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feat(desktop): make local speech transcription work end to end

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Local dictation had never produced a transcript on an installed build. The
engine itself was healthy; every connection to it was broken.

Installed builds shipped no speech engine at all: the packaging config had no
entry for the faster-whisper sidecar and no pipeline step built one, so the app
always fell back to a system Python without the runtime. Development was broken
too, because the sidecar and SoX paths were resolved against the Vite output
directory instead of the app root, which also meant recording failed with a SoX
ENOENT. On hosts where localhost resolves only to IPv6, every local request was
refused outright, which silently disabled both local transcription and the local
LLM.

The sidecar is now built and bundled (including the Silero VAD data it needs),
gated by a packaging check that fails when the engine or its data is missing.
Paths are discovered from the app root and fail loudly when the engine is
absent. Local engine URLs are normalized to the IPv4 loopback, decoding is tuned
so repeated hallucinations cannot compound (the same transcript now takes about
a fifth of the time), the engine is warmed up at startup, and holding the hotkey
now shows the text forming live in the recording tip.
This commit is contained in:
Yun Chan 2026-09-18 00:48:47 +09:00
parent 359b244dc9
commit 2d585bfc29
52 changed files with 1450 additions and 3861 deletions
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2
docs/map/00-index.md
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@ -2,7 +2,7 @@
> Status: ACTIVE
> Last full audit: 2026-09-13
> Scope: entire monorepo `D:/workspace/D3ROVoice` at product version `1.2.0`
> Scope: entire monorepo `D:/workspace/D3ROVoice` at product version `1.3.0`
> Purpose: let any agent (or human) answer two questions in under a minute:
> 1. **What infrastructure exists?** (build, CI, services, APIs, data, packages, deploy)
> 2. **How far is each feature developed?** (per surface, with file anchors and status)

10
docs/map/02-infrastructure.md
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@ -97,7 +97,7 @@ Per-app commands that matter:
| App | Commands |
|---|---|
| desktop | `npm run dev --workspace=@d3ro/desktop`, `build`, `typecheck`, `test` (vitest, 1266 tests), playwright e2e |
| desktop | `npm run dev --workspace=@d3ro/desktop`, `build`, `typecheck`, `test` (vitest), playwright e2e; local STT engine: `npm --prefix apps/desktop run sidecar:setup` then `sidecar:build` (PyInstaller → `sidecar-dist/sidecar`), full local Windows package: `npm --prefix apps/desktop run dist:win:full`; `setup:sox` re-downloads the bundled SoX |
| mobile-rn | `npm run typecheck:mobile` / `lint:mobile` / `test:mobile` (root), or `npm --prefix apps/mobile-rn run lint/typecheck/test`; android gradle builds, Maestro E2E |
| api-server | `dotnet build`, `dotnet test` (also `apps/api-server.Tests`) |
| web | `next build`, playwright e2e in `apps/web/e2e` |
@ -136,7 +136,7 @@ See [`03-shared-packages.md`](./03-shared-packages.md). Summary:
### GitLab CI (`.gitlab-ci.yml`)
Stages `validate → test → build → e2e → package → publish → deploy`. Primary pipeline for desktop Windows/macOS releases (Forgejo Generic Registry is the canonical updater feed; GitLab project 1172 is a legacy mirror) and production mobile releases (`mobile-production-release`, manual/protected). Admin NAS deploy job is intentionally **disabled**.
Stages `validate → test → build → e2e → package → publish → deploy`. Primary pipeline for desktop Windows/macOS releases (Forgejo Generic Registry is the canonical updater feed; GitLab project 1172 is a legacy mirror) and production mobile releases (`mobile-production-release`, manual/protected). Admin NAS deploy job is intentionally **disabled**. `package-windows`/`package-macos` build the faster-whisper sidecar (`sidecar:setup` → `sidecar:build`) and run `scripts/ci/verify-sidecar-bundle.mjs` before electron-builder, so a release can never ship without the local STT engine.
### Forgejo Actions (`.forgejo/workflows/`)
@ -190,11 +190,11 @@ Full detail: [`09-supabase-backend.md`](./09-supabase-backend.md).
| File | Purpose |
|---|---|
| `release/product-version.json` | version `1.2.0`, `androidVersionCode`/`iosBuildNumber` `1020001`, releaseDate, desktop license keyId |
| `release/product-version.json` | version `1.3.0`, `androidVersionCode`/`iosBuildNumber` `1030001`, releaseDate, desktop license keyId |
| `release/android-release-identity.json` | package `com.d3ro.voice`, Play app ID, app-signing SHA-256, upload cert SHA-256, evidence keyId, AdMob unit IDs |
| `release/desktop-license-public.pem` | Ed25519 public key for desktop offline licenses |
| `release/mobile-release-evidence-public.pem` | Ed25519 public key for mobile release evidence |
| `apps/desktop/electron-builder.yml` | appId `com.d3ro.voice`, NSIS x64 (forced code signing), macOS DMG/ZIP arm64, generic Forgejo publish feed, asarUnpack native modules, extraResources (icons, sounds, sox, ollama) |
| `apps/desktop/electron-builder.yml` | appId `com.d3ro.voice`, NSIS x64 (forced code signing), macOS DMG/ZIP arm64, generic Forgejo publish feed, asarUnpack native modules + `@ffmpeg-installer`, extraResources (icons, sounds, sox, **sidecar**, ffmpeg, ollama) |
| `apps/desktop/src/main/update-feed.ts` | Auto-update feed SSOT (canonical Forgejo + legacy GitLab mirror, channels) |
| `release/update-policy.json` | Update policy SSOT (channels, minimum supported version, forced update, delta/full, staged rollout, kill switch) |
| `apps/desktop/src/main/update-policy.ts` | Policy parsing/decision logic |
@ -207,6 +207,8 @@ Version sync is enforced by `scripts/ci/sync-version.mjs` and `verify-release-me
## 10. Resources & tests
- `resources/sox/` — bundled Windows SoX (`sox.exe` + DLLs) for audio capture.
- `resources/ffmpeg/` — optional bundled ffmpeg (CI or manual); `getFfmpegPath()` also resolves the `@ffmpeg-installer/ffmpeg` binary from `app.asar.unpacked`.
- `apps/desktop/sidecar-dist/` — PyInstaller sidecar bundle consumed by `extraResources` (gitignored; built by `npm --prefix apps/desktop run sidecar:build`).
- `resources/icons/` — empty; electron-builder falls back to `build/icon.ico|png`.
- Desktop tests: `apps/desktop/tests/` (vitest unit + playwright e2e), `apps/desktop/test-results/`.
- Mobile tests: `apps/mobile-rn/__tests__/` (57 suites / 353 tests per mobile SSOT), `.maestro/` + `.maestro-output/` E2E evidence. Note: a full parallel Jest run can hit the 5s render timeout on slow machines; re-run the failing spec in isolation before treating it as a regression.

10
docs/map/04-desktop-app.md
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@ -28,8 +28,8 @@ Singleton + `EventEmitter` pattern (`getXService()` accessors).
| Service | Purpose |
|---|---|
| `VoiceModeService` | Orchestrator: 9-state `RecognitionState` + 4-state `AudioState`, dual-condition flush, action queue. Events: session-started/completed/cancelled, transcription-update, audio-level, recognition/audio-state-changed, premium-llm-fallback, error |
| `AudioCaptureService` | Mic PCM16 16kHz mono (SoX on Windows, node-record-lpcm16 elsewhere). Events: audio-data, audio-level, device-changed, started, stopped, error |
| `LocalSTTService` | faster-whisper Python sidecar manager (state machine, dual-flush, model download/cancel) |
| `AudioCaptureService` | Mic PCM16 16kHz mono (bundled SoX on Windows, node-record-lpcm16 elsewhere). Spawns hidden (`windowsHide`); a missing SoX fails with the exact fix command |
| `LocalSTTService` | faster-whisper Python sidecar manager (state machine, dual-flush, model download/cancel, background warm-up, live partial transcription). Connects over IPv4 loopback (`getSidecarBaseUrl`) and fails fast with an actionable message when the bundled engine or virtualenv is missing |
| `HotkeyService` | uiohook-napi global hooking (dictation/hands-free/command/caption). Events: hotkey-pressed/released, double-press, error |
| `TextInsertService` | Clipboard save→set→Ctrl+V→restore via nut-js |
| `SoundEffectService` | Preloaded WAV feedback (start/stop/error/cancel/chime) |
@ -37,7 +37,7 @@ Singleton + `EventEmitter` pattern (`getXService()` accessors).
### STT engine layer (`services/stt/`)
| File | Purpose |
|---|---|
| `STTManager` | Dispatcher across local + 6 cloud providers, auto-fallback (events provider-changed, config-changed, fallback-to-local) |
| `STTManager` | Dispatcher across local + 6 cloud providers, auto-fallback (events provider-changed, config-changed, fallback-to-local). `transcribePartial`/`warmUpLocal` route to the local engine only |
| `types.ts` | `ISTTDriver` contract |
| `audio-utils.ts` | `pcmToWav`, `createProbeWav` |
| `drivers/OpenAI|Groq|Deepgram|AssemblyAI|Google|Custom|D3ROCloud` | Provider drivers; `D3ROCloudDriver` uses Supabase access token |
@ -184,6 +184,8 @@ DB schema (`src/main/db/schema.ts`, drizzle SQLite): `history`, `dictionary`, `s
- Core dictation/LLM/history pipeline: **implemented + tested** (~590 desktop tests; vitest + playwright).
- Cross-platform packaging: Windows NSIS (signed, `forceCodeSigning`), macOS DMG/ZIP arm64 (ad-hoc signing); auto-update via canonical Forgejo feed with update policy (`release/update-policy.json`).
- Local-first AI (SoX + faster-whisper sidecar + bundled Ollama) and cloud paths both present.
- **Local STT is packaged** (`1.3.0`): `electron-builder.yml` `extraResources` copies `sidecar-dist/sidecar` → `resources/sidecar` and `resources/ffmpeg` → `resources/ffmpeg`; `scripts/ci/verify-sidecar-bundle.mjs` gates packaging. Build locally with `npm --prefix apps/desktop run sidecar:setup && npm --prefix apps/desktop run sidecar:build`. The sidecar stays in console mode so `stdout`/`stderr` reach the app log (UTF-8, line-buffered); a packaged sidecar **must** exist or startup fails loudly instead of silently falling back to a system Python.
- All local engine URLs (`LocalSTTService`, `LocalLLMService`, `RAGService`, `OnlineLLMService`, `STTManager`) pass through `src/main/utils/loopback.ts`, which rewrites `localhost` to `127.0.0.1`, because some Windows hosts resolve `localhost` to IPv6 only and local engines bind IPv4.
- Meeting intelligence, RAG, voice conversation (local + Realtime), captions, file transcription: implemented.
- **Ad mediation**: `DirectHouseSponsorAdapter` performs real configurable REST bids; the other 9 adapters remain fail-closed stubs pending official SDKs (see `11-gap-backlog.md` GAP-ADS-01/02).
- Tier resolution now routes through `@d3ro/core/entitlement` (`resolveEntitlement`, `normalizeEntitlementTier`); `useLicenseState.isPro` includes `pro_plus`.
@ -206,3 +208,5 @@ DB schema (`src/main/db/schema.ts`, drizzle SQLite): `history`, `dictionary`, `s
| Renderer shell / routes | `src/renderer/components/AppLayout.tsx` |
| Update feed SSOT | `src/main/update-feed.ts` |
| Update policy SSOT | `release/update-policy.json` + `src/main/update-policy.ts` |
| Path/loopback resolution | `src/main/utils/paths.ts`, `src/main/utils/loopback.ts` |
| Sidecar source / packaging | `sidecar/main.py`, `scripts/setup-sidecar.mjs`, `scripts/build-sidecar.mjs`, `scripts/ci/verify-sidecar-bundle.mjs` |

7
docs/map/10-feature-catalog.md
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@ -16,11 +16,11 @@ Status quick-reference: `[x]` done+verified · `[~]` partial/unverified · `[ ]`
|---|---|---|---|---|---|---|
| CAP-01 | Push-to-talk dictation (hold/release) | [x] | [-] | [x] | [-] | Desktop `VoiceModeService`; mobile RecordScreen via app CTA/notification action (no global hotkey) |
| CAP-02 | Hands-free toggle dictation | [x] | [-] | [x] | [-] | Desktop double-press; mobile toggle |
| CAP-03 | Live partial transcript while recording | [x] | [ ] | [ ] | [-] | Desktop `voice:partialTranscript` + recording-tip |
| CAP-03 | Live partial transcript while recording | [x] | [ ] | [ ] | [-] | Desktop `voice:partialTranscript` + recording-tip; producer added in `1.3.0` (`VoiceModeService._runPartial` → `LocalSTTService.transcribePartial`, 1.5 s cadence / 7.5 s window, never inserted). The row was `[x]` before any producer existed. |
| CAP-04 | Recording waveform + level meter | [x] | [x] | [x] | [-] | Desktop 9-bar cos distribution; mobile audio level |
| CAP-05 | Device/mic selection | [x] | [ ] | [~] | [-] | Desktop config; mobile uses system default |
| CAP-06 | System/loopback audio capture | [x] | [-] | [ ] | [-] | Desktop only (caption source); mobile policy-limited |
| CAP-07 | Local Whisper STT | [x] | [-] | [x] | [-] | Desktop sidecar; mobile on-device Whisper (supported devices) |
| CAP-07 | Local Whisper STT | [x] | [-] | [x] | [-] | Desktop ships the faster-whisper sidecar (`resources/sidecar`, built by `sidecar:build`, verified by `scripts/ci/verify-sidecar-bundle.mjs`), warms it up at app start, and connects over IPv4 loopback; mobile on-device Whisper (supported devices) |
| CAP-08 | Cloud STT (multi-provider) | [x] | [x] | [x] | [x] | Desktop 6 providers + D3RO Cloud; web/mobile via `stt-proxy`; .NET internal gateway |
| CAP-09 | STT auto-fallback + fail-closed | [x] | [x] | [x] | [x] | `STTManager`; SSOT R-021/R-022 GREEN |
| CAP-10 | STT model download/management UI | [x] | [-] | [~] | [-] | Desktop model manager + onboarding; mobile bundled model |
@ -191,7 +191,8 @@ Status quick-reference: `[x]` done+verified · `[~]` partial/unverified · `[ ]`
| INFRA-11 | Docker + NAS deploy | [x] | `docker-compose.nas.yml`, `scripts/deploy-nas.*` |
| INFRA-12 | Cloudflare edge + tunnel | [x] | `server/cloudflare-worker`, Cloudflare Tunnel `kd-nas` |
| INFRA-13 | Site deploy (Cloudflare Pages + GitHub Pages) | [x] | `.forgejo/workflows/deploy-site.yml`, `.github/workflows/deploy-site.yml` |
| INFRA-15 | Update & release system | [x] | Canonical Forgejo feed + channels/policy (`release/update-policy.json`, `src/main/update-policy.ts`), canonical publisher `scripts/ci/publish-forgejo-release.mjs`, legacy GitLab mirror; `npm run release:metadata:test`. v1.1.0 was published to Forgejo on 2026-09-15; product version moved to `1.2.0` as a forward-fix with CI-only publication, a same-version re-release guard, and download centers that link the feed instead of repository paths. |
| INFRA-15 | Update & release system | [x] | Canonical Forgejo feed + channels/policy (`release/update-policy.json`, `src/main/update-policy.ts`), canonical publisher `scripts/ci/publish-forgejo-release.mjs`, legacy GitLab mirror; `npm run release:metadata:test`. v1.1.0 was published to Forgejo on 2026-09-15; product version moved to `1.2.0` as a forward-fix with CI-only publication, a same-version re-release guard, and download centers that link the feed instead of repository paths. `1.3.0` (2026-09-18) carries the local-STT fixes; Windows publication still needs the CI signing secrets (`11` GAP-REL-02). |
| INFRA-16 | Desktop STT engine packaging | [x] | `apps/desktop/scripts/setup-sidecar.mjs` + `build-sidecar.mjs`, `electron-builder.yml` `extraResources` (`sidecar-dist/sidecar` → `resources/sidecar`, `resources/ffmpeg`), and `scripts/ci/verify-sidecar-bundle.mjs` run in `package-windows`/`package-macos` before electron-builder. Verified on the real bundle: `sidecar.exe` + `_internal` including `faster_whisper/assets/silero_vad_v6.onnx`, plus a packaged-engine transcription round-trip on GPU. |
---

12
docs/map/11-gap-backlog.md
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@ -22,7 +22,7 @@ Legend: `[ ]` open · `[~]` in progress · `[!]` blocked externally · `[x]` res
|---|---|---|---|---|
| GAP-QA-01 | Quality | Extreme Red Team: headful end-to-end bug hunting across real desktop Electron, Web Next.js, and CI pipelines. | `red_team_log.md`, `tests/e2e/red_team_cycle*.spec.ts`, `apps/web/e2e/red_team_cycle4_web.spec.ts` | `[x]` 2026-09-15: 18 scenarios executed, 14 defects caught and 100% resolved (infinite chunking loop DEF-008, IPC signature mismatch DEF-004, markdown editor typing rollback DEF-006, Web RSC Link serialization DEF-012, secret scanner lookahead DEF-013, etc.). All 18 scenarios GREEN with zero regressions. |
| GAP-REL-01 | Release | Official release publication to Forgejo and active public download center deployment. | `scripts/ci/publish-forgejo-release.mjs`, `apps/web/src/app/download/page.tsx`, `site/src/sections/Download.tsx`, `apps/web/e2e/red_team_cycle4_web.spec.ts` | `[~]` 2026-09-15: v1.1.0 release assets (`D3RO-Voice-Setup-1.1.0-x64.exe`, `.blockmap`, `latest.yml`, `update-policy.json`) published to canonical Forgejo registry and release hub. 2026-09-16: the published 1.1.0 installer carries no Authenticode signature, so it does not satisfy the release policy; product version moved to `1.2.0` and publication must come from CI with the signing gate GREEN. Download centers in `apps/web` (`/download`) and `site` (`#download`) link the canonical Forgejo feed. |
| GAP-REL-02 | Release | Windows stable publication needs an external public-trust Authenticode PFX, its password, the exact signer subject, and a Forgejo token, none of which live in the repository. | `.forgejo/workflows/release.yml`, `.gitlab-ci.yml`, `scripts/ci/verify-windows-release-artifact.ps1` | `[!]` 2026-09-16: every publisher fails closed without `WIN_CSC_*` and `FORGEJO_TOKEN`; provide them as protected CI secrets, then re-run the `1.2.0` tag pipeline. |
| GAP-REL-02 | Release | Windows stable publication needs an external public-trust Authenticode PFX, its password, the exact signer subject, and a Forgejo token, none of which live in the repository. | `.forgejo/workflows/release.yml`, `.gitlab-ci.yml`, `scripts/ci/verify-windows-release-artifact.ps1` | `[!]` 2026-09-16: every publisher fails closed without `WIN_CSC_*` and `FORGEJO_TOKEN`; provide them as protected CI secrets, then re-run the tag pipeline. Still open as of `1.3.0` (2026-09-18): the `v1.3.0` tag must be built by CI with the signing gate GREEN. Local packaging cannot produce a signed installer (`forceCodeSigning: true`). |
| GAP-ADS-01 | Ads | 9 of 10 desktop ad adapters still extend `UnavailableAdAdapter` (`provider_not_integrated`). | `apps/desktop/src/main/services/ads/*` | `[~]` 2026-09-13: `DirectHouseSponsorAdapter` is now a real configurable REST adapter (bid/impression/click/reward via `endpointUrl`; fail-closed when unconfigured; 22 unit tests GREEN). Remaining 9 need official SDKs/authenticated endpoints. |
| GAP-ADS-02 | Ads | Desktop mediation reward accounting is not wired to license quota (`claimReward` still returns no tokens). | `AdMediationEngine.ts`, `AppLayout.tsx` | Wire verified `reportRewardCompletion` to `LicenseService` quota after the direct sponsor endpoint exists. |
| GAP-ID-01 | Identity | Supabase, .NET JWT/SQLite, and the desktop offline license each had their own tier/role shape. | `@d3ro/core/entitlement`, `LicenseService`, `entitlement-context` | `[~]` 2026-09-13: canonical `EntitlementSnapshot` + `resolveEntitlement` added with tests; desktop tier normalization + `isPro` fixed. Full adoption tracked as GAP-ID-02. |
@ -42,6 +42,12 @@ Legend: `[ ]` open · `[~]` in progress · `[!]` blocked externally · `[x]` res
| GAP-PUSH-02 | Push | Nothing triggered `send-push?mode=drain`; enqueued notifications never left the outbox. | `server/cloudflare-worker/src/push-drain.ts`, `wrangler.toml` | `[x]` 2026-09-13: Cloudflare Cron Trigger (`* * * * *`) drains the outbox; tests in CI. Requires `SUPABASE_URL` + `SUPABASE_SERVICE_ROLE_KEY` secret on the worker. |
| GAP-PUSH-03 | Push | Mobile/web clients register only `fcm`; no service worker subscription or APNs device token. | `apps/mobile-rn/src/features/notifications/*`, `apps/web` | Add web service worker + `pushManager.subscribe` (store JSON subscription) and iOS APNs token registration. |
| GAP-PUSH-04 | Push | Android still depends on FCM (`google-services.json`). | `apps/mobile-rn/android`, `send-push` | Decide: minimal Firebase project, or UnifiedPush/ntfy. See `docs/deployment/push-transport-without-firebase.md`. |
| GAP-STT-01 | Local STT | Packaged desktop builds shipped **no** faster-whisper sidecar: `electron-builder.yml` had no `extraResources` entry for it and no pipeline job built it. Local transcription was impossible on any installed build; the app fell back to a system Python without the runtime. | `apps/desktop/electron-builder.yml`, `.gitlab-ci.yml`, `apps/desktop/scripts/build-sidecar.mjs` | `[x]` 2026-09-18: sidecar bundled via `extraResources` (`sidecar-dist/sidecar` → `resources/sidecar`), `sidecar:setup`/`sidecar:build` scripts, and `scripts/ci/verify-sidecar-bundle.mjs` fails packaging when the engine or its Silero VAD data is missing. Verified on the real 242 MB bundle. |
| GAP-STT-02 | Local STT | Dev resolved the sidecar/SoX paths against the Vite output dir (`out/main`), so the sidecar ran a Python without faster-whisper and SoX recording died with `spawn sox ENOENT`. | `apps/desktop/src/main/utils/paths.ts`, `apps/desktop/tests/main/utils/paths.test.ts` | `[x]` 2026-09-18: app root is discovered by walking up for app markers; packaged mode fails loudly instead of silently falling back. Unit tests pin both branches. |
| GAP-STT-03 | Local engines | On hosts where `localhost` resolves only to IPv6, every local engine call (STT sidecar and Ollama) was refused. Audio capture and local LLM appeared dead. | `apps/desktop/src/main/utils/loopback.ts`, `LocalSTTService`, `LocalLLMService`, `RAGService`, `OnlineLLMService`, `STTManager` | `[x]` 2026-09-18: loopback normalization to `127.0.0.1` for all local engine URLs; defaults updated; 9 unit tests. Verified against the live sidecar and Ollama on a host with an IPv6-only `localhost`. |
| GAP-STT-04 | Local STT | Live partial transcript (`CAP-03`, `voice:partialTranscript`) was marked done but had **no producer**: the channel, popup UI, and preload existed, nothing ever emitted. | `apps/desktop/src/main/services/VoiceModeService.ts`, `LocalSTTService.transcribePartial`, `STTManager.transcribePartial` | `[x]` 2026-09-18: 1.5 s cadence over a 7.5 s trailing window, greedy decode, drained before the final transcription; never inserted. |
| GAP-STT-05 | Local STT | The bundled sidecar lacked faster-whisper's Silero VAD data, so `vad_filter=true` transcription would have failed at runtime even with the engine bundled. | `apps/desktop/scripts/build-sidecar.mjs`, `scripts/ci/verify-sidecar-bundle.mjs` | `[x]` 2026-09-18: `--collect-all faster_whisper` plus a packaging-time presence check for `assets/silero_vad_v6.onnx`. |
| GAP-STT-06 | Local STT | Decode settings were untuned: previous-text conditioning let repeated hallucinations compound, and no VAD parameters meant slow, uneven segments. | `apps/desktop/sidecar/main.py` | `[x]` 2026-09-18: `condition_on_previous_text=false`, bounded low-temperature fallback, `no_speech`/`compression_ratio`/`log_prob` thresholds, 300 ms silence trimming. Same transcript, ~5x faster on the reference machine (7.7 s audio: 1609 ms → 303 ms). |
---
@ -97,7 +103,9 @@ These are the mobile SSOT rows still `[ ]` / `[~]`. Do not duplicate the full te
## 5. Quick "is X done?" lookup
- **Desktop local dictation / LLM / history / meetings / RAG / conversation:** yes, tested. Ads: one real adapter, rest stubs.
- **Desktop local dictation / LLM / history / meetings / RAG / conversation:** local
dictation works in dev **and** in packaged builds as of `1.3.0` (engine bundled, paths
fixed, IPv4 loopback). Ads: one real adapter, rest stubs.
- **Web console:** yes, feature-complete for server-shared data; knowledge upload/search and team feed implemented.
- **Mobile:** code complete for most flows and tested locally; blocked mainly by external store/console gates, plus a11y and some E2E depth.
- **Backend:** fail-closed AI proxies, RLS, billing, ads SSV implemented; push transports (FCM + webpush + APNs) and cron drain implemented.