours on each side are set to
+        ``_CHASE_WING_COLOR`` (dim grey) so the user can see which direction the
+        strip is wound.
+
+        Args:
+            device_id: Target device ID (must be registered).
+            index: LED index to light (0-based).  Must be < ``led_count``.
+            color: RGB tuple for the centre LED (default bright white).
+            window: Number of neighbouring LEDs to dim on each side (default 1).
+
+        Raises:
+            ValueError: If *device_id* is not registered or *index* is out of
+                range.
+        """
+        if device_id not in self._devices:
+            raise ValueError(f"Device {device_id!r} not found")
+        ds = self._devices[device_id]
+        led_count = ds.led_count
+        if led_count <= 0:
+            raise ValueError(f"Device {device_id!r} has led_count={led_count}")
+        if not (0 <= index < led_count):
+            raise ValueError(
+                f"index {index} out of range for device {device_id!r} " f"(led_count={led_count})"
+            )
+
+        pixels: list[tuple[int, int, int]] = [(0, 0, 0)] * led_count
+        pixels[index] = color
+        for offset in range(1, window + 1):
+            left = (index - offset) % led_count
+            right = (index + offset) % led_count
+            pixels[left] = _CHASE_WING_COLOR
+            pixels[right] = _CHASE_WING_COLOR
+        # Re-assign center last so on tiny strips (window >= led_count) the
+        # center LED always shows the full color rather than a wrapped wing.
+        pixels[index] = color
+
+        await self._send_pixels_to_device(device_id, pixels)
+
+        logger.debug(
+            "set_calibration_pixel: device=%s index=%d window=%d",
+            device_id,
+            index,
+            window,
+        )
+
+
+# ── Session lifecycle ─────────────────────────────────────────────────────────
+
+
+class CalibrationSession:
+    """Single-active calibration session with idle-timeout and stop/restore.
+
+    One instance is shared per application (singleton held by the API layer).
+    Only one session can be active at a time; starting a new session
+    automatically terminates the previous one.
+
+    All public methods that mutate session state acquire ``_lock`` so that
+    concurrent ``POST /session`` calls (or a ``stop`` racing with the idle
+    watchdog) cannot interleave and leave ``_prior_target_id`` stale.  The
+    watchdog calls the internal ``_teardown_locked`` helper which must only be
+    invoked when the lock is already held; if the lock is already taken the
+    watchdog simply exits, letting the holder finish teardown.
+    """
+
+    def __init__(self) -> None:
+        self._manager: "ProcessorManager | None" = None
+        self._device_id: str | None = None
+        self._led_count: int = 0
+        self._prior_target_id: str | None = None
+        self._last_activity: datetime | None = None
+        self._timeout_task: asyncio.Task | None = None
+        self._active: bool = False
+        self._lock: asyncio.Lock = asyncio.Lock()
+
+    # ── Public API ───────────────────────────────────────────────────────────
+
+    @property
+    def is_active(self) -> bool:
+        return self._active
+
+    @property
+    def device_id(self) -> str | None:
+        return self._device_id
+
+    @property
+    def led_count(self) -> int:
+        return self._led_count
+
+    @property
+    def last_activity(self) -> datetime | None:
+        return self._last_activity
+
+    async def start(self, device_id: str, manager: "ProcessorManager") -> None:
+        """Begin a calibration session on *device_id*.
+
+        If a session is already active (even on a different device), it is
+        stopped first.  If a target is currently processing on *device_id*, it
+        is stopped and remembered so it can be restored when this session ends.
+
+        Args:
+            device_id: The device to drive during calibration.
+            manager: Live ``ProcessorManager`` instance.
+
+        Raises:
+            ValueError: If *device_id* is not registered.
+        """
+        async with self._lock:
+            # Validate device before touching any state or awaiting
+            if device_id not in manager._devices:
+                raise ValueError(f"Device {device_id!r} not found")
+
+            ds = manager._devices[device_id]
+            led_count = ds.led_count
+
+            # Capture the prior running target NOW — before any await — so the
+            # value cannot be mutated by a concurrent call that sneaks in after
+            # the lock is released between awaits.
+            prior_target_id = manager.get_processing_target_for_device(device_id)
+
+            # Terminate any existing session while we still hold the lock.
+            # Call _teardown_locked directly (we already hold the lock).
+            if self._active:
+                logger.info(
+                    "CalibrationSession.start: stopping existing session on device=%s "
+                    "to start new one on device=%s",
+                    self._device_id,
+                    device_id,
+                )
+                await self._teardown_locked(cancelled=False)
+
+            # Stop any running target on this device and remember it for restore
+            if prior_target_id is not None:
+                logger.info(
+                    "CalibrationSession.start: stopping target %s on device %s for calibration",
+                    prior_target_id,
+                    device_id,
+                )
+                await manager.stop_processing(prior_target_id)
+
+            self._manager = manager
+            self._device_id = device_id
+            self._led_count = led_count
+            self._prior_target_id = prior_target_id
+            self._last_activity = datetime.now(timezone.utc)
+            self._active = True
+
+            # Clear the device to black so the chase starts from a clean state
+            await manager.send_clear_pixels(device_id)
+
+            # Start idle-timeout watchdog
+            self._timeout_task = asyncio.ensure_future(self._idle_watchdog())
+
+            logger.info(
+                "CalibrationSession.start: session started on device=%s led_count=%d "
+                "prior_target=%s",
+                device_id,
+                led_count,
+                prior_target_id,
+            )
+
+    async def position(self, index: int, window: int = 1) -> None:
+        """Drive the chase pixel to *index* on the active device.
+
+        Args:
+            index: LED index to illuminate (0-based, must be < led_count).
+            window: Number of dim neighbours on each side (default 1).
+
+        Raises:
+            RuntimeError: If no session is active.
+            ValueError: If *index* is out of range.
+        """
+        async with self._lock:
+            if not self._active or self._manager is None or self._device_id is None:
+                raise RuntimeError("No active calibration session")
+            if not (0 <= index < self._led_count):
+                raise ValueError(f"index {index} out of range (led_count={self._led_count})")
+
+            self._last_activity = datetime.now(timezone.utc)
+            await self._manager.set_calibration_pixel(self._device_id, index, window=window)
+
+            logger.debug(
+                "CalibrationSession.position: device=%s index=%d window=%d",
+                self._device_id,
+                index,
+                window,
+            )
+
+    async def stop(self) -> None:
+        """End the session: clear the device and restore the prior target.
+
+        Safe to call even if no session is active (no-op).
+        """
+        async with self._lock:
+            await self._teardown_locked(cancelled=False)
+
+    async def cancel(self) -> None:
+        """Alias for ``stop()`` — ends the session without applying calibration."""
+        async with self._lock:
+            await self._teardown_locked(cancelled=True)
+
+    def get_state(self) -> dict:
+        """Return a snapshot of the current session state for API responses."""
+        return {
+            "active": self._active,
+            "device_id": self._device_id,
+            "led_count": self._led_count,
+            "prior_target_id": self._prior_target_id,
+            "last_activity": (self._last_activity.isoformat() if self._last_activity else None),
+        }
+
+    # ── Internal ─────────────────────────────────────────────────────────────
+
+    async def _teardown_locked(self, cancelled: bool) -> None:
+        """Clear the device, restore the prior target, and reset state.
+
+        MUST be called with ``self._lock`` already held by the caller.
+        Safe to call when already inactive (no-op).
+        """
+        if not self._active:
+            return
+
+        device_id = self._device_id
+        manager = self._manager
+        prior_target_id = self._prior_target_id
+
+        # Cancel the idle watchdog — but only if we are NOT running inside it.
+        # Awaiting the current task would deadlock.
+        if (
+            self._timeout_task is not None
+            and self._timeout_task is not asyncio.current_task()
+            and not self._timeout_task.done()
+        ):
+            self._timeout_task.cancel()
+            try:
+                await self._timeout_task
+            except asyncio.CancelledError:
+                pass
+        self._timeout_task = None
+
+        # Reset state before side-effects so re-entrant calls are no-ops
+        self._active = False
+        self._device_id = None
+        self._led_count = 0
+        self._prior_target_id = None
+        self._last_activity = None
+        self._manager = None
+
+        if manager is None or device_id is None:
+            return
+
+        # 1. Clear the device to black
+        try:
+            await manager.send_clear_pixels(device_id)
+        except Exception as exc:
+            logger.warning(
+                "CalibrationSession._teardown: failed to clear pixels on %s: %s",
+                device_id,
+                exc,
+            )
+
+        # 2. Restore the prior target (if any)
+        if prior_target_id is not None:
+            try:
+                await manager.start_processing(prior_target_id)
+                logger.info(
+                    "CalibrationSession._teardown: restored target %s on device %s",
+                    prior_target_id,
+                    device_id,
+                )
+            except Exception as exc:
+                logger.error(
+                    "CalibrationSession._teardown: failed to restore target %s on " "device %s: %s",
+                    prior_target_id,
+                    device_id,
+                    exc,
+                )
+
+        action = "cancel" if cancelled else "stop"
+        logger.info(
+            "CalibrationSession.%s: session ended on device=%s prior_target=%s",
+            action,
+            device_id,
+            prior_target_id,
+        )
+
+    async def _idle_watchdog(self) -> None:
+        """Background task: auto-stop the session after IDLE_TIMEOUT_SECONDS.
+
+        Tries to acquire ``_lock`` when the timeout fires.  If the lock is
+        already held (e.g. a concurrent ``stop()`` is in progress) the
+        ``acquire`` will wait; once it gets the lock, ``_teardown_locked``
+        is a no-op if the session was already ended by the other caller.
+        """
+        try:
+            while True:
+                await asyncio.sleep(5)
+                if not self._active or self._last_activity is None:
+                    break
+                elapsed = (datetime.now(timezone.utc) - self._last_activity).total_seconds()
+                if elapsed >= IDLE_TIMEOUT_SECONDS:
+                    logger.warning(
+                        "CalibrationSession._idle_watchdog: session on device=%s "
+                        "idle for %.0fs — auto-stopping",
+                        self._device_id,
+                        elapsed,
+                    )
+                    async with self._lock:
+                        await self._teardown_locked(cancelled=False)
+                    break
+        except asyncio.CancelledError:
+            pass
+
+
+# ── Module-level singleton ────────────────────────────────────────────────────
+
+_session: CalibrationSession = CalibrationSession()
+
+
+def get_calibration_session() -> CalibrationSession:
+    """Return the module-level singleton ``CalibrationSession``."""
+    return _session

server/src/ledgrab/core/capture/screen_capture.py

@@ -159,6 +159,37 @@ def capture_display(display_index: int = 0) -> ScreenCapture:
         raise RuntimeError(f"Screen capture failed: {e}")
 
 
+def crop_screen_capture(
+    sc: ScreenCapture,
+    roi_x: float,
+    roi_y: float,
+    roi_width: float,
+    roi_height: float,
+) -> ScreenCapture:
+    """Crop a capture to a relative region-of-interest rectangle (fractions 0..1).
+
+    Sampling only a sub-rectangle of the frame lets a user exclude HUDs, task
+    bars, or letterboxing so they don't pollute the border colours. Returns the
+    original capture unchanged for a full-frame ROI (fast path). The cropped
+    image is a numpy view (no copy); out-of-range/degenerate ROIs are clamped so
+    at least a 1x1 region remains.
+    """
+    if roi_x <= 0.0 and roi_y <= 0.0 and roi_width >= 1.0 and roi_height >= 1.0:
+        return sc
+    h, w = sc.image.shape[:2]
+    x0 = max(0, min(w - 1, int(round(roi_x * w))))
+    y0 = max(0, min(h - 1, int(round(roi_y * h))))
+    x1 = max(x0 + 1, min(w, int(round((roi_x + roi_width) * w))))
+    y1 = max(y0 + 1, min(h, int(round((roi_y + roi_height) * h))))
+    cropped = sc.image[y0:y1, x0:x1]
+    return ScreenCapture(
+        image=cropped,
+        width=x1 - x0,
+        height=y1 - y0,
+        display_index=sc.display_index,
+    )
+
+
 def extract_border_pixels(screen_capture: ScreenCapture, border_width: int = 10) -> BorderPixels:
     """Extract border pixels from screen capture.
 

server/src/ledgrab/core/capture_engines/__init__.py

@@ -86,6 +86,18 @@ try:
 except ImportError:
     _has_mediaprojection = False
 
+# ── Android camera/webcam (Camera2 via Chaquopy bridge) ─────────────
+
+try:
+    from ledgrab.core.capture_engines.android_camera_engine import (
+        AndroidCameraEngine,
+        AndroidCameraCaptureStream,
+    )
+
+    _has_android_camera = True
+except ImportError:
+    _has_android_camera = False
+
 # ── Android root screenrecord (rooted Magisk devices) ───────────────
 
 try:
@@ -120,6 +132,8 @@ if _has_camera:
     EngineRegistry.register(CameraEngine)
 if _has_mediaprojection:
     EngineRegistry.register(MediaProjectionEngine)
+if _has_android_camera:
+    EngineRegistry.register(AndroidCameraEngine)
 if _has_root_screenrecord:
     EngineRegistry.register(RootScreenrecordEngine)
 EngineRegistry.register(DemoCaptureEngine)
@@ -152,5 +166,7 @@ if _has_camera:
     __all__ += ["CameraEngine", "CameraCaptureStream"]
 if _has_mediaprojection:
     __all__ += ["MediaProjectionEngine", "MediaProjectionCaptureStream"]
+if _has_android_camera:
+    __all__ += ["AndroidCameraEngine", "AndroidCameraCaptureStream"]
 if _has_root_screenrecord:
     __all__ += ["RootScreenrecordEngine", "RootScreenrecordCaptureStream"]

server/src/ledgrab/core/capture_engines/android_camera_engine.py

@@ -0,0 +1,430 @@
+"""Android camera (webcam) capture engine.
+
+Receives camera frames pushed from Kotlin (via Chaquopy) through a
+module-level frame queue.  The Kotlin :class:`CameraBridge` opens a
+camera with the Camera2 API, converts each frame to RGB, and calls
+:func:`push_frame` with raw RGB bytes.
+
+The physical camera is opened **on demand** — only while a capture
+stream is active.  :meth:`AndroidCameraCaptureStream.initialize` calls
+:func:`start_camera` (which signals the Kotlin bridge to open the
+camera) and :meth:`cleanup` calls :func:`stop_camera`.  This keeps the
+camera-in-use indicator and battery cost limited to actual use, unlike
+the always-on screen/audio capture.
+
+Mirrors the screen-capture bridge
+(``core/capture_engines/mediaprojection_engine.py``): a module-level
+queue plus push/last-frame fallback/drop-oldest, consumed through the
+standard :class:`CaptureEngine` / :class:`CaptureStream` interface so
+the live-stream and processing pipelines work unchanged.  Cameras are
+exposed as selectable "displays" exactly like the desktop OpenCV
+:class:`CameraEngine`.
+
+This engine is only available when running inside the LedGrab Android
+app (``is_android()``) with at least one camera the Kotlin bridge can
+enumerate.  All Java interop is lazy + guarded so this module imports
+cleanly on desktop CI.
+"""
+
+import json
+import queue
+import threading
+import time
+from typing import Any, Dict, List, Optional
+
+import numpy as np
+
+from ledgrab.core.capture_engines.base import (
+    CaptureEngine,
+    CaptureStream,
+    DisplayInfo,
+    ScreenCapture,
+)
+from ledgrab.utils import get_logger
+from ledgrab.utils.platform import is_android
+
+logger = get_logger(__name__)
+
+# ---------------------------------------------------------------------------
+# Frame queue — the bridge between Kotlin and Python
+# ---------------------------------------------------------------------------
+
+_frame_queue: "queue.Queue[ScreenCapture]" = queue.Queue(maxsize=2)
+_active = False
+_active_index = 0
+_frames_received = 0
+
+# Single-camera ownership. The Kotlin bridge supports exactly one open camera
+# at a time (it closes any prior camera on a new open), and all streams share
+# the one module-level frame queue. So the engine serializes ownership the way
+# the desktop CameraEngine does with its _camera_lock/_active_cv2_indices: the
+# first stream to initialize() owns the camera; a second stream on the SAME
+# camera attaches (ref-counted); a second stream on a DIFFERENT camera is
+# refused. Only the last owner to clean up actually stops the camera. Without
+# this, two concurrent android_camera sources on different displays would make
+# the second open silently steal the first's frames, and either stream's
+# cleanup would drain the shared queue out from under the other.
+_state_lock = threading.Lock()
+_owner_index: int | None = None  # display_index that currently owns the camera
+_owner_refs = 0  # number of streams attached to the active camera
+# Camera2 delivers frames continuously, but cache the last one so a
+# brief consumer stall still has something to read (mirrors
+# mediaprojection_engine's _last_frame).
+_last_frame: Optional["ScreenCapture"] = None
+
+# Enumeration cache.  is_available() is polled by the engine registry,
+# so the (cheap but non-free) Camera2 enumeration is cached briefly —
+# matching the desktop CameraEngine's 30 s TTL.
+_cam_cache: List[Dict[str, Any]] | None = None
+_cam_cache_time: float = 0.0
+_CAM_CACHE_TTL = 30.0  # seconds
+
+# Resolution presets shown in the UI.  Identical to the desktop
+# CameraEngine set so the data-driven capture-template config UI
+# (keyed by the "resolution" field name) renders the same dropdown.
+# "auto" lets the Kotlin bridge pick a balanced output size.
+_RESOLUTION_CHOICES: List[str] = [
+    "auto",
+    "640x480",
+    "1280x720",
+    "1920x1080",
+    "2560x1440",
+    "3840x2160",
+]
+
+
+def _parse_resolution(value: Any) -> tuple[int, int] | None:
+    """Parse a 'WxH' string into (width, height). None for 'auto'/invalid."""
+    if not isinstance(value, str):
+        return None
+    s = value.strip().lower()
+    if s in ("", "auto"):
+        return None
+    parts = s.replace("×", "x").split("x")
+    if len(parts) != 2:
+        return None
+    try:
+        w, h = int(parts[0]), int(parts[1])
+    except ValueError:
+        return None
+    if w <= 0 or h <= 0:
+        return None
+    return w, h
+
+
+# ---------------------------------------------------------------------------
+# Kotlin CameraBridge interop — lazy + guarded (never at import time)
+# ---------------------------------------------------------------------------
+
+
+def _camera_bridge():
+    """Return the Kotlin ``CameraBridge`` singleton, or None off-Android.
+
+    The ``from java import jclass`` import only resolves inside the
+    Chaquopy runtime, so it must never run at module import time (this
+    module is imported on desktop CI too).  Mirrors
+    ``core/devices/android_ble_transport.py``.
+    """
+    if not is_android():
+        return None
+    try:
+        from java import jclass  # type: ignore[import-not-found]
+    except ImportError as exc:
+        logger.debug("Chaquopy java interop not available: %s", exc)
+        return None
+    try:
+        return jclass("com.ledgrab.android.CameraBridge").INSTANCE
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.debug("CameraBridge singleton unavailable: %s", exc)
+        return None
+
+
+def list_cameras() -> List[Dict[str, Any]]:
+    """Enumerate cameras via the Kotlin bridge.
+
+    Returns a list of ``{"index": int, "name": str, "facing": str}``
+    dicts in stable enumeration order, or ``[]`` off-Android / on error
+    / when the device has no cameras or CAMERA enumeration fails.
+    Monkeypatched in tests to inject a fake list without Android.
+    """
+    bridge = _camera_bridge()
+    if bridge is None:
+        return []
+    try:
+        raw = bridge.listCameras()  # JSON array string
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.warning("CameraBridge.listCameras failed: %s", exc)
+        return []
+    try:
+        parsed = json.loads(str(raw))
+    except (ValueError, TypeError) as exc:  # pragma: no cover
+        logger.warning("CameraBridge.listCameras returned invalid JSON: %s", exc)
+        return []
+    cameras: List[Dict[str, Any]] = []
+    for i, entry in enumerate(parsed if isinstance(parsed, list) else []):
+        if not isinstance(entry, dict):
+            continue
+        cameras.append(
+            {
+                "index": int(entry.get("index", i)),
+                "name": str(entry.get("name") or f"Camera {i}"),
+                "facing": str(entry.get("facing") or "unknown"),
+            }
+        )
+    return cameras
+
+
+def _enumerate_cameras() -> List[Dict[str, Any]]:
+    """Cached camera enumeration (TTL ``_CAM_CACHE_TTL``)."""
+    global _cam_cache, _cam_cache_time
+    now = time.monotonic()
+    if _cam_cache is not None and (now - _cam_cache_time) < _CAM_CACHE_TTL:
+        return _cam_cache
+    _cam_cache = list_cameras()
+    _cam_cache_time = now
+    return _cam_cache
+
+
+def start_camera(index: int, width: int, height: int) -> bool:
+    """Signal the Kotlin bridge to open camera ``index`` (on demand).
+
+    ``width``/``height`` are the requested capture size (0 => let the
+    bridge pick a balanced default).  Returns True if the camera began
+    streaming.  False off-Android, when the bridge is unavailable, or
+    when the open failed (e.g. CAMERA permission denied, camera in use).
+    Monkeypatched in tests.
+    """
+    bridge = _camera_bridge()
+    if bridge is None:
+        return False
+    try:
+        return bool(bridge.startCamera(index, width, height))
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.warning("CameraBridge.startCamera(%d) failed: %s", index, exc)
+        return False
+
+
+def stop_camera(index: int) -> None:
+    """Signal the Kotlin bridge to close the active camera.  No-op off-Android."""
+    bridge = _camera_bridge()
+    if bridge is None:
+        return
+    try:
+        bridge.stopCamera()
+    except Exception as exc:  # pragma: no cover - Android-only path
+        logger.debug("CameraBridge.stopCamera failed: %s", exc)
+
+
+def push_frame(rgb_bytes: bytes, width: int, height: int) -> None:
+    """Push one RGB frame from Kotlin into the capture pipeline.
+
+    Called from ``CameraBridge`` on its capture thread.  The byte buffer
+    is interpreted as tightly-packed RGB (``width * height * 3`` bytes,
+    3 bytes/pixel — NOT RGBA).  The buffer is copied out so Kotlin may
+    reuse its backing array; the oldest queued frame is dropped if the
+    consumer is slow.
+    """
+    global _frames_received, _last_frame
+    expected = width * height * 3
+    if expected <= 0:
+        return
+    arr = np.frombuffer(rgb_bytes, dtype=np.uint8)
+    if arr.size < expected:
+        # Short/malformed buffer — drop rather than reshape-crash.
+        return
+
+    # Copy out of the read-only frombuffer view (and off any reusable
+    # Kotlin buffer) so the queued frame owns its memory.  Mirrors
+    # mediaprojection_engine.push_frame's .copy().
+    rgb = arr[:expected].reshape((height, width, 3)).copy()
+
+    frame = ScreenCapture(
+        image=rgb,
+        width=width,
+        height=height,
+        display_index=_active_index,
+    )
+    _last_frame = frame
+
+    _frames_received += 1
+    if _frames_received == 1 or _frames_received % 100 == 0:
+        logger.info("Android camera: received %d frames", _frames_received)
+
+    # Drop oldest frame if queue is full (non-blocking).
+    try:
+        _frame_queue.put_nowait(frame)
+    except queue.Full:
+        try:
+            _frame_queue.get_nowait()
+        except queue.Empty:
+            pass
+        try:
+            _frame_queue.put_nowait(frame)
+        except queue.Full:
+            pass
+
+
+def shutdown() -> None:
+    """Deactivate the engine.  Called when the Android app stops."""
+    global _active
+    _active = False
+    logger.info("Android camera engine shut down")
+
+
+def _drain_queue() -> None:
+    """Discard any queued frames (stale frames from a prior session)."""
+    global _last_frame
+    while not _frame_queue.empty():
+        try:
+            _frame_queue.get_nowait()
+        except queue.Empty:
+            break
+    _last_frame = None
+
+
+# ---------------------------------------------------------------------------
+# CaptureStream
+# ---------------------------------------------------------------------------
+
+
+class AndroidCameraCaptureStream(CaptureStream):
+    """Reads camera frames pushed by Kotlin from the module-level queue.
+
+    Opening the physical camera is on demand: :meth:`initialize` asks
+    the Kotlin bridge to open the camera bound to ``display_index`` and
+    :meth:`cleanup` asks it to close.
+    """
+
+    def initialize(self) -> None:
+        if self._initialized:
+            return
+        if not is_android():
+            raise RuntimeError(
+                "Android camera engine not available. "
+                "This engine is only usable inside the Android app."
+            )
+
+        parsed = _parse_resolution(self.config.get("resolution", "auto"))
+        target_w, target_h = parsed if parsed is not None else (0, 0)
+
+        global _active, _active_index, _owner_index, _owner_refs
+        with _state_lock:
+            if _owner_index is not None and _owner_index != self.display_index:
+                # Another camera is already streaming — the bridge can only
+                # drive one at a time, so refuse rather than silently stealing
+                # the active camera's frames (mirrors the desktop CameraEngine's
+                # "already in use by another stream").
+                raise RuntimeError(
+                    f"Android camera {_owner_index} is already in use by another "
+                    f"capture; only one camera can stream at a time"
+                )
+            if _owner_index == self.display_index:
+                # Same camera already open — attach to it (ref-counted).
+                _owner_refs += 1
+                self._initialized = True
+                logger.info(
+                    "Android camera capture stream attached (camera=%d, refs=%d)",
+                    self.display_index,
+                    _owner_refs,
+                )
+                return
+
+            # No camera open — open this one. Drain stale frames first so the
+            # first captured frame is actually current.
+            _drain_queue()
+            if not start_camera(self.display_index, target_w, target_h):
+                raise RuntimeError(
+                    f"Failed to open Android camera {self.display_index} "
+                    f"(CAMERA permission denied, camera in use, or unavailable)"
+                )
+            _owner_index = self.display_index
+            _owner_refs = 1
+            _active = True
+            _active_index = self.display_index
+            self._initialized = True
+            logger.info("Android camera capture stream initialized (camera=%d)", self.display_index)
+
+    def capture_frame(self) -> ScreenCapture | None:
+        if not self._initialized:
+            self.initialize()
+        # Prefer a fresh frame; fall back to the last one on a brief stall.
+        try:
+            return _frame_queue.get(timeout=0.1)
+        except queue.Empty:
+            return _last_frame
+
+    def cleanup(self) -> None:
+        if self._initialized:
+            global _active, _owner_index, _owner_refs
+            with _state_lock:
+                _owner_refs -= 1
+                if _owner_refs <= 0:
+                    # Last owner released — actually stop the camera.
+                    stop_camera(self.display_index)
+                    _owner_index = None
+                    _owner_refs = 0
+                    _active = False
+                    _drain_queue()
+            self._initialized = False
+            logger.info("Android camera capture stream cleaned up (camera=%d)", self.display_index)
+        else:
+            self._initialized = False
+
+
+# ---------------------------------------------------------------------------
+# CaptureEngine
+# ---------------------------------------------------------------------------
+
+
+class AndroidCameraEngine(CaptureEngine):
+    """Android camera/webcam capture engine (Camera2 via Kotlin bridge).
+
+    Only available inside the LedGrab Android app with at least one
+    enumerable camera.  Each camera is exposed as a selectable
+    "display", mirroring the desktop OpenCV :class:`CameraEngine`.
+    Selected explicitly via ``engine_type="android_camera"`` in a
+    capture template — never auto-selected (priority 0, below
+    MediaProjection's 100).
+    """
+
+    ENGINE_TYPE = "android_camera"
+    ENGINE_PRIORITY = 0  # never auto-selected over MediaProjection (100); explicit only
+    HAS_OWN_DISPLAYS = True
+
+    @classmethod
+    def is_available(cls) -> bool:
+        return is_android() and len(_enumerate_cameras()) > 0
+
+    @classmethod
+    def get_default_config(cls) -> Dict[str, Any]:
+        return {"resolution": "auto"}
+
+    @classmethod
+    def get_config_choices(cls) -> Dict[str, List[str]]:
+        return {"resolution": list(_RESOLUTION_CHOICES)}
+
+    @classmethod
+    def get_available_displays(cls) -> List[DisplayInfo]:
+        displays: List[DisplayInfo] = []
+        for cam in _enumerate_cameras():
+            idx = cam["index"]
+            displays.append(
+                DisplayInfo(
+                    index=idx,
+                    name=cam["name"],
+                    width=0,
+                    height=0,
+                    x=idx * 500,
+                    y=0,
+                    is_primary=(idx == 0),
+                    refresh_rate=30,
+                )
+            )
+        return displays
+
+    @classmethod
+    def create_stream(
+        cls, display_index: int, config: Dict[str, Any]
+    ) -> AndroidCameraCaptureStream:
+        merged = {**cls.get_default_config(), **config}
+        return AndroidCameraCaptureStream(display_index, merged)

server/src/ledgrab/core/demo_seed.py

@@ -40,6 +40,11 @@ _AS_IDS = {
     "system": "as_demo0001",
 }
 
+_VS_IDS = {
+    "level": "vs_demo0001",
+    "boost": "vs_demo0002",
+}
+
 _TPL_ID = "tpl_demo0001"
 
 _SCENE_ID = "scene_demo0001"
@@ -86,6 +91,7 @@ def seed_demo_data(db: Database) -> None:
     _insert_entities(db, "picture_sources", _build_picture_sources())
     _insert_entities(db, "color_strip_sources", _build_color_strip_sources())
     _insert_entities(db, "audio_sources", _build_audio_sources())
+    _insert_entities(db, "value_sources", _build_value_sources())
     _insert_entities(db, "scene_presets", _build_scene_presets())
 
     logger.info("Demo seed data complete")
@@ -334,6 +340,40 @@ def _build_audio_sources() -> dict:
     }
 
 
+# ── Value Sources ──────────────────────────────────────────────────
+
+
+def _build_value_sources() -> dict:
+    """A static float source plus a template combinator that references it,
+    so demo mode showcases the Jinja template value source out of the box."""
+    return {
+        _VS_IDS["level"]: {
+            "id": _VS_IDS["level"],
+            "name": "Base Level",
+            "source_type": "static",
+            "description": "A constant brightness level (demo input for the template below)",
+            "tags": ["demo"],
+            "value": 0.5,
+            "created_at": _NOW,
+            "updated_at": _NOW,
+        },
+        _VS_IDS["boost"]: {
+            "id": _VS_IDS["boost"],
+            "name": "Boosted Level (template)",
+            "source_type": "template",
+            "return_type": "float",
+            "description": "Jinja combinator: clamps 1.5x the Base Level into [0,1]",
+            "tags": ["demo"],
+            "template": "clamp(level * 1.5)",
+            "inputs": [{"name": "level", "value_source_id": _VS_IDS["level"]}],
+            "default_value": 0.0,
+            "eval_interval": None,
+            "created_at": _NOW,
+            "updated_at": _NOW,
+        },
+    }
+
+
 # ── Scene Presets ──────────────────────────────────────────────────
 
 

server/src/ledgrab/core/devices/device_config.py

@@ -23,6 +23,11 @@ class BaseDeviceConfig:
 class WLEDConfig(BaseDeviceConfig):
     device_type: Literal["wled"] = "wled"
     use_ddp: bool = False
+    # WLED native realtime UDP (port 21324) — mutually exclusive with use_ddp.
+    # realtime_timeout = seconds WLED stays in realtime after the last packet
+    # before reverting to its normal effect/preset (graceful auto-revert).
+    use_realtime: bool = False
+    realtime_timeout: int = 2
 
 
 @dataclass(frozen=True)

server/src/ledgrab/core/devices/wled_client.py

@@ -86,6 +86,8 @@ class WLEDClient(LEDClient):
         retry_attempts: int = 3,
         retry_delay: int = 1,
         use_ddp: bool = False,
+        use_realtime: bool = False,
+        realtime_timeout: int = 2,
     ):
         """Initialize WLED client.
 
@@ -95,12 +97,17 @@ class WLEDClient(LEDClient):
             retry_attempts: Number of retry attempts on failure
             retry_delay: Delay between retries in seconds
             use_ddp: Force DDP protocol (auto-enabled for >500 LEDs)
+            use_realtime: Use WLED native realtime UDP (port 21324) instead of DDP
+            realtime_timeout: Seconds WLED stays in realtime after the last packet
+                before reverting to its normal effect/preset (1-255)
         """
         self.url = url.rstrip("/")
         self.timeout = timeout
         self.retry_attempts = retry_attempts
         self.retry_delay = retry_delay
         self.use_ddp = use_ddp
+        self.use_realtime = use_realtime
+        self.realtime_timeout = realtime_timeout
 
         # Extract hostname/IP from URL for DDP
         parsed = urlparse(self.url)
@@ -108,6 +115,7 @@ class WLEDClient(LEDClient):
 
         self._client: httpx.AsyncClient | None = None
         self._ddp_client: DDPClient | None = None
+        self._realtime_client = None  # WledRealtimeClient when use_realtime
         self._connected = False
         self._pre_connect_state: dict | None = None
 
@@ -127,8 +135,9 @@ class WLEDClient(LEDClient):
             # Test connection by getting device info
             info = await self.get_info()
 
-            # Auto-enable DDP for large LED counts
-            if info.led_count > self.HTTP_MAX_LEDS and not self.use_ddp:
+            # Auto-enable DDP for large LED counts (unless the user explicitly
+            # chose native realtime UDP, which handles any size via DNRGB).
+            if info.led_count > self.HTTP_MAX_LEDS and not self.use_ddp and not self.use_realtime:
                 logger.info(
                     f"Device has {info.led_count} LEDs (>{self.HTTP_MAX_LEDS}), "
                     "auto-enabling DDP protocol"
@@ -138,8 +147,30 @@ class WLEDClient(LEDClient):
             # Snapshot device state BEFORE any mutations (for auto-restore)
             self._pre_connect_state = await self.snapshot_device_state()
 
+            # Create WLED native realtime UDP client if selected
+            if self.use_realtime:
+                from ledgrab.core.devices.wled_realtime_client import WledRealtimeClient
+
+                self._realtime_client = WledRealtimeClient(
+                    self.host, rgbw=info.rgbw, timeout_secs=self.realtime_timeout
+                )
+                await self._realtime_client.connect()
+                try:
+                    await self._request(
+                        "POST",
+                        "/json/state",
+                        json_data={"on": True, "lor": 0, "AudioReactive": {"on": False}},
+                    )
+                except Exception as e:
+                    logger.warning(f"Could not configure device for realtime UDP: {e}")
+                logger.info(
+                    "WLED native realtime UDP enabled (port 21324, %ds timeout, %s)",
+                    self.realtime_timeout,
+                    "RGBW" if info.rgbw else "RGB",
+                )
+
             # Create DDP client if needed
-            if self.use_ddp:
+            elif self.use_ddp:
                 self._ddp_client = DDPClient(self.host, rgbw=False)
                 # Pass per-bus config so DDP client can apply per-bus color reordering
                 if info.buses:
@@ -191,6 +222,9 @@ class WLEDClient(LEDClient):
         if self._ddp_client:
             await self._ddp_client.close()
             self._ddp_client = None
+        if self._realtime_client:
+            await self._realtime_client.close()
+            self._realtime_client = None
         self._connected = False
         logger.debug(f"Closed connection to {self.url}")
 
@@ -201,8 +235,10 @@ class WLEDClient(LEDClient):
 
     @property
     def supports_fast_send(self) -> bool:
-        """True when DDP is active and ready for fire-and-forget sends."""
-        return self.use_ddp and self._ddp_client is not None
+        """True when DDP or native realtime UDP is active (fire-and-forget)."""
+        return (self.use_ddp and self._ddp_client is not None) or (
+            self.use_realtime and self._realtime_client is not None
+        )
 
     async def _request(
         self,
@@ -384,7 +420,10 @@ class WLEDClient(LEDClient):
                 raise ValueError(f"Invalid RGB values at index {idx}: {tuple(pixel_arr[idx])}")
         validated_pixels = pixel_arr.astype(np.uint8) if pixel_arr.dtype != np.uint8 else pixel_arr
 
-        # Use DDP protocol if enabled
+        # Native realtime UDP takes precedence, then DDP, then HTTP
+        if self.use_realtime and self._realtime_client:
+            self._realtime_client.send_pixels_numpy(validated_pixels)
+            return True
         if self.use_ddp and self._ddp_client:
             return await self._send_pixels_ddp(validated_pixels, brightness)
         else:
@@ -485,8 +524,10 @@ class WLEDClient(LEDClient):
             pixels: numpy array (N, 3) uint8 or list of (R, G, B) tuples
             brightness: Global brightness (0-255)
         """
-        if not self.use_ddp or not self._ddp_client:
-            raise RuntimeError("send_pixels_fast requires DDP; use send_pixels for HTTP")
+        if not (self.use_ddp and self._ddp_client) and not (
+            self.use_realtime and self._realtime_client
+        ):
+            raise RuntimeError("send_pixels_fast requires DDP or realtime UDP; use send_pixels")
 
         if isinstance(pixels, np.ndarray):
             pixel_array = pixels
@@ -494,7 +535,10 @@ class WLEDClient(LEDClient):
             pixel_array = np.array(pixels, dtype=np.uint8)
 
         # Note: brightness already applied by processor loop (_cached_brightness)
-        self._ddp_client.send_pixels_numpy(pixel_array)
+        if self.use_realtime and self._realtime_client:
+            self._realtime_client.send_pixels_numpy(pixel_array)
+        else:
+            self._ddp_client.send_pixels_numpy(pixel_array)
 
     # ===== LEDClient abstraction methods =====
 

server/src/ledgrab/core/devices/wled_provider.py

@@ -86,6 +86,8 @@ class WLEDDeviceProvider(LEDDeviceProvider):
         return WLEDClient(
             config.device_url,
             use_ddp=config.use_ddp,
+            use_realtime=config.use_realtime,
+            realtime_timeout=config.realtime_timeout,
         )
 
     async def check_health(self, url: str, http_client, prev_health=None) -> DeviceHealth:

server/src/ledgrab/core/devices/wled_realtime_client.py

@@ -0,0 +1,153 @@
+"""WLED native realtime UDP client (port 21324).
+
+WLED exposes a family of "realtime" UDP protocols separate from DDP. Compared to
+the DDP path this gives three user-visible wins for the device LedGrab drives
+most:
+
+* **Auto-revert** — every packet carries a *timeout* byte. If LedGrab stops
+  streaming (host hiccup, sleep, crash), WLED returns to its normal effect /
+  preset after that many seconds instead of freezing on the last frame.
+* **Correct RGBW whites** — the DRGBW variant carries an explicit white channel,
+  so RGBW strips are driven correctly instead of leaving W uncontrolled.
+* **Lighter on weak Wi-Fi** — raw RGB with a 2-byte header, no DDP framing.
+
+Unlike the DDP path, WLED applies the configured per-bus color order itself in
+realtime mode, so this sender transmits plain RGB (no manual reordering) — the
+user's WLED colour-order setting just works.
+
+Packet layout (first byte selects the protocol)::
+
+    DRGB  (2): [2][timeout]                 + R G B   per LED   (<= 490 LEDs)
+    DRGBW (3): [3][timeout]                 + R G B W per LED   (<= 367 LEDs)
+    DNRGB (4): [4][timeout][start_hi][start_lo] + R G B per LED (chunked, 489/pkt)
+
+The ``timeout`` byte is in **seconds** (1-255). DNRGB carries a 16-bit start
+index so strips larger than one packet are sent as several chunks.
+
+Ref: https://kno.wled.ge/interfaces/udp-realtime/
+"""
+
+from __future__ import annotations
+
+import asyncio
+
+import numpy as np
+
+from ledgrab.utils import get_logger
+
+logger = get_logger(__name__)
+
+REALTIME_PORT = 21324
+
+# Protocol selector (first byte).
+_DRGB = 2
+_DRGBW = 3
+_DNRGB = 4
+
+# Per-protocol LED capacity (bounded by the ~1500-byte UDP payload).
+_MAX_DRGB = 490  # 2 + 490*3 = 1472
+_MAX_DRGBW = 367  # 2 + 367*4 = 1470
+_MAX_DNRGB_CHUNK = 489  # 4 + 489*3 = 1471
+
+# Default seconds WLED stays in realtime after the last packet before reverting.
+DEFAULT_REALTIME_TIMEOUT = 2
+
+
+def _clamp_timeout(seconds: int) -> int:
+    """Clamp the realtime timeout to the on-wire 1-255 range."""
+    return max(1, min(255, int(seconds)))
+
+
+class WledRealtimeClient:
+    """Fire-and-forget UDP sender for WLED native realtime protocols."""
+
+    def __init__(
+        self,
+        host: str,
+        port: int = REALTIME_PORT,
+        rgbw: bool = False,
+        timeout_secs: int = DEFAULT_REALTIME_TIMEOUT,
+    ) -> None:
+        self.host = host
+        self.port = port
+        self.rgbw = rgbw
+        self.timeout_secs = _clamp_timeout(timeout_secs)
+        self._transport: asyncio.DatagramTransport | None = None
+        self._protocol: asyncio.DatagramProtocol | None = None
+        # Reusable RGBW scratch (resized on demand) so the hot path doesn't
+        # allocate a fresh (N, 4) array per frame.
+        self._rgbw_buf: np.ndarray | None = None
+        self._rgbw_buf_n: int = 0
+
+    async def connect(self) -> bool:
+        """Open the UDP datagram endpoint to the device."""
+        loop = asyncio.get_running_loop()
+        self._transport, self._protocol = await loop.create_datagram_endpoint(
+            asyncio.DatagramProtocol, remote_addr=(self.host, self.port)
+        )
+        logger.info(
+            "WLED realtime client connected to %s:%d (timeout %ds, %s)",
+            self.host,
+            self.port,
+            self.timeout_secs,
+            "RGBW" if self.rgbw else "RGB",
+        )
+        return True
+
+    async def close(self) -> None:
+        """Close the datagram endpoint."""
+        if self._transport is not None:
+            self._transport.close()
+            self._transport = None
+            self._protocol = None
+        logger.debug("Closed WLED realtime connection to %s:%d", self.host, self.port)
+
+    @property
+    def is_connected(self) -> bool:
+        return self._transport is not None
+
+    def _ensure_rgbw_buf(self, n: int) -> np.ndarray:
+        """Return an ``(n, 4)`` uint8 RGBW buffer with the white channel zeroed."""
+        if self._rgbw_buf is None or self._rgbw_buf_n != n:
+            self._rgbw_buf = np.zeros((n, 4), dtype=np.uint8)
+            self._rgbw_buf_n = n
+        return self._rgbw_buf
+
+    def build_packets(self, pixels: np.ndarray) -> list[bytes]:
+        """Build the realtime UDP packet(s) for one ``(N, 3)`` uint8 RGB frame.
+
+        Exposed (and pure) for unit testing the wire format. Picks DRGBW for
+        RGBW strips within range, DRGB for small RGB strips, otherwise DNRGB
+        chunks. The white channel is sent as 0 (colour comes from the RGB LEDs).
+        """
+        pixels = np.ascontiguousarray(pixels, dtype=np.uint8)
+        n = len(pixels)
+        t = self.timeout_secs
+        if n == 0:
+            return []
+
+        if self.rgbw and n <= _MAX_DRGBW:
+            buf = self._ensure_rgbw_buf(n)
+            buf[:, 0:3] = pixels
+            # white channel already zeroed and left at 0
+            return [bytes([_DRGBW, t]) + buf.tobytes()]
+
+        if n <= _MAX_DRGB and not self.rgbw:
+            return [bytes([_DRGB, t]) + pixels.tobytes()]
+
+        # DNRGB: 16-bit start index, chunked. Covers >490 RGB and >367 RGBW
+        # (the white channel is dropped for oversized RGBW strips).
+        packets: list[bytes] = []
+        for start in range(0, n, _MAX_DNRGB_CHUNK):
+            end = min(start + _MAX_DNRGB_CHUNK, n)
+            header = bytes([_DNRGB, t, (start >> 8) & 0xFF, start & 0xFF])
+            packets.append(header + pixels[start:end].tobytes())
+        return packets
+
+    def send_pixels_numpy(self, pixels: np.ndarray) -> bool:
+        """Send one frame of ``(N, 3)`` uint8 RGB pixels (fire-and-forget)."""
+        if self._transport is None:
+            return False
+        for packet in self.build_packets(pixels):
+            self._transport.sendto(packet)
+        return True

server/src/ledgrab/core/processing/color_strip/picture.py

@@ -18,7 +18,7 @@ from ledgrab.core.capture.calibration import (
     CalibrationConfig,
     create_pixel_mapper,
 )
-from ledgrab.core.capture.screen_capture import extract_border_pixels
+from ledgrab.core.capture.screen_capture import crop_screen_capture, extract_border_pixels
 from ledgrab.storage.bindable import bfloat
 from ledgrab.utils import get_logger
 from ledgrab.utils.frame_limiter import FrameLimiter
@@ -296,7 +296,19 @@ class PictureColorStripStream(ColorStripStream):
                             t1 = time.perf_counter()
                             led_colors = mapper.map_lines_to_leds(frames_dict)
                         else:
-                            border_pixels = extract_border_pixels(frame, calibration.border_width)
+                            src = frame
+                            bw = calibration.border_width
+                            if calibration.has_roi:
+                                src = crop_screen_capture(
+                                    frame,
+                                    calibration.roi_x,
+                                    calibration.roi_y,
+                                    calibration.roi_width,
+                                    calibration.roi_height,
+                                )
+                                # Border width must stay within the cropped size.
+                                bw = max(1, min(bw, min(src.width, src.height) // 4))
+                            border_pixels = extract_border_pixels(src, bw)
                             t1 = time.perf_counter()
                             led_colors = mapper.map_border_to_leds(border_pixels)
                         t2 = time.perf_counter()

server/src/ledgrab/core/processing/composite_stream.py

@@ -8,7 +8,7 @@ import numpy as np
 
 from ledgrab.core.processing.color_strip_stream import ColorStripStream
 from ledgrab.storage.bindable import bfloat
-from ledgrab.utils import get_logger
+from ledgrab.utils import clamp01, get_logger
 from ledgrab.utils.frame_limiter import FrameLimiter
 
 logger = get_logger(__name__)
@@ -176,7 +176,7 @@ class CompositeColorStripStream(ColorStripStream):
                 if i in self._brightness_streams:
                     _vs_id, vs = self._brightness_streams[i]
                     try:
-                        result.append(vs.get_value())
+                        result.append(clamp01(vs.get_value()))
                     except Exception:
                         result.append(None)
                 else:
@@ -660,10 +660,14 @@ class CompositeColorStripStream(ColorStripStream):
                         if layer.get("reverse", False):
                             colors = colors[::-1].copy()
 
-                        # Apply per-layer brightness from value source
+                        # Apply per-layer brightness from value source.
+                        # clamp01 is finite-safe: it rejects nan/inf (which would
+                        # crash the int() cast) and pins out-of-range values into
+                        # [0,1] so the uint16 fixed-point multiply can't wrap on a
+                        # negative. bri == 1.0 correctly skips the scale (no-op).
                         if i in self._brightness_streams:
                             _vs_id, vs = self._brightness_streams[i]
-                            bri = vs.get_value()
+                            bri = clamp01(vs.get_value())
                             if bri < 1.0:
                                 colors = (colors.astype(np.uint16) * int(bri * 256) >> 8).astype(
                                     np.uint8

server/src/ledgrab/core/processing/os_notification_listener.py

@@ -8,6 +8,8 @@ Supported platforms:
 - **Windows**: polls toast notifications via winrt UserNotificationListener
   (falls back to winsdk if winrt packages are not installed)
 - **Linux**: monitors org.freedesktop.Notifications via D-Bus (dbus-next)
+- **Android**: receives notifications pushed from a Kotlin NotificationListenerService
+  via Chaquopy (push-based; see push_notification() and _AndroidBackend)
 """
 
 import asyncio
@@ -17,9 +19,10 @@ import platform
 import threading
 import time
 from pathlib import Path
-from typing import Dict, List, Optional, Set
+from typing import Callable, Dict, List, Optional, Set
 
 from ledgrab.utils import get_logger
+from ledgrab.utils.platform import is_linux
 
 logger = get_logger(__name__)
 
@@ -30,15 +33,71 @@ _HISTORY_MAX = 50
 # Module-level singleton for dependency access
 _instance: Optional["OsNotificationListener"] = None
 
+# Push target for the Android backend — set by _AndroidBackend.start(), read by
+# push_notification(). None when the Android backend isn't running (desktop / server down).
+_android_target: Callable[[str | None], None] | None = None
+
 
 def get_os_notification_listener() -> Optional["OsNotificationListener"]:
     """Return the global OsNotificationListener instance (or None)."""
     return _instance
 
 
+def push_notification(app_name: str | None) -> None:
+    """Receive an Android notification pushed from Kotlin via Chaquopy.
+
+    Called by the LedGrabNotificationListener service through
+    ``Python.getInstance().getModule(...).callAttr("push_notification", label)``.
+    Routes the posting app's display label into the active listener's
+    ``_on_new_notification`` handler. No-op when the Android backend isn't running,
+    so a notification arriving before the server is ready (or on desktop) is safely
+    ignored.
+    """
+    # Snapshot into a local first: stop() may null _android_target concurrently, but an
+    # in-flight push then still completes against the prior callback. Do NOT collapse this
+    # into `if _android_target is not None: _android_target(...)` — that reintroduces a
+    # TOCTOU None-deref race.
+    cb = _android_target
+    if cb is None:
+        return
+    try:
+        cb(app_name)
+    except Exception as exc:  # never let a JNI-side call crash the bound service
+        logger.warning("push_notification callback error: %s", exc)
+
+
 # ── Platform backends ──────────────────────────────────────────────────
 
 
+class _AndroidBackend:
+    """Push-based backend — notifications arrive from Kotlin via push_notification().
+
+    Unlike the Windows/Linux backends (which poll or eavesdrop on a thread), Android
+    notifications are delivered by a Kotlin NotificationListenerService across the
+    Chaquopy JNI boundary into the module-level push_notification() receiver, so
+    start()/stop() simply register/clear the receiver target.
+    """
+
+    def __init__(self, on_notification):
+        self._on_notification = on_notification
+
+    @staticmethod
+    def probe() -> bool:
+        """Return True when running on Android (Chaquopy)."""
+        from ledgrab.utils.platform import is_android
+
+        return is_android()
+
+    def start(self) -> None:
+        global _android_target
+        _android_target = self._on_notification
+        logger.info("OS notification listener: Android backend active")
+
+    def stop(self) -> None:
+        global _android_target
+        _android_target = None
+
+
 def _import_winrt_notifications():
     """Try to import WinRT notification APIs: winrt first, then winsdk fallback.
 
@@ -193,7 +252,9 @@ class _LinuxBackend:
     @staticmethod
     def probe() -> bool:
         """Return True if this backend can run on the current system."""
-        if platform.system() != "Linux":
+        # is_linux() excludes Android, which also reports platform.system() == "Linux"
+        # but has no D-Bus session — defense-in-depth beyond probe ordering.
+        if not is_linux():
             return False
         try:
             import dbus_next  # noqa: F401
@@ -312,8 +373,9 @@ class OsNotificationListener:
         global _instance
         _instance = self
 
-        # Try platform backends in order
-        for backend_cls in (_WindowsBackend, _LinuxBackend):
+        # Try platform backends in order (Android first — it reports platform.system()
+        # == "Linux", so probing it ahead of _LinuxBackend is the robust ordering).
+        for backend_cls in (_AndroidBackend, _WindowsBackend, _LinuxBackend):
             if backend_cls.probe():
                 self._backend = backend_cls(on_notification=self._on_new_notification)
                 self._backend.start()

server/src/ledgrab/core/processing/power_limit.py

@@ -0,0 +1,58 @@
+"""Automatic brightness limiting (ABL) — keep a strip within a PSU current budget.
+
+Estimates the current an addressable LED strip would draw for a frame of
+already-brightness-scaled RGB bytes and, if it exceeds the configured budget,
+returns a uniform scale factor to bring it back under budget. This prevents the
+classic under-spec'd-PSU failure mode: a full-white scene browning out the rail
+(voltage sag -> red/orange shift, flicker, controller resets) — which reads to a
+new user as "this software is broken".
+
+Model: one addressable LED at full white ``(255, 255, 255)`` draws
+``milliamps_per_led`` mA, and current scales linearly with the sum of channel
+values, so a frame's draw is::
+
+    estimated_ma = sum(channel_bytes) * milliamps_per_led / (255 * 3)
+
+(``255 * 3 = 765`` channel-units == one LED at full white.) Standby/idle current
+is intentionally ignored: the limiter only needs to catch the high-draw frames
+that cause brownouts, and the default 55 mA/LED already carries real-world
+headroom. The same convention as WLED's "maximum current" setting.
+"""
+
+from __future__ import annotations
+
+import numpy as np
+
+# Channel units in one LED at full white (R + G + B = 255 * 3).
+_FULL_WHITE_UNITS = 765.0
+
+# Typical full-white draw of a single WS2812/SK6812-class LED, in mA.
+DEFAULT_MILLIAMPS_PER_LED = 55
+
+
+def estimate_current_ma(colors: np.ndarray, milliamps_per_led: int) -> float:
+    """Estimate strip draw (mA) for already-brightness-scaled RGB bytes.
+
+    ``colors`` is an ``(N, 3)`` uint8 array of the values actually sent to the
+    strip. Full white over ``N`` LEDs returns ``N * milliamps_per_led``.
+    """
+    if milliamps_per_led <= 0 or colors.size == 0:
+        return 0.0
+    channel_sum = float(int(colors.sum()))
+    return channel_sum * milliamps_per_led / _FULL_WHITE_UNITS
+
+
+def power_limit_scale(colors: np.ndarray, max_milliamps: int, milliamps_per_led: int) -> float:
+    """Return a scale in ``(0, 1]`` that keeps estimated draw within budget.
+
+    Returns ``1.0`` when limiting is disabled (``max_milliamps <= 0``) or the
+    frame is already within budget. Because current is linear in the channel
+    values, scaling every pixel by ``max_milliamps / estimated`` lands the frame
+    exactly on the budget.
+    """
+    if max_milliamps <= 0 or milliamps_per_led <= 0:
+        return 1.0
+    estimated = estimate_current_ma(colors, milliamps_per_led)
+    if estimated <= max_milliamps:
+        return 1.0
+    return max_milliamps / estimated

server/src/ledgrab/core/processing/processor_manager.py

@@ -44,6 +44,7 @@ from ledgrab.core.processing.sync_clock_manager import SyncClockManager
 from ledgrab.core.weather.weather_manager import WeatherManager
 from ledgrab.core.processing.device_health import DeviceHealthMixin
 from ledgrab.core.processing.device_test_mode import DeviceTestModeMixin
+from ledgrab.core.capture.calibration_session import CalibrationChaseMixin
 from ledgrab.utils import get_logger
 
 logger = get_logger(__name__)
@@ -106,7 +107,9 @@ class DeviceState:
     zone_mode: str = "combined"
 
 
-class ProcessorManager(AutoRestartMixin, DeviceHealthMixin, DeviceTestModeMixin):
+class ProcessorManager(
+    AutoRestartMixin, DeviceHealthMixin, DeviceTestModeMixin, CalibrationChaseMixin
+):
     """Manages devices and delegates target processing to TargetProcessor instances.
 
     Devices are registered for health monitoring.
@@ -407,6 +410,8 @@ class ProcessorManager(AutoRestartMixin, DeviceHealthMixin, DeviceTestModeMixin)
         min_brightness_threshold: int = 0,
         adaptive_fps: bool = False,
         protocol: str = "ddp",
+        max_milliamps: int = 0,
+        milliamps_per_led: int = 55,
     ):
         """Register a WLED target processor."""
         if target_id in self._processors:
@@ -425,6 +430,8 @@ class ProcessorManager(AutoRestartMixin, DeviceHealthMixin, DeviceTestModeMixin)
             min_brightness_threshold=min_brightness_threshold,
             adaptive_fps=adaptive_fps,
             protocol=protocol,
+            max_milliamps=max_milliamps,
+            milliamps_per_led=milliamps_per_led,
             ctx=self._build_context(),
         )
         self._processors[target_id] = proc

server/src/ledgrab/core/processing/value_kinds.py

@@ -193,6 +193,7 @@ def _build_ha_entity(source, d: ValueStreamDeps):
         min_ha_value=source.min_ha_value,
         max_ha_value=source.max_ha_value,
         smoothing=source.smoothing,
+        normalize=source.normalize,
         ha_manager=d.ha_manager,
     )
 
@@ -232,6 +233,7 @@ def _build_system_metrics(source, _d: ValueStreamDeps):
         sensor_label=source.sensor_label,
         poll_interval=source.poll_interval,
         smoothing=source.smoothing,
+        normalize=source.normalize,
     )
 
 
@@ -249,6 +251,7 @@ def _build_game_event(source, d: ValueStreamDeps):
         smoothing=source.smoothing,
         default_value=source.default_value,
         timeout=source.timeout,
+        normalize=source.normalize,
         event_bus=d.event_bus,
     )
 
@@ -263,10 +266,25 @@ def _build_http(source, d: ValueStreamDeps):
         min_value=source.min_value,
         max_value=source.max_value,
         smoothing=source.smoothing,
+        normalize=source.normalize,
         http_endpoint_store=d.http_endpoint_store,
     )
 
 
+def _build_template(source, d: ValueStreamDeps):
+    # References other value sources via d.value_stream_manager (recursively
+    # acquired in start()), exactly like _build_gradient_map.
+    from ledgrab.core.processing.value_stream import TemplateValueStream
+
+    return TemplateValueStream(
+        template=source.template,
+        inputs=source.inputs,
+        default_value=source.default_value,
+        eval_interval=source.eval_interval,
+        value_stream_manager=d.value_stream_manager,
+    )
+
+
 # ---------------------------------------------------------------------------
 # Registry
 # ---------------------------------------------------------------------------
@@ -290,6 +308,7 @@ STREAM_BUILDERS: dict[str, StreamBuilder] = {
     "system_metrics": _build_system_metrics,
     "game_event": _build_game_event,
     "http": _build_http,
+    "template": _build_template,
 }
 
 

server/src/ledgrab/core/processing/value_stream.py

@@ -33,7 +33,12 @@ import numpy as np
 
 from ledgrab.core.processing import metric_readers as _metric_readers
 from ledgrab.storage.base_store import EntityNotFoundError
-from ledgrab.utils import get_logger
+from ledgrab.utils import clamp01, get_logger
+from ledgrab.utils.template_expr import (
+    TemplateValidationError,
+    compile_template,
+    finalize_result,
+)
 
 # Compiled once — used by ``_extract_simple_path`` on every poll.
 _NAME_HEAD_RE = re.compile(r"^([^\[]*)")
@@ -53,6 +58,12 @@ if TYPE_CHECKING:
 
 logger = get_logger(__name__)
 
+# Runtime cap on recursive value-stream acquisition (referencing sources like
+# template / gradient_map re-enter acquire() from start()). Higher than the
+# storage-level MAX_VALUE_SOURCE_DEPTH (8) so legitimate chains never trip it;
+# it only fires on a cycle that bypassed storage validation.
+_MAX_ACQUIRE_DEPTH = 12
+
 
 # ---------------------------------------------------------------------------
 # Base class
@@ -904,6 +915,7 @@ class HAEntityValueStream(ValueStream):
         min_ha_value: float = 0.0,
         max_ha_value: float = 100.0,
         smoothing: float = 0.0,
+        normalize: bool = True,
         ha_manager: Any | None = None,
     ):
         self._ha_source_id = ha_source_id
@@ -912,6 +924,7 @@ class HAEntityValueStream(ValueStream):
         self._min_ha = min_ha_value
         self._max_ha = max_ha_value
         self._smoothing = smoothing
+        self._normalize_enabled = normalize
         self._ha_manager = ha_manager
         self._prev_value: float | None = None
         self._raw_value: float | None = None
@@ -976,16 +989,23 @@ class HAEntityValueStream(ValueStream):
 
         self._raw_value = raw
 
-        # Normalize to [0, 1]
-        ha_range = self._max_ha - self._min_ha
-        if abs(ha_range) < 1e-9:
-            normalized = 0.5
+        if self._normalize_enabled:
+            # Normalize to [0, 1] via the configured min/max range.
+            ha_range = self._max_ha - self._min_ha
+            if abs(ha_range) < 1e-9:
+                normalized = 0.5
+            else:
+                normalized = (raw - self._min_ha) / ha_range
+            normalized = max(0.0, min(1.0, normalized))
         else:
-            normalized = (raw - self._min_ha) / ha_range
+            # Skip the rescale: treat the raw reading as already a 0–1 fraction
+            # (finite-safe clamp). The un-clamped magnitude stays on
+            # get_raw_value(); get_value() never leaves [0, 1] either way.
+            normalized = clamp01(raw)
 
-        normalized = max(0.0, min(1.0, normalized))
-
-        # EMA smoothing
+        # EMA smoothing — both branches produce a [0, 1] value, so _prev_value
+        # is always normalized and flipping ``normalize`` live never blends a
+        # raw magnitude against a fraction.
         if self._smoothing > 0.0 and self._prev_value is not None:
             normalized = self._smoothing * self._prev_value + (1.0 - self._smoothing) * normalized
 
@@ -1009,6 +1029,7 @@ class HAEntityValueStream(ValueStream):
         self._min_ha = source.min_ha_value
         self._max_ha = source.max_ha_value
         self._smoothing = source.smoothing
+        self._normalize_enabled = source.normalize
 
         # If HA source changed, swap runtime
         if source.ha_source_id != old_ha_source and self._ha_manager:
@@ -1052,6 +1073,7 @@ class HTTPValueStream(ValueStream):
         min_value: float,
         max_value: float,
         smoothing: float,
+        normalize: bool = True,
         http_endpoint_store: "HTTPEndpointStore" | None = None,
     ) -> None:
         self._endpoint_id = endpoint_id
@@ -1060,6 +1082,7 @@ class HTTPValueStream(ValueStream):
         self._min_value = min_value
         self._max_value = max_value
         self._smoothing = smoothing
+        self._normalize_enabled = normalize
         self._http_endpoint_store = http_endpoint_store
         self._task: asyncio.Task | None = None
         self._raw_value: Any = None
@@ -1099,12 +1122,19 @@ class HTTPValueStream(ValueStream):
         except (TypeError, ValueError):
             return self._prev_normalized if self._prev_normalized is not None else 0.0
 
-        rng = self._max_value - self._min_value
-        if abs(rng) < 1e-9:
-            normalized = 0.5
+        if self._normalize_enabled:
+            rng = self._max_value - self._min_value
+            if abs(rng) < 1e-9:
+                normalized = 0.5
+            else:
+                normalized = (numeric - self._min_value) / rng
+            normalized = max(0.0, min(1.0, normalized))
         else:
-            normalized = (numeric - self._min_value) / rng
-        normalized = max(0.0, min(1.0, normalized))
+            # Skip the rescale: treat the extracted number as already a 0–1
+            # fraction (finite-safe clamp). The verbatim extracted value (which
+            # may be non-numeric) stays on get_raw_value(); get_value() is always
+            # a float in [0, 1].
+            normalized = clamp01(numeric)
 
         if self._smoothing > 0.0 and self._prev_normalized is not None:
             normalized = (
@@ -1128,6 +1158,7 @@ class HTTPValueStream(ValueStream):
         self._min_value = source.min_value
         self._max_value = source.max_value
         self._smoothing = source.smoothing
+        self._normalize_enabled = source.normalize
 
     async def _poll_loop(self) -> None:
         from ledgrab.utils.safe_source import safe_request_bounded
@@ -1365,6 +1396,168 @@ class GradientMapValueStream(ValueStream):
                     self._inner_stream = None
 
 
+# ---------------------------------------------------------------------------
+# Template (Jinja expression combinator)
+# ---------------------------------------------------------------------------
+
+
+class TemplateValueStream(ValueStream):
+    """Evaluates a hardened sandboxed-Jinja expression over the live values of
+    other value sources (the system's float combinator).
+
+    Acquires each referenced input stream from the manager on ``start()`` and
+    releases it on ``stop()`` — the same ref-counted protocol as
+    :class:`GradientMapValueStream`, but over a *set* of inputs. Acquisition is
+    tracked per unique ``value_source_id`` so two variables bound to the same
+    source share one ref. ``get_value()`` builds a primitives-only context
+    (each input's normalized ``get_value()`` plus a float-only ``raw`` dict),
+    evaluates the compiled expression, then coerces / NaN-guards / clamps the
+    result. Any error — or an uncompilable template — falls back to
+    ``default_value``. An optional ``eval_interval`` caches the last result to
+    bound steady-state evaluation cost.
+    """
+
+    def __init__(
+        self,
+        template: str,
+        inputs: List[dict],
+        default_value: float = 0.0,
+        eval_interval: float | None = None,
+        value_stream_manager: "ValueStreamManager" | None = None,
+    ):
+        self._template = template
+        self._inputs = [dict(i) for i in (inputs or [])]
+        self._default = max(0.0, min(1.0, float(default_value)))
+        self._eval_interval = float(eval_interval) if eval_interval else 0.0
+        self._vsm = value_stream_manager
+        self._streams_by_id: Dict[str, ValueStream] = {}  # value_source_id -> stream
+        self._expr = self._compile(template)
+        self._last_value: float = self._default
+        self._last_eval: float = 0.0
+        self._has_value = False
+        self._error_logged = False
+
+    @staticmethod
+    def _compile(template: str):
+        """Compile once; return ``None`` (→ always default) on invalid template.
+
+        Creation should already have rejected invalid templates via the factory;
+        this is defense in depth so a bad row never crashes the engine.
+        """
+        try:
+            return compile_template(template)
+        except TemplateValidationError as e:
+            logger.warning("TemplateValueStream: invalid template, using default (%s)", e)
+            return None
+
+    @staticmethod
+    def _unique_ids(inputs: List[dict]) -> set:
+        return {i["value_source_id"] for i in inputs if i.get("value_source_id")}
+
+    def start(self) -> None:
+        if not self._vsm:
+            return
+        for vs_id in self._unique_ids(self._inputs):
+            try:
+                self._streams_by_id[vs_id] = self._vsm.acquire(vs_id)
+            except Exception as e:
+                logger.warning("TemplateValueStream: failed to acquire input %s: %s", vs_id, e)
+
+    def stop(self) -> None:
+        if self._vsm:
+            for vs_id in list(self._streams_by_id):
+                try:
+                    self._vsm.release(vs_id)
+                except Exception as e:
+                    logger.debug("TemplateValueStream: release %s failed: %s", vs_id, e)
+        self._streams_by_id.clear()
+        self._has_value = False
+
+    def get_value(self) -> float:
+        if self._expr is None:
+            return self._default
+
+        if (
+            self._eval_interval > 0.0
+            and self._has_value
+            and (time.monotonic() - self._last_eval) < self._eval_interval
+        ):
+            return self._last_value
+
+        try:
+            ctx: Dict[str, Any] = {}
+            raw: Dict[str, float] = {}
+            for inp in self._inputs:
+                name = inp.get("name")
+                vs_id = inp.get("value_source_id")
+                if not name or not vs_id:
+                    continue
+                stream = self._streams_by_id.get(vs_id)
+                if stream is None:
+                    continue
+                ctx[name] = float(stream.get_value())
+                getter = getattr(stream, "get_raw_value", None)
+                if getter is not None:
+                    rv = getter()
+                    if rv is not None:
+                        try:
+                            raw[name] = float(rv)
+                        except (TypeError, ValueError):
+                            # Non-numeric raw values never cross into the sandbox.
+                            pass
+            ctx["raw"] = raw
+            # Globals (min/max/abs/round/clamp) resolve from SANDBOX_ENV.globals.
+            value = finalize_result(self._expr(**ctx), self._default)
+        except Exception as e:
+            if not self._error_logged:
+                logger.warning("TemplateValueStream eval error (using default): %s", e)
+                self._error_logged = True
+            value = self._default
+
+        self._last_value = value
+        self._last_eval = time.monotonic()
+        self._has_value = True
+        return value
+
+    def update_source(self, source: "ValueSource") -> None:
+        from ledgrab.storage.value_source import TemplateValueSource
+
+        if not isinstance(source, TemplateValueSource):
+            return
+
+        if source.template != self._template:
+            self._template = source.template
+            self._expr = self._compile(source.template)
+            self._error_logged = False
+
+        self._default = max(0.0, min(1.0, float(source.default_value)))
+        self._eval_interval = float(source.eval_interval) if source.eval_interval else 0.0
+
+        new_inputs = [dict(i) for i in (source.inputs or [])]
+        old_ids = set(self._streams_by_id)
+        new_ids = self._unique_ids(new_inputs)
+
+        if self._vsm:
+            # Release-before-acquire (mirrors GradientMapValueStream); safe under
+            # ref-counting. Unchanged ids keep their existing stream untouched.
+            for vs_id in old_ids - new_ids:
+                try:
+                    self._vsm.release(vs_id)
+                except Exception as e:
+                    logger.debug("TemplateValueStream: release %s failed: %s", vs_id, e)
+                self._streams_by_id.pop(vs_id, None)
+            for vs_id in new_ids - old_ids:
+                try:
+                    self._streams_by_id[vs_id] = self._vsm.acquire(vs_id)
+                except Exception as e:
+                    logger.warning("TemplateValueStream: acquire %s failed: %s", vs_id, e)
+
+        # Rebuild inputs (re-keys variable names on rename even when id unchanged,
+        # since get_value() maps name -> stream via value_source_id each tick).
+        self._inputs = new_inputs
+        self._has_value = False
+
+
 # ---------------------------------------------------------------------------
 # CSS Extract
 # ---------------------------------------------------------------------------
@@ -1501,6 +1694,7 @@ class SystemMetricsValueStream(ValueStream):
         sensor_label: str = "",
         poll_interval: float = 1.0,
         smoothing: float = 0.0,
+        normalize: bool = True,
     ):
         self._metric = metric
         self._min_val = min_value
@@ -1510,6 +1704,7 @@ class SystemMetricsValueStream(ValueStream):
         self._sensor_label = sensor_label
         self._poll_interval = max(0.1, poll_interval)
         self._smoothing = smoothing
+        self._normalize_enabled = normalize
         self._prev_value: float | None = None
         self._raw_value: float | None = None
         self._last_poll: float = 0.0
@@ -1548,10 +1743,16 @@ class SystemMetricsValueStream(ValueStream):
         raw = self._read_metric()
         self._raw_value = raw
 
-        # Normalize
-        normalized = self._normalize(raw)
+        if self._normalize_enabled:
+            normalized = self._normalize(raw)
+        else:
+            # Skip the rescale: treat the raw reading as already a 0–1 fraction
+            # (finite-safe clamp). The un-clamped reading stays on
+            # get_raw_value(); get_value() never leaves [0, 1].
+            normalized = clamp01(raw)
 
-        # EMA smoothing
+        # EMA smoothing — both branches output [0, 1], so _prev_value is always
+        # normalized and a live ``normalize`` flip never blends raw vs fraction.
         if self._smoothing > 0.0 and self._prev_value is not None:
             normalized = self._smoothing * self._prev_value + (1.0 - self._smoothing) * normalized
 
@@ -1599,6 +1800,7 @@ class SystemMetricsValueStream(ValueStream):
         self._sensor_label = source.sensor_label
         self._poll_interval = max(0.1, source.poll_interval)
         self._smoothing = source.smoothing
+        self._normalize_enabled = source.normalize
 
 
 # ---------------------------------------------------------------------------
@@ -1644,6 +1846,10 @@ class ValueStreamManager:
         self._http_endpoint_store = http_endpoint_store
         self._streams: Dict[str, ValueStream] = {}  # vs_id → stream
         self._ref_counts: Dict[str, int] = {}  # vs_id → ref count
+        # Recursion-depth backstop for referencing sources (template / gradient
+        # map). A cycle that slipped past storage validation (e.g. a hand-edited
+        # DB or restored backup) would otherwise overflow the stack at acquire().
+        self._acquire_depth = 0
         # Tracks which clock_id (if any) was acquired for each stream so we
         # can release/swap it without re-querying the store at teardown time.
         self._stream_clock_ids: Dict[str, str] = {}  # vs_id → clock_id
@@ -1659,9 +1865,29 @@ class ValueStreamManager:
             logger.info(f"Shared value stream {vs_id} (refs={self._ref_counts[vs_id]})")
             return self._streams[vs_id]
 
+        if self._acquire_depth >= _MAX_ACQUIRE_DEPTH:
+            logger.warning(
+                "Value source acquire depth limit (%d) reached at %s; returning "
+                "static fallback (possible reference cycle)",
+                _MAX_ACQUIRE_DEPTH,
+                vs_id,
+            )
+            # The intermediate referencing streams built while descending a
+            # cyclic chain are not stop()'d here — but this only triggers on a
+            # stored cycle that storage validation already rejects (e.g. a
+            # hand-edited DB / corrupt restore), so those transient objects are
+            # simply garbage-collected. Normal graphs never reach this depth.
+            return StaticValueStream(0.5)
+
         source = self._value_source_store.get_source(vs_id)
-        stream = self._create_stream(source, vs_id)
-        stream.start()
+        # Increment around create+start: a referencing stream (template /
+        # gradient_map) re-enters acquire() from its own start().
+        self._acquire_depth += 1
+        try:
+            stream = self._create_stream(source, vs_id)
+            stream.start()
+        finally:
+            self._acquire_depth -= 1
         self._streams[vs_id] = stream
         self._ref_counts[vs_id] = 1
         logger.info(f"Acquired value stream {vs_id} (type={source.source_type})")

server/src/ledgrab/core/processing/wled_target_processor.py

@@ -17,6 +17,7 @@ from ledgrab.core.devices.led_client import (
     get_device_capabilities,
 )
 from ledgrab.core.capture.screen_capture import get_available_displays
+from ledgrab.core.processing.power_limit import DEFAULT_MILLIAMPS_PER_LED, power_limit_scale
 from ledgrab.core.processing.target_processor import (
     ProcessingMetrics,
     TargetContext,
@@ -62,6 +63,8 @@ class WledTargetProcessor(TargetProcessor):
         min_brightness_threshold: int = 0,
         adaptive_fps: bool = False,
         protocol: str = "ddp",
+        max_milliamps: int = 0,
+        milliamps_per_led: int = 55,
         ctx: TargetContext = None,
     ):
         from ledgrab.storage.bindable import BindableFloat, bfloat
@@ -81,6 +84,13 @@ class WledTargetProcessor(TargetProcessor):
         self._min_brightness_threshold = int(bfloat(min_brightness_threshold, 0.0))
         self._adaptive_fps = adaptive_fps
         self._protocol = protocol
+        # Automatic brightness limiting (ABL). 0 mA budget = disabled.
+        self._max_milliamps = max(0, int(max_milliamps or 0))
+        self._milliamps_per_led = max(1, int(milliamps_per_led or DEFAULT_MILLIAMPS_PER_LED))
+        # Reusable scratch for in-place power scaling (allocated on first use).
+        self._power_u16: np.ndarray | None = None
+        self._power_out: np.ndarray | None = None
+        self._power_n = 0
 
         # Adaptive FPS / liveness probe runtime state
         self._effective_fps: int = self._target_fps
@@ -146,9 +156,15 @@ class WledTargetProcessor(TargetProcessor):
         from ledgrab.core.devices.device_config import WLEDConfig as _WLEDConfig
 
         config = _dev.to_config()
-        # use_ddp is a target-derived protocol setting — override on WLEDConfig
+        # The target's protocol selects how we drive a WLED device:
+        #   "ddp"  -> DDP UDP (4048)   "udp" -> WLED native realtime UDP (21324)
+        #   "http" -> JSON API         (use_ddp and use_realtime are exclusive)
         if isinstance(config, _WLEDConfig):
-            config = _replace(config, use_ddp=(self._protocol == "ddp"))
+            config = _replace(
+                config,
+                use_ddp=(self._protocol == "ddp"),
+                use_realtime=(self._protocol == "udp"),
+            )
         self._device_config = config
 
         # Connect to LED device
@@ -313,6 +329,12 @@ class WledTargetProcessor(TargetProcessor):
                 self._adaptive_fps = settings["adaptive_fps"]
                 if not self._adaptive_fps:
                     self._effective_fps = self._target_fps
+            if "max_milliamps" in settings:
+                self._max_milliamps = max(0, int(settings["max_milliamps"] or 0))
+            if "milliamps_per_led" in settings:
+                self._milliamps_per_led = max(
+                    1, int(settings["milliamps_per_led"] or DEFAULT_MILLIAMPS_PER_LED)
+                )
         logger.info(f"Updated settings for target {self._target_id}")
 
     def update_device(self, device_id: str) -> None:
@@ -787,8 +809,33 @@ class WledTargetProcessor(TargetProcessor):
         np.copyto(out, blend, casting="unsafe")  # float32 → uint8
         return out
 
+    def _apply_power_limit(self, colors: np.ndarray) -> np.ndarray:
+        """Scale ``colors`` down to stay within the PSU current budget (ABL).
+
+        Returns ``colors`` unchanged when limiting is disabled or the frame is
+        already within budget; otherwise returns a scaled copy in a reusable
+        scratch buffer (the input is never mutated — it may be a shared frame).
+        """
+        if self._max_milliamps <= 0:
+            return colors
+        scale = power_limit_scale(colors, self._max_milliamps, self._milliamps_per_led)
+        if scale >= 1.0:
+            return colors
+        factor = int(scale * 256)  # 0..255 fixed-point multiplier
+        n = len(colors)
+        if self._power_u16 is None or self._power_n != n:
+            self._power_n = n
+            self._power_u16 = np.empty((n, 3), dtype=np.uint16)
+            self._power_out = np.empty((n, 3), dtype=np.uint8)
+        np.copyto(self._power_u16, colors, casting="unsafe")
+        self._power_u16 *= factor
+        self._power_u16 >>= 8
+        np.copyto(self._power_out, self._power_u16, casting="unsafe")
+        return self._power_out
+
     async def _send_to_device(self, send_colors: np.ndarray) -> float:
         """Send colors to LED device and return send time in ms."""
+        send_colors = self._apply_power_limit(send_colors)
         t_start = time.perf_counter()
         if self._led_client.supports_fast_send:
             self._led_client.send_pixels_fast(send_colors)

server/src/ledgrab/core/scenes/playlist_engine.py

@@ -0,0 +1,280 @@
+"""Playlist engine — background loop that auto-cycles a scene playlist.
+
+A playlist is an ordered, timed sequence of scene presets. The engine drives
+**at most one** playlist at a time: starting a new playlist transparently stops
+any currently-running one. Each cycle re-reads the playlist from the store, so
+edits (and deletion) take effect at the next cycle boundary without a restart.
+
+The actual state application reuses ``scene_activator.apply_scene_state`` — the
+same code path the scene-presets API and the automation engine use — so a
+playlist step behaves exactly like manually activating that preset.
+"""
+
+import asyncio
+import random
+from dataclasses import dataclass
+from datetime import datetime, timezone
+from typing import List
+
+from ledgrab.storage.scene_playlist import ScenePlaylist, clamp_duration
+from ledgrab.utils import get_logger
+
+logger = get_logger(__name__)
+
+
+@dataclass
+class PlaylistRuntimeState:
+    """Volatile runtime state of the (single) active playlist. Not persisted."""
+
+    playlist_id: str
+    playlist_name: str
+    current_index: int
+    item_count: int
+    current_preset_id: str | None
+    started_at: datetime
+    step_started_at: datetime
+    step_duration: float
+
+    def to_dict(self) -> dict:
+        return {
+            "is_running": True,
+            "playlist_id": self.playlist_id,
+            "playlist_name": self.playlist_name,
+            "current_index": self.current_index,
+            "item_count": self.item_count,
+            "current_preset_id": self.current_preset_id,
+            "started_at": self.started_at.isoformat(),
+            "step_started_at": self.step_started_at.isoformat(),
+            "step_duration": self.step_duration,
+        }
+
+
+_IDLE_STATE = {
+    "is_running": False,
+    "playlist_id": None,
+    "playlist_name": None,
+    "current_index": 0,
+    "item_count": 0,
+    "current_preset_id": None,
+    "started_at": None,
+    "step_started_at": None,
+    "step_duration": 0.0,
+}
+
+
+class PlaylistError(Exception):
+    """Raised when a playlist cannot be started (empty / not found)."""
+
+
+class PlaylistEngine:
+    """Cycles a scene playlist's presets on a timer, one playlist at a time."""
+
+    def __init__(
+        self,
+        playlist_store,
+        scene_preset_store,
+        target_store,
+        processor_manager,
+    ):
+        self._playlist_store = playlist_store
+        self._scene_preset_store = scene_preset_store
+        self._target_store = target_store
+        self._manager = processor_manager
+
+        self._task: asyncio.Task | None = None
+        self._state: PlaylistRuntimeState | None = None
+        # Serialises start/stop so overlapping API calls can't leave two
+        # cycling tasks alive at once.
+        self._lifecycle_lock = asyncio.Lock()
+
+    # ===== Public control API =====
+
+    async def start_playlist(self, playlist_id: str) -> PlaylistRuntimeState:
+        """Start cycling ``playlist_id``, stopping any current playlist first.
+
+        Raises ``PlaylistError`` if the playlist is unknown or has no items.
+        """
+        try:
+            playlist = self._playlist_store.get_playlist(playlist_id)
+        except Exception as exc:  # EntityNotFoundError / ValueError
+            raise PlaylistError(f"Playlist not found: {playlist_id}") from exc
+
+        if not playlist.items:
+            raise PlaylistError(f"Playlist '{playlist.name}' has no items")
+
+        async with self._lifecycle_lock:
+            await self._cancel_task()
+
+            now = datetime.now(timezone.utc)
+            first_item = playlist.items[0]
+            self._state = PlaylistRuntimeState(
+                playlist_id=playlist.id,
+                playlist_name=playlist.name,
+                current_index=0,
+                item_count=len(playlist.items),
+                current_preset_id=first_item.scene_preset_id,
+                started_at=now,
+                step_started_at=now,
+                step_duration=clamp_duration(first_item.duration_seconds),
+            )
+            self._task = asyncio.create_task(self._run(playlist.id))
+
+        self._fire_event("started")
+        logger.info("Playlist '%s' started (%d items)", playlist.name, len(playlist.items))
+        return self._state
+
+    async def stop(self) -> None:
+        """Stop the active playlist (if any). Leaves the last scene applied."""
+        async with self._lifecycle_lock:
+            was_running = self._task is not None
+            await self._cancel_task()
+            stopped_id = self._state.playlist_id if self._state else None
+            self._state = None
+        if was_running:
+            self._fire_event("stopped", playlist_id=stopped_id)
+            logger.info("Playlist stopped")
+
+    async def stop_if_running(self, playlist_id: str) -> None:
+        """Stop the playlist only if ``playlist_id`` is the one running.
+
+        Used when a playlist is deleted or edited so a stale snapshot can't keep
+        cycling.
+        """
+        if self._state is not None and self._state.playlist_id == playlist_id:
+            await self.stop()
+
+    # ===== Query API (used by routes) =====
+
+    def is_running(self) -> bool:
+        return self._task is not None and not self._task.done()
+
+    def get_running_playlist_id(self) -> str | None:
+        return self._state.playlist_id if self._state else None
+
+    def get_state(self) -> dict:
+        if self._state is not None and self.is_running():
+            return self._state.to_dict()
+        return dict(_IDLE_STATE)
+
+    # ===== Internal =====
+
+    async def _cancel_task(self) -> None:
+        """Cancel and await the cycling task. Caller holds the lifecycle lock."""
+        task = self._task
+        self._task = None
+        if task is None:
+            return
+        task.cancel()
+        try:
+            await task
+        except asyncio.CancelledError:
+            pass
+        except Exception as exc:  # pragma: no cover - defensive
+            logger.error("Playlist task raised on cancel: %s", exc, exc_info=True)
+
+    async def _run(self, playlist_id: str) -> None:
+        """Cycle the playlist until cancelled, the playlist ends, or it errors."""
+        try:
+            while True:
+                # Re-read each cycle so edits/deletes apply at the boundary.
+                try:
+                    playlist = self._playlist_store.get_playlist(playlist_id)
+                except Exception:
+                    logger.info("Playlist %s removed while running; stopping", playlist_id)
+                    break
+
+                if not playlist.items:
+                    logger.info("Playlist '%s' has no items; stopping", playlist.name)
+                    break
+
+                applied_any = await self._run_cycle(playlist)
+
+                if not playlist.loop:
+                    break
+                if not applied_any:
+                    # Every item referenced a missing preset — a looping
+                    # playlist would otherwise spin with no dwell. Bail out.
+                    logger.warning(
+                        "Playlist '%s' applied no valid presets this cycle; stopping",
+                        playlist.name,
+                    )
+                    break
+
+            # Natural end (non-loop or guard). Clear state without recursing
+            # through stop() (which would try to cancel this very task). Guard
+            # against a concurrent start_playlist having already replaced us:
+            # only clear if we are still the engine's current task.
+            if self._task is asyncio.current_task():
+                self._task = None
+                ended_id = self._state.playlist_id if self._state else None
+                self._state = None
+                self._fire_event("stopped", playlist_id=ended_id)
+                logger.info("Playlist '%s' finished", playlist_id)
+        except asyncio.CancelledError:
+            raise
+        except Exception as exc:  # pragma: no cover - defensive
+            logger.error("Playlist run loop error: %s", exc, exc_info=True)
+
+    async def _run_cycle(self, playlist: ScenePlaylist) -> bool:
+        """Run one pass over the playlist's items. Returns True if any applied."""
+        order = self._resolve_order(playlist)
+        applied_any = False
+
+        for index, item in enumerate(order):
+            duration = clamp_duration(item.duration_seconds)
+            if self._state is not None:
+                self._state.current_index = index
+                self._state.current_preset_id = item.scene_preset_id
+                self._state.step_started_at = datetime.now(timezone.utc)
+                self._state.step_duration = duration
+
+            applied = await self._apply_item(item.scene_preset_id)
+            if applied:
+                applied_any = True
+                self._fire_event("advanced", index=index, preset_id=item.scene_preset_id)
+                # Only dwell on scenes we actually applied; skip missing ones
+                # immediately so the cycle doesn't stall on a dead reference.
+                await asyncio.sleep(duration)
+
+        return applied_any
+
+    def _resolve_order(self, playlist: ScenePlaylist) -> List:
+        if playlist.shuffle and len(playlist.items) > 1:
+            shuffled = list(playlist.items)
+            random.shuffle(shuffled)  # noqa: S311 - cosmetic ordering, not security
+            return shuffled
+        return list(playlist.items)
+
+    async def _apply_item(self, preset_id: str) -> bool:
+        """Apply one scene preset. Returns False if it could not be applied."""
+        if not self._scene_preset_store or not self._target_store or not self._manager:
+            logger.warning("Playlist engine missing stores; cannot apply %s", preset_id)
+            return False
+        try:
+            preset = self._scene_preset_store.get_preset(preset_id)
+        except Exception:
+            logger.warning("Playlist references missing scene preset %s (skipped)", preset_id)
+            return False
+
+        from ledgrab.core.scenes.scene_activator import apply_scene_state
+
+        _status, errors = await apply_scene_state(preset, self._target_store, self._manager)
+        if errors:
+            logger.warning("Playlist step '%s' applied with errors: %s", preset.name, errors)
+        return True
+
+    def _fire_event(self, action: str, **extra) -> None:
+        if self._manager is None:
+            return
+        try:
+            self._manager.fire_event(
+                {
+                    "type": "playlist_state_changed",
+                    "action": action,
+                    "playlist_id": extra.get("playlist_id")
+                    or (self._state.playlist_id if self._state else None),
+                    **{k: v for k, v in extra.items() if k != "playlist_id"},
+                }
+            )
+        except Exception as exc:
+            logger.error("Playlist event fire failed: %s", exc, exc_info=True)