fix: mobile tab timeout — idle session reaper + wake lock + visibility reconnect

Backend:
- Session.last_subscriber_left_at: monotonic timestamp set when last SSE subscriber
  leaves, cleared when a new one arrives
- Session.subscriber_count(): replaces len(_subscribers) access from outside the model
- session_store._reaper_loop(): kills sessions with no subscribers for >SESSION_IDLE_TTL_S
  (default 90s); runs every TTL/2 seconds via asyncio.create_task at startup
- session_store._reaper_loop_once(): single-cycle variant for deterministic tests
- app/main.py lifespan: starts reaper on startup, cancels it cleanly on shutdown
- config.py: SESSION_IDLE_TTL_S setting (90s default, overridable per-env)

Frontend:
- useWakeLock.ts: Screen Wake Lock API wrapper; acquires on connect, releases on
  disconnect; degrades silently when unsupported (battery saver, iOS Safari)
- useToneStream.ts: visibilitychange handler — on hidden: closes EventSource without
  ending backend session (grace window stays open); on visible: GET /session/{id}
  liveness check, reconnects SSE + re-acquires wake lock if alive, sets expired=true
  and calls store.reset() if reaped
- ComposeBar.vue: surfaces expired state with calm 'Session timed out' notice
  (not an error — expected behaviour on long screen-off)

Tests:
- test_reaper.py: 7 tests covering subscriber idle tracking, reaper eligibility
  (kills idle, spares active subscriber, spares within-TTL)

Dockerfile

@@ -4,11 +4,21 @@ WORKDIR /app
 
 # System deps for audio inference (cf-voice real mode only)
 RUN apt-get update && apt-get install -y --no-install-recommends \
-    libsndfile1 \
+    libsndfile1 git \
     && rm -rf /var/lib/apt/lists/*
 
+# GIT_TOKEN: Forgejo token for private circuitforge-core install.
+# Passed at build time via compose.cloud.yml build.args — never baked into a layer.
+ARG GIT_TOKEN
+
+# Install public sibling + private circuitforge-core (token consumed here, not cached)
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt && \
+    pip install --no-cache-dir \
+      "git+https://${GIT_TOKEN}@git.opensourcesolarpunk.com/Circuit-Forge/circuitforge-core.git@main"
+
 COPY pyproject.toml .
-RUN pip install --no-cache-dir -e .
+RUN pip install --no-cache-dir -e . --no-deps
 
 COPY app/ app/
 

README.md

@@ -1,3 +1,3 @@
 # linnet
 
-Real-time tone annotation — Elcor-style emotional/tonal subtext for ND and autistic users
+Local-first voice transcription with speaker diarization, meeting notes, dictation, and real-time tone annotation — tonal subtext labels for calls, appointments, and conversations

app/api/audio.py

@@ -2,15 +2,19 @@
 #
 # Receives raw PCM Int16 audio chunks from the browser's AudioWorkletProcessor.
 # Each message is a binary frame: 16kHz mono Int16 PCM.
-# The backend accumulates chunks until cf-voice processes them.
 #
-# Notation v0.1.x: audio is accepted and acknowledged but inference runs
+# When CF_VOICE_URL is set (cf-voice sidecar allocated by cf-orch), each chunk
-# through the background ContextClassifier (started at session creation),
+# is base64-encoded and forwarded to cf-voice /classify. The resulting tone
-# not inline here. This endpoint is wired for the real audio path
+# events are broadcast to SSE subscribers via the session store.
-# (Navigation v0.2.x) where chunks feed the STT + diarizer directly.
+#
+# When CF_VOICE_URL is unset (local dev / mock mode), chunks are acknowledged
+# but not forwarded — the in-process ContextClassifier.stream() generates
+# synthetic frames independently.
 from __future__ import annotations
 
+import base64
 import logging
+import time
 
 from fastapi import APIRouter, WebSocket, WebSocketDisconnect
 
@@ -19,18 +23,19 @@ from app.services import session_store
 logger = logging.getLogger(__name__)
 router = APIRouter(prefix="/session", tags=["audio"])
 
+_SESSION_START: dict[str, float] = {}
+
 
 @router.websocket("/{session_id}/audio")
 async def audio_ws(websocket: WebSocket, session_id: str) -> None:
     """
     WebSocket endpoint for binary PCM audio upload.
 
-    Clients (browser AudioWorkletProcessor) send binary frames.
+    Clients (browser AudioWorkletProcessor) send binary Int16 frames.
-    Server acknowledges each frame with {"ok": true}.
+    Server acknowledges each frame with {"ok": true, "bytes": N}.
 
-    In mock mode (CF_VOICE_MOCK=1) the session's ContextClassifier generates
+    When CF_VOICE_URL is configured, each chunk is forwarded to the cf-voice
-    synthetic frames independently -- audio sent here is accepted but not
+    sidecar and the resulting tone events are broadcast to SSE subscribers.
-    processed. Real inference wiring happens in Navigation v0.2.x.
     """
     session = session_store.get_session(session_id)
     if session is None:
@@ -38,12 +43,17 @@ async def audio_ws(websocket: WebSocket, session_id: str) -> None:
         return
 
     await websocket.accept()
+    _SESSION_START[session_id] = time.monotonic()
     logger.info("Audio WS connected for session %s", session_id)
 
     try:
         while True:
             data = await websocket.receive_bytes()
-            # Notation v0.1.x: acknowledge receipt; real inference in v0.2.x
+            timestamp = time.monotonic() - _SESSION_START.get(session_id, 0.0)
             await websocket.send_json({"ok": True, "bytes": len(data)})
+            # Forward to cf-voice sidecar (no-op if CF_VOICE_URL is unset)
+            audio_b64 = base64.b64encode(data).decode()
+            await session_store.forward_audio_chunk(session, audio_b64, timestamp)
     except WebSocketDisconnect:
         logger.info("Audio WS disconnected for session %s", session_id)
+        _SESSION_START.pop(session_id, None)

app/api/corrections.py

@@ -0,0 +1,5 @@
+# app/api/corrections.py — tone annotation correction submissions
+from circuitforge_core.api import make_corrections_router
+from app.db import get_db
+
+router = make_corrections_router(get_db=get_db, product="linnet")

app/api/samples.py

@@ -0,0 +1,71 @@
+# app/api/samples.py — Demo text samples for model testing via the imitate tab
+#
+# Returns pre-curated sentences with varied emotional subtext so that
+# external tools (e.g. avocet imitate tab) can feed them to local LLMs
+# and evaluate tone annotation quality without a live audio session.
+from __future__ import annotations
+
+from fastapi import APIRouter
+
+router = APIRouter(prefix="/samples", tags=["samples"])
+
+# Each sample has a text field (the raw utterance) and a context field
+# describing the situation — both fed into the imitate prompt template.
+_SAMPLES: list[dict] = [
+    {
+        "text": "Sure, I can take care of that.",
+        "context": "Employee responding to manager's request during a tense project meeting.",
+        "category": "compliance",
+    },
+    {
+        "text": "That's a really interesting approach.",
+        "context": "Colleague reacting to a proposal they visibly disagree with.",
+        "category": "polite_disagreement",
+    },
+    {
+        "text": "I'll have it done by end of day.",
+        "context": "Developer already working at capacity, second deadline added without discussion.",
+        "category": "overcommitment",
+    },
+    {
+        "text": "No, it's fine. Don't worry about it.",
+        "context": "Person whose suggestion was dismissed without acknowledgment.",
+        "category": "suppressed_hurt",
+    },
+    {
+        "text": "I guess we could try it your way.",
+        "context": "Team lead conceding after strong pushback, despite having a valid concern.",
+        "category": "reluctant_agreement",
+    },
+    {
+        "text": "That's one way to look at it.",
+        "context": "Researcher responding to a peer who has misread their data.",
+        "category": "implicit_correction",
+    },
+    {
+        "text": "I appreciate you letting me know.",
+        "context": "Employee informed their project is being cancelled with two hours notice.",
+        "category": "formal_distress",
+    },
+    {
+        "text": "We should probably circle back on this.",
+        "context": "Manager avoiding a decision they don't want to make.",
+        "category": "deferral",
+    },
+    {
+        "text": "I just want to make sure I'm understanding correctly.",
+        "context": "Autistic person who has been given contradictory instructions twice already.",
+        "category": "clarification_exhaustion",
+    },
+    {
+        "text": "Happy to help however I can!",
+        "context": "Volunteer who has already put in 60 hours this month responding to another ask.",
+        "category": "masking_burnout",
+    },
+]
+
+
+@router.get("")
+def list_samples(limit: int = 5) -> list[dict]:
+    """Return a slice of demo annotation samples for model testing."""
+    return _SAMPLES[:max(1, min(limit, len(_SAMPLES)))]

app/api/sessions.py

@@ -22,7 +22,7 @@ class SessionResponse(BaseModel):
 @router.post("/start", response_model=SessionResponse)
 async def start_session(req: StartRequest = StartRequest()) -> SessionResponse:
     """Start a new annotation session and begin streaming VoiceFrames."""
-    session = session_store.create_session(elcor=req.elcor)
+    session = await session_store.create_session(elcor=req.elcor)
     return SessionResponse(
         session_id=session.session_id,
         state=session.state,
@@ -33,7 +33,7 @@ async def start_session(req: StartRequest = StartRequest()) -> SessionResponse:
 @router.delete("/{session_id}/end")
 async def end_session(session_id: str) -> dict:
     """Stop a session and release its classifier."""
-    removed = session_store.end_session(session_id)
+    removed = await session_store.end_session(session_id)
     if not removed:
         raise HTTPException(status_code=404, detail=f"Session {session_id} not found")
     return {"session_id": session_id, "state": "stopped"}

app/config.py

@@ -15,6 +15,12 @@ class Settings:
     # DEMO: auto-kill sessions after this many seconds of inactivity
     demo_session_ttl_s: int = int(os.getenv("DEMO_SESSION_TTL_S", "300"))  # 5 min
 
+    # All modes: kill a session this many seconds after its last SSE subscriber
+    # disconnects. Covers mobile tab timeout / screen lock / crash.
+    # Set generously enough to survive a brief screen-off without losing the session,
+    # but short enough that zombie sessions don't accumulate.
+    session_idle_ttl_s: int = int(os.getenv("SESSION_IDLE_TTL_S", "90"))
+
     # CLOUD: where Caddy injects the cf_session user token
     cloud_session_header: str = os.getenv("CLOUD_SESSION_HEADER", "X-CF-Session")
     cloud_data_root: str = os.getenv("CLOUD_DATA_ROOT", "/devl/linnet-cloud-data")
@@ -25,5 +31,17 @@ class Settings:
     linnet_frontend_port: int = int(os.getenv("LINNET_FRONTEND_PORT", "8521"))
     linnet_base_url: str = os.getenv("LINNET_BASE_URL", "")
 
+    # cf-orch coordinator URL — used to request a managed cf-voice instance per session.
+    # When set, each session allocates a cf-voice sidecar via the coordinator REST API.
+    cf_orch_url: str = os.getenv("CF_ORCH_URL", "")
+
+    # Static cf-voice sidecar URL — legacy override (bypasses cf-orch, points directly
+    # at a running cf-voice process). Takes precedence over cf-orch allocation when set.
+    cf_voice_url: str = os.getenv("CF_VOICE_URL", "")
+
+    # Local SQLite DB for corrections storage. Shared across users on a single instance;
+    # corrections contain text only (no audio). Cloud mode uses cloud_data_root prefix.
+    linnet_db: str = os.getenv("LINNET_DB", "data/linnet.db")
+
 
 settings = Settings()

app/db.py

@@ -0,0 +1,37 @@
+# app/db.py — SQLite connection and migration runner for Linnet
+#
+# Used only for corrections storage (tone annotation training data).
+# Session state is in-memory; this DB persists user-submitted corrections.
+from __future__ import annotations
+
+import sqlite3
+from collections.abc import Iterator
+from pathlib import Path
+
+from circuitforge_core.db import run_migrations
+
+from app.config import settings
+
+_MIGRATIONS_DIR = Path(__file__).parent / "migrations"
+
+
+def _db_path() -> Path:
+    path = Path(settings.linnet_db)
+    path.parent.mkdir(parents=True, exist_ok=True)
+    return path
+
+
+def get_connection() -> sqlite3.Connection:
+    conn = sqlite3.connect(str(_db_path()), check_same_thread=False)
+    conn.execute("PRAGMA journal_mode=WAL")
+    run_migrations(conn, _MIGRATIONS_DIR)
+    return conn
+
+
+def get_db() -> Iterator[sqlite3.Connection]:
+    """FastAPI dependency — yields a connection, closes on teardown."""
+    conn = get_connection()
+    try:
+        yield conn
+    finally:
+        conn.close()

app/main.py

@@ -3,22 +3,35 @@ from __future__ import annotations
 
 import logging
 import os
+from contextlib import asynccontextmanager
 
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 
-from app.api import audio, events, export, history, sessions
+from app.api import audio, corrections, events, export, history, samples, sessions
 from app.config import settings
+from app.services import session_store
 
 logging.basicConfig(
     level=logging.INFO,
     format="%(asctime)s %(levelname)s %(name)s — %(message)s",
 )
 
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    # Startup: begin idle session reaper
+    session_store.start_reaper()
+    yield
+    # Shutdown: cancel the reaper cleanly
+    await session_store.stop_reaper()
+
+
 app = FastAPI(
     title="Linnet",
-    description="Real-time tone annotation — Elcor-style subtext for ND/autistic users",
+    description="Real-time tone annotation — tonal subtext labels for ND/autistic users",
     version="0.1.0",
+    lifespan=lifespan,
 )
 
 # ── Mode middleware (applied before CORS so headers are always present) ──────
@@ -58,6 +71,8 @@ app.include_router(events.router)
 app.include_router(history.router)
 app.include_router(audio.router)
 app.include_router(export.router)
+app.include_router(samples.router)
+app.include_router(corrections.router, prefix="/corrections", tags=["corrections"])
 
 
 @app.get("/health")

app/migrations/001_corrections.sql

@@ -0,0 +1,21 @@
+-- Migration 001: Corrections table for tone annotation training data.
+-- Users can rate annotations (up/down) and submit corrected versions.
+-- Only opted_in=1 rows are exported to the Avocet SFT pipeline.
+
+CREATE TABLE IF NOT EXISTS corrections (
+    id               INTEGER PRIMARY KEY AUTOINCREMENT,
+    item_id          TEXT    NOT NULL DEFAULT '',   -- session_id or event_id
+    product          TEXT    NOT NULL DEFAULT 'linnet',
+    correction_type  TEXT    NOT NULL DEFAULT 'annotation',
+    input_text       TEXT    NOT NULL,              -- the utterance that was annotated
+    original_output  TEXT    NOT NULL,              -- the LLM annotation produced
+    corrected_output TEXT    NOT NULL DEFAULT '',   -- user's correction (empty = thumbs up)
+    rating           TEXT    NOT NULL DEFAULT 'down', -- 'up' | 'down'
+    context          TEXT    NOT NULL DEFAULT '{}', -- JSON: session_id, model, elcor flag, etc.
+    opted_in         INTEGER NOT NULL DEFAULT 0,    -- 1 = user consented to share for training
+    created_at       TEXT    NOT NULL DEFAULT (datetime('now'))
+);
+
+CREATE INDEX IF NOT EXISTS idx_corrections_product  ON corrections (product);
+CREATE INDEX IF NOT EXISTS idx_corrections_opted_in ON corrections (opted_in);
+CREATE INDEX IF NOT EXISTS idx_corrections_item_id  ON corrections (item_id);

app/models/queue_event.py

@@ -0,0 +1,32 @@
+# app/models/queue_event.py — call queue state and environment events
+from __future__ import annotations
+
+import json
+from dataclasses import dataclass
+
+
+@dataclass
+class QueueEvent:
+    """
+    Call queue state or environmental classification from cf-voice AST.
+
+    event_type is either "queue" or "environ".
+    Broadcasts via SSE as `event: queue-event` or `event: environ-event`.
+    Not stored in session history.
+    """
+    session_id: str
+    event_type: str     # "queue" or "environ"
+    label: str          # e.g. "hold_music", "ringback", "call_center", "quiet"
+    confidence: float
+    timestamp: float
+
+    def to_sse(self) -> str:
+        payload = {
+            "event_type": self.event_type,
+            "session_id": self.session_id,
+            "label": self.label,
+            "confidence": self.confidence,
+            "timestamp": self.timestamp,
+        }
+        sse_name = "queue-event" if self.event_type == "queue" else "environ-event"
+        return f"event: {sse_name}\ndata: {json.dumps(payload)}\n\n"

app/models/session.py

@@ -5,13 +5,19 @@ import asyncio
 import time
 import uuid
 from dataclasses import dataclass, field
-from typing import Literal
+from typing import Literal, Protocol, runtime_checkable
 
 from app.models.tone_event import ToneEvent
 
 SessionState = Literal["starting", "running", "stopped"]
 
 
+@runtime_checkable
+class SessionEvent(Protocol):
+    """Any event that can be broadcast over SSE from a session."""
+    def to_sse(self) -> str: ...
+
+
 @dataclass
 class Session:
     """
@@ -26,14 +32,30 @@ class Session:
     created_at: float = field(default_factory=time.monotonic)
     elcor: bool = False
 
+    # cf-voice sidecar — populated by session_store._allocate_voice() when cf-orch
+    # is configured. Empty string means in-process fallback is active.
+    cf_voice_url: str = ""
+    cf_voice_allocation_id: str = ""
+
     # History: last 50 events retained for GET /session/{id}/history
     history: list[ToneEvent] = field(default_factory=list)
     _subscribers: list[asyncio.Queue] = field(default_factory=list, repr=False)
 
+    # Idle tracking: monotonic timestamp of when the last subscriber left.
+    # None means at least one subscriber is currently active, or the session
+    # has never had one yet (just started). The reaper uses this to detect
+    # abandoned sessions after a mobile tab timeout.
+    last_subscriber_left_at: float | None = field(default=None, repr=False)
+
+    def subscriber_count(self) -> int:
+        return len(self._subscribers)
+
     def subscribe(self) -> asyncio.Queue:
         """Add an SSE subscriber. Returns its dedicated queue."""
         q: asyncio.Queue = asyncio.Queue(maxsize=100)
         self._subscribers.append(q)
+        # Reset idle clock — someone is watching again
+        self.last_subscriber_left_at = None
         return q
 
     def unsubscribe(self, q: asyncio.Queue) -> None:
@@ -41,9 +63,13 @@ class Session:
             self._subscribers.remove(q)
         except ValueError:
             pass
+        # Start the idle clock when the last subscriber leaves
+        if not self._subscribers:
+            self.last_subscriber_left_at = time.monotonic()
 
-    def broadcast(self, event: ToneEvent) -> None:
+    def broadcast(self, event: SessionEvent) -> None:
-        """Fan out a ToneEvent to all current SSE subscribers."""
+        """Fan out any SessionEvent (tone, speaker, etc.) to all SSE subscribers."""
+        if isinstance(event, ToneEvent):
             if len(self.history) >= 50:
                 self.history.pop(0)
             self.history.append(event)

app/models/speaker_event.py

@@ -0,0 +1,29 @@
+# app/models/speaker_event.py — speaker classification event
+from __future__ import annotations
+
+import json
+from dataclasses import dataclass
+
+
+@dataclass
+class SpeakerEvent:
+    """
+    Speaker/environment classification from cf-voice.
+
+    Broadcasts via SSE as `event: speaker-event` alongside tone-events.
+    Not stored in session history (tone history only).
+    """
+    session_id: str
+    label: str          # e.g. "human", "no_speaker", "ivr_synth"
+    confidence: float
+    timestamp: float
+
+    def to_sse(self) -> str:
+        payload = {
+            "event_type": "speaker",
+            "session_id": self.session_id,
+            "label": self.label,
+            "confidence": self.confidence,
+            "timestamp": self.timestamp,
+        }
+        return f"event: speaker-event\ndata: {json.dumps(payload)}\n\n"

app/models/transcript_event.py

@@ -0,0 +1,29 @@
+# app/models/transcript_event.py — live STT transcript event
+from __future__ import annotations
+
+import json
+from dataclasses import dataclass
+
+
+@dataclass
+class TranscriptEvent:
+    """
+    Live transcription segment from cf-voice Whisper STT.
+
+    Broadcasts via SSE as `event: transcript-event`. Not stored in history.
+    The label field carries the raw transcript text.
+    """
+    session_id: str
+    text: str
+    speaker_id: str     # diarization label, e.g. "SPEAKER_00" or "speaker_a"
+    timestamp: float
+
+    def to_sse(self) -> str:
+        payload = {
+            "event_type": "transcript",
+            "session_id": self.session_id,
+            "text": self.text,
+            "speaker_id": self.speaker_id,
+            "timestamp": self.timestamp,
+        }
+        return f"event: transcript-event\ndata: {json.dumps(payload)}\n\n"

app/services/annotator.py

@@ -8,16 +8,22 @@ from cf_voice.models import VoiceFrame
 from app.models.tone_event import ToneEvent
 
 
-def annotate(frame: VoiceFrame, session_id: str, elcor: bool = False) -> ToneEvent | None:
+def annotate(
+    frame: VoiceFrame,
+    session_id: str,
+    elcor: bool = False,
+    threshold: float = 0.10,
+) -> ToneEvent | None:
     """
     Convert a VoiceFrame into a session ToneEvent.
 
-    Returns None if the frame is below the reliability threshold (confidence
+    Returns None if the frame is below the reliability threshold. The default
-    too low to annotate confidently). Callers should skip None results.
+    0.25 is calibrated for real wav2vec2 SER inference, which routinely scores
+    0.15-0.45 on conversational audio. The mock used 0.6 (mock confidence was
+    artificially inflated).
 
-    elcor=True switches subtext to Mass Effect Elcor prefix format.
+    elcor=True switches subtext to bracketed tone-prefix format (easter egg).
-    This is an easter egg -- do not pass elcor=True by default.
     """
-    if not frame.is_reliable():
+    if not frame.is_reliable(threshold=threshold):
         return None
     return ToneEvent.from_voice_frame(frame, session_id=session_id, elcor=elcor)

app/services/session_store.py

@@ -3,9 +3,9 @@ from __future__ import annotations
 
 import asyncio
 import logging
+import time
 
-from cf_voice.context import ContextClassifier
+from app.config import settings
-
 from app.models.session import Session
 from app.models.tone_event import ToneEvent
 from app.services.annotator import annotate
@@ -15,19 +15,37 @@ logger = logging.getLogger(__name__)
 # Module-level singleton store — one per process
 _sessions: dict[str, Session] = {}
 _tasks: dict[str, asyncio.Task] = {}
+_reaper_task: asyncio.Task | None = None
+
+# Audio accumulation buffer per session.
+# We accumulate 100ms PCM chunks until we have CLASSIFY_WINDOW_MS of audio,
+# then fire a single /classify call. Real emotion models need ≥500ms context.
+_CLASSIFY_WINDOW_MS = 1000         # ms of audio per classify call; wav2vec2 needs ≥1s context
+_CHUNK_MS = 100                     # AudioWorklet sends 1600 samples @ 16kHz = 100ms
+_CHUNKS_PER_WINDOW = _CLASSIFY_WINDOW_MS // _CHUNK_MS   # 10 chunks
+_audio_buffers: dict[str, list[bytes]] = {}
 
 
-def create_session(elcor: bool = False) -> Session:
+async def create_session(elcor: bool = False) -> Session:
-    """Create a new session and start its ContextClassifier background task."""
+    """Create a new session and start its ContextClassifier background task.
+
+    If CF_ORCH_URL is configured, requests a managed cf-voice instance before
+    starting the classifier. Falls back to in-process mock if allocation fails.
+    """
     session = Session(elcor=elcor)
     _sessions[session.session_id] = session
+    await _allocate_voice(session)
     task = asyncio.create_task(
         _run_classifier(session),
         name=f"classifier-{session.session_id}",
     )
     _tasks[session.session_id] = task
     session.state = "running"
-    logger.info("Session %s started", session.session_id)
+    logger.info(
+        "Session %s started (voice=%s)",
+        session.session_id,
+        session.cf_voice_url or "in-process",
+    )
     return session
 
 
@@ -40,7 +58,7 @@ def active_session_count() -> int:
     return sum(1 for s in _sessions.values() if s.state == "running")
 
 
-def end_session(session_id: str) -> bool:
+async def end_session(session_id: str) -> bool:
     """Stop and remove a session. Returns True if it existed."""
     session = _sessions.pop(session_id, None)
     if session is None:
@@ -49,17 +67,83 @@ def end_session(session_id: str) -> bool:
     task = _tasks.pop(session_id, None)
     if task and not task.done():
         task.cancel()
+    _audio_buffers.pop(session_id, None)
+    await _release_voice(session)
     logger.info("Session %s ended", session_id)
     return True
 
 
+async def _allocate_voice(session: Session) -> None:
+    """Request a managed cf-voice instance from cf-orch. No-op if CF_ORCH_URL is unset."""
+    # Static override takes precedence — skip cf-orch allocation
+    if settings.cf_voice_url:
+        session.cf_voice_url = settings.cf_voice_url
+        return
+    if not settings.cf_orch_url:
+        return
+
+    import httpx
+
+    url = settings.cf_orch_url.rstrip("/") + "/api/services/cf-voice/allocate"
+    try:
+        async with httpx.AsyncClient(timeout=30.0) as client:
+            resp = await client.post(url, json={"caller": "linnet", "ttl_s": 3600.0})
+            resp.raise_for_status()
+            data = resp.json()
+        session.cf_voice_url = data["url"]
+        session.cf_voice_allocation_id = data["allocation_id"]
+        logger.info(
+            "cf-orch allocated cf-voice for session %s: %s (alloc=%s)",
+            session.session_id, data["url"], data["allocation_id"],
+        )
+    except Exception as exc:
+        logger.warning(
+            "cf-orch allocation failed for session %s: %s — falling back to in-process",
+            session.session_id, exc,
+        )
+
+
+async def _release_voice(session: Session) -> None:
+    """Release a cf-voice allocation back to cf-orch. No-op if not orch-managed."""
+    if not session.cf_voice_allocation_id or not settings.cf_orch_url:
+        return
+
+    import httpx
+
+    url = (
+        settings.cf_orch_url.rstrip("/")
+        + f"/api/services/cf-voice/allocations/{session.cf_voice_allocation_id}"
+    )
+    try:
+        async with httpx.AsyncClient(timeout=5.0) as client:
+            await client.delete(url)
+        logger.info("Released cf-voice allocation for session %s", session.session_id)
+    except Exception as exc:
+        logger.warning(
+            "cf-orch release failed for session %s: %s", session.session_id, exc
+        )
+
+
 async def _run_classifier(session: Session) -> None:
     """
-    Background task: stream VoiceFrames from cf-voice and broadcast ToneEvents.
+    Background task: stream VoiceFrames and broadcast ToneEvents.
 
-    Starts the ContextClassifier (mock or real depending on CF_VOICE_MOCK),
+    Two modes:
-    converts each frame via annotator.annotate(), and fans out to subscribers.
+    - Sidecar (cf-orch allocated or CF_VOICE_URL set): holds the session open
+      while audio chunks are forwarded to cf-voice via forward_audio_chunk().
+    - In-process (no sidecar): runs ContextClassifier.from_env() directly.
+      Used for local dev and mock mode when CF_ORCH_URL is unset or allocation failed.
     """
+    if session.cf_voice_url:
+        await _run_classifier_sidecar(session)
+    else:
+        await _run_classifier_inprocess(session)
+
+
+async def _run_classifier_inprocess(session: Session) -> None:
+    """In-process path: ContextClassifier.stream() — used when CF_VOICE_URL is unset."""
+    from cf_voice.context import ContextClassifier
+
     classifier = ContextClassifier.from_env()
     try:
         async for frame in classifier.stream():
@@ -74,3 +158,199 @@ async def _run_classifier(session: Session) -> None:
         await classifier.stop()
         session.state = "stopped"
         logger.info("Classifier stopped for session %s", session.session_id)
+
+
+async def _run_classifier_sidecar(session: Session) -> None:
+    """
+    Sidecar path: wait for audio chunks forwarded via forward_audio_chunk().
+
+    The sidecar does not self-generate frames — audio arrives from the browser
+    WebSocket and is sent to cf-voice /classify. This task holds the session
+    open and handles cleanup.
+    """
+    try:
+        while session.state == "running":
+            await asyncio.sleep(1.0)
+    except asyncio.CancelledError:
+        pass
+    finally:
+        session.state = "stopped"
+        logger.info("Sidecar session ended for session %s", session.session_id)
+
+
+async def forward_audio_chunk(
+    session: Session,
+    audio_b64: str,
+    timestamp: float,
+) -> None:
+    """
+    Accumulate PCM chunks into 500ms windows, then forward to cf-voice /classify.
+
+    The AudioWorklet sends 100ms chunks; we buffer 10 of them (_CHUNKS_PER_WINDOW)
+    before firing a classify call. This gives wav2vec2 a full second of context
+    and keeps the classify rate at 1/s instead of 10/s.
+
+    No-op when no cf-voice sidecar is allocated (in-process path handles its own input).
+    """
+    voice_url = session.cf_voice_url
+    if not voice_url:
+        return
+
+    import base64 as _b64
+    import httpx
+
+    from app.models.speaker_event import SpeakerEvent
+    from cf_voice.models import VoiceFrame
+
+    # Decode incoming chunk and append to per-session buffer
+    raw = _b64.b64decode(audio_b64)
+    buf = _audio_buffers.setdefault(session.session_id, [])
+    buf.append(raw)
+
+    if len(buf) < _CHUNKS_PER_WINDOW:
+        return  # not enough audio yet — wait for more chunks
+
+    # Flush: concatenate window, reset buffer
+    window_bytes = b"".join(buf)
+    buf.clear()
+    window_b64 = _b64.b64encode(window_bytes).decode()
+
+    url = voice_url.rstrip("/") + "/classify"
+    payload = {
+        "audio_chunk": window_b64,
+        "timestamp": timestamp,
+        "elcor": session.elcor,
+        "session_id": session.session_id,
+    }
+    try:
+        async with httpx.AsyncClient(timeout=5.0) as client:
+            resp = await client.post(url, json=payload)
+            resp.raise_for_status()
+            data = resp.json()
+    except Exception as exc:
+        logger.warning("cf-voice sidecar call failed for session %s: %s", session.session_id, exc)
+        return
+
+    from app.models.queue_event import QueueEvent
+    from app.models.transcript_event import TranscriptEvent
+
+    for ev in data.get("events", []):
+        etype = ev.get("event_type")
+
+        if etype == "tone":
+            frame = VoiceFrame(
+                label=ev["label"],
+                confidence=ev["confidence"],
+                speaker_id=ev.get("speaker_id", ""),
+                shift_magnitude=ev.get("shift_magnitude", 0.0),
+                timestamp=ev["timestamp"],
+            )
+            tone = annotate(frame, session_id=session.session_id, elcor=session.elcor)
+            if tone is not None:
+                session.broadcast(tone)
+
+        elif etype == "speaker":
+            speaker = SpeakerEvent(
+                session_id=session.session_id,
+                label=ev["label"],
+                confidence=ev.get("confidence", 1.0),
+                timestamp=ev["timestamp"],
+            )
+            session.broadcast(speaker)
+
+        elif etype == "transcript":
+            transcript = TranscriptEvent(
+                session_id=session.session_id,
+                text=ev["label"],
+                speaker_id=ev.get("speaker_id", "speaker_a"),
+                timestamp=ev["timestamp"],
+            )
+            session.broadcast(transcript)
+
+        elif etype in ("queue", "environ"):
+            queue_ev = QueueEvent(
+                session_id=session.session_id,
+                event_type=etype,
+                label=ev["label"],
+                confidence=ev.get("confidence", 1.0),
+                timestamp=ev["timestamp"],
+            )
+            session.broadcast(queue_ev)
+
+
+# ── Idle session reaper ───────────────────────────────────────────────────────
+
+async def _reaper_loop() -> None:
+    """
+    Periodically kill sessions with no active SSE subscribers.
+
+    A session becomes eligible for reaping when:
+    - Its last SSE subscriber disconnected more than SESSION_IDLE_TTL_S seconds ago
+    - It has not been explicitly ended (state != "stopped")
+
+    This covers the common mobile pattern: screen locks → browser suspends tab →
+    EventSource closes → SSE subscriber count drops to zero. If the user doesn't
+    return within the TTL window, the session is cleaned up automatically.
+
+    The reaper runs every REAP_INTERVAL_S seconds (half the TTL, so the worst-case
+    overshoot is TTL + REAP_INTERVAL_S).
+    """
+    ttl = settings.session_idle_ttl_s
+    interval = max(15, ttl // 2)
+    logger.info("Session reaper started (TTL=%ds, check every %ds)", ttl, interval)
+    while True:
+        await asyncio.sleep(interval)
+        now = time.monotonic()
+        to_reap = [
+            sid
+            for sid, session in list(_sessions.items())
+            if (
+                session.state == "running"
+                and session.subscriber_count() == 0
+                and session.last_subscriber_left_at is not None
+                and (now - session.last_subscriber_left_at) > ttl
+            )
+        ]
+        for sid in to_reap:
+            logger.info(
+                "Reaping idle session %s (no subscribers for >%ds)", sid, ttl
+            )
+            await end_session(sid)
+
+
+async def _reaper_loop_once() -> None:
+    """Single reaper pass — used by tests to avoid sleeping."""
+    ttl = settings.session_idle_ttl_s
+    now = time.monotonic()
+    to_reap = [
+        sid
+        for sid, session in list(_sessions.items())
+        if (
+            session.state == "running"
+            and session.subscriber_count() == 0
+            and session.last_subscriber_left_at is not None
+            and (now - session.last_subscriber_left_at) > ttl
+        )
+    ]
+    for sid in to_reap:
+        logger.info("Reaping idle session %s (no subscribers for >%ds)", sid, ttl)
+        await end_session(sid)
+
+
+def start_reaper() -> None:
+    """Start the idle session reaper background task. Called from app lifespan."""
+    global _reaper_task
+    if _reaper_task is None or _reaper_task.done():
+        _reaper_task = asyncio.create_task(_reaper_loop(), name="session-reaper")
+
+
+async def stop_reaper() -> None:
+    """Cancel the reaper task cleanly. Called from app lifespan shutdown."""
+    global _reaper_task
+    if _reaper_task and not _reaper_task.done():
+        _reaper_task.cancel()
+        try:
+            await _reaper_task
+        except asyncio.CancelledError:
+            pass
+    _reaper_task = None

compose.cloud.yml

@@ -17,6 +17,8 @@ services:
     build:
       context: .
       dockerfile: Dockerfile
+      args:
+        GIT_TOKEN: ${GIT_TOKEN:-}
     restart: unless-stopped
     env_file: .env
     environment:
@@ -31,6 +33,8 @@ services:
     volumes:
       - /devl/linnet-cloud-data:/devl/linnet-cloud-data
       - ${HOME}/.config/circuitforge:/root/.config/circuitforge:ro
+      # Live-reload app code without rebuilding during active dev
+      - ./app:/app/app:ro
     networks:
       - linnet-cloud-net
 

compose.yml

@@ -1,12 +1,21 @@
 services:
   linnet-api:
-    build: .
+    build:
+      context: .
+      dockerfile: Dockerfile
+      args:
+        GIT_TOKEN: ${GIT_TOKEN:-}
     ports:
       - "${LINNET_PORT:-8522}:8522"
     env_file:
       - .env
     environment:
       CF_VOICE_MOCK: "${CF_VOICE_MOCK:-1}"
+    volumes:
+      # Live-reload app code without rebuilding the image in dev
+      - ./app:/app/app:ro
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
     restart: unless-stopped
 
   linnet-frontend:

frontend/src/components/ComposeBar.vue

@@ -19,15 +19,27 @@
         <span class="session-id">{{ store.sessionId?.slice(0, 8) }}…</span>
       </div>
 
-      <label class="elcor-toggle" title="Elcor subtext mode">
+      <label class="elcor-toggle" title="Tone prefix mode">
         <input type="checkbox" v-model="elcorLocal" disabled />
-        Elcor
+        Prefix
       </label>
 
+      <button
+        class="btn-mic"
+        :class="{ active: capturing }"
+        @click="handleMicToggle"
+        :aria-label="capturing ? 'Stop microphone' : 'Start microphone'"
+      >
+        {{ capturing ? "Mic on" : "Mic off" }}
+      </button>
+
       <button class="btn-stop" @click="handleStop">End session</button>
     </template>
 
-    <p v-if="error" class="compose-error">{{ error }}</p>
+    <p v-if="expired" class="compose-notice">
+      Session timed out after inactivity. Start a new one to continue.
+    </p>
+    <p v-else-if="error" class="compose-error">{{ error }}</p>
   </div>
 </template>
 
@@ -35,9 +47,11 @@
 import { ref } from "vue";
 import { useSessionStore } from "../stores/session";
 import { useToneStream } from "../composables/useToneStream";
+import { useAudioCapture } from "../composables/useAudioCapture";
 
 const store = useSessionStore();
-const { connect, disconnect } = useToneStream();
+const { connect, disconnect, expired } = useToneStream();
+const { start: startMic, stop: stopMic, capturing } = useAudioCapture();
 
 const starting = ref(false);
 const error = ref<string | null>(null);
@@ -57,9 +71,23 @@ async function handleStart() {
 }
 
 async function handleStop() {
+  if (capturing.value) stopMic();
   disconnect();
   await store.endSession();
 }
+
+async function handleMicToggle() {
+  error.value = null;
+  try {
+    if (capturing.value) {
+      stopMic();
+    } else {
+      await startMic(store.sessionId!);
+    }
+  } catch (e: unknown) {
+    error.value = e instanceof Error ? e.message : "Mic access failed";
+  }
+}
 </script>
 
 <script lang="ts">
@@ -121,10 +149,34 @@ export default { name: "ComposeBar" };
   opacity: 0.5;
 }
 
+.btn-mic {
+  padding: 0.5rem 1rem;
+  border-radius: 0.5rem;
+  font-size: 0.875rem;
+  font-weight: 500;
+  cursor: pointer;
+  border: 1px solid var(--color-border, #2a2d3a);
+  background: transparent;
+  color: var(--color-muted, #6b7280);
+  transition: background 0.15s, color 0.15s, border-color 0.15s;
+}
+.btn-mic.active {
+  background: #dc262622;
+  border-color: #dc2626;
+  color: #dc2626;
+}
+
 .compose-error {
   width: 100%;
   font-size: 0.75rem;
   color: #ef4444;
   margin: 0;
 }
+
+.compose-notice {
+  width: 100%;
+  font-size: 0.75rem;
+  color: var(--color-muted, #6b7280);
+  margin: 0;
+}
 </style>

frontend/src/components/CorrectionWidget.vue

@@ -0,0 +1,316 @@
+<template>
+  <div class="correction-widget" :class="{ 'correction-widget--expanded': expanded }">
+    <!-- Idle: thumbs row -->
+    <div v-if="state === 'idle'" class="rating-row">
+      <span class="rating-label">Was this annotation accurate?</span>
+      <button
+        type="button"
+        class="thumb-btn thumb-btn--up"
+        aria-label="Accurate"
+        @click="rate('up')"
+      >👍</button>
+      <button
+        type="button"
+        class="thumb-btn thumb-btn--down"
+        aria-label="Inaccurate — submit correction"
+        @click="rate('down')"
+      >👎</button>
+    </div>
+
+    <!-- Thumbs-down: correction form -->
+    <form v-else-if="state === 'correcting'" class="correction-form" @submit.prevent="submit">
+      <label class="field-label" for="corrected-output">
+        What should the annotation say?
+      </label>
+      <textarea
+        id="corrected-output"
+        v-model="correctedOutput"
+        class="correction-textarea"
+        rows="3"
+        placeholder="e.g. [RELUCTANTLY] [MASKING_STRESS] I'll have it done by end of day."
+        required
+        autofocus
+      />
+      <label class="optin-label">
+        <input v-model="optedIn" type="checkbox" class="optin-check" />
+        Share this correction anonymously to improve the model
+      </label>
+      <div class="form-actions">
+        <button type="button" class="btn-cancel" @click="cancel">Cancel</button>
+        <button
+          type="submit"
+          class="btn-submit"
+          :disabled="submitting || !correctedOutput.trim()"
+        >
+          {{ submitting ? 'Saving…' : 'Submit correction' }}
+        </button>
+      </div>
+      <p v-if="error" class="correction-error" role="alert">{{ error }}</p>
+    </form>
+
+    <!-- Thumbs-up: optional praise form -->
+    <form v-else-if="state === 'praising'" class="correction-form" @submit.prevent="submitPraise">
+      <label class="field-label" for="praise-input">
+        What worked well? <span class="field-optional">(optional)</span>
+      </label>
+      <textarea
+        id="praise-input"
+        v-model="praiseText"
+        class="correction-textarea"
+        rows="2"
+        placeholder="e.g. Caught the sarcasm without over-labeling it."
+        autofocus
+      />
+      <div class="form-actions">
+        <button type="button" class="btn-cancel" @click="submitPraise">Skip</button>
+        <button type="submit" class="btn-submit" :disabled="submitting">
+          {{ submitting ? 'Saving…' : 'Submit' }}
+        </button>
+      </div>
+      <p v-if="error" class="correction-error" role="alert">{{ error }}</p>
+    </form>
+
+    <!-- Thumbs-up submitted -->
+    <div v-else-if="state === 'done-up'" class="done-msg done-msg--up">
+      ✓ Thanks — glad that was helpful.
+    </div>
+
+    <!-- Correction submitted -->
+    <div v-else-if="state === 'done-down'" class="done-msg done-msg--down">
+      ✓ Correction saved{{ optedIn ? ' and flagged for training' : '' }}.
+    </div>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref, computed } from 'vue'
+
+const props = defineProps<{
+  itemId?: string
+  inputText: string
+  originalOutput: string
+  correctionType?: string
+  apiPath?: string
+  context?: Record<string, unknown>
+}>()
+
+type State = 'idle' | 'praising' | 'correcting' | 'done-up' | 'done-down'
+
+const state = ref<State>('idle')
+const correctedOutput = ref('')
+const praiseText = ref('')
+const optedIn = ref(false)
+const submitting = ref(false)
+const error = ref<string | null>(null)
+
+const expanded = computed(() => state.value === 'correcting' || state.value === 'praising')
+
+const apiBase = import.meta.env.VITE_API_BASE ?? "";
+const endpoint = computed(() => `${apiBase}${props.apiPath ?? '/corrections'}`)
+
+function rate(rating: 'up' | 'down') {
+  if (rating === 'up') {
+    state.value = 'praising'
+  } else {
+    state.value = 'correcting'
+  }
+}
+
+function cancel() {
+  state.value = 'idle'
+  correctedOutput.value = ''
+  praiseText.value = ''
+  error.value = null
+}
+
+async function submit() {
+  await submitRating('down', correctedOutput.value.trim())
+}
+
+async function submitPraise() {
+  const praise = praiseText.value.trim()
+  const context = { ...props.context ?? {}, ...(praise ? { praise } : {}) }
+  await submitRating('up', '', context)
+}
+
+async function submitRating(
+  rating: 'up' | 'down',
+  correction: string,
+  contextOverride?: Record<string, unknown>,
+) {
+  submitting.value = true
+  error.value = null
+  // Thumbs-up rows contain no user text — auto-consent so they export for training.
+  const effectiveOptIn = rating === 'up' ? true : optedIn.value
+  const context = contextOverride ?? props.context ?? {}
+  try {
+    const res = await fetch(endpoint.value, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        item_id: props.itemId ?? '',
+        product: 'linnet',
+        correction_type: props.correctionType ?? 'annotation',
+        input_text: props.inputText,
+        original_output: props.originalOutput,
+        corrected_output: correction,
+        rating,
+        context,
+        opted_in: effectiveOptIn,
+      }),
+    })
+    if (!res.ok) {
+      const body = await res.json().catch(() => ({}))
+      throw new Error(body?.detail ?? `HTTP ${res.status}`)
+    }
+    state.value = rating === 'up' ? 'done-up' : 'done-down'
+  } catch (err) {
+    error.value = err instanceof Error ? err.message : 'Something went wrong — please try again.'
+  } finally {
+    submitting.value = false
+  }
+}
+</script>
+
+<style scoped>
+.correction-widget {
+  display: flex;
+  flex-direction: column;
+  gap: var(--space-2, 0.5rem);
+  padding: var(--space-2, 0.5rem) var(--space-3, 0.75rem);
+  border-top: 1px solid var(--color-border, #2a2d3a);
+  font-size: 0.8rem;
+  color: var(--color-muted, #6b7280);
+  transition: padding 0.15s ease;
+}
+
+.correction-widget--expanded {
+  padding: var(--space-3, 0.75rem);
+}
+
+/* Rating row */
+.rating-row {
+  display: flex;
+  align-items: center;
+  gap: var(--space-2, 0.5rem);
+}
+
+.rating-label {
+  flex: 1;
+  font-size: 0.75rem;
+  color: var(--color-muted, #6b7280);
+}
+
+.thumb-btn {
+  background: none;
+  border: 1px solid var(--color-border, #2a2d3a);
+  border-radius: var(--radius-sm, 4px);
+  padding: 0.2rem 0.45rem;
+  font-size: 1rem;
+  cursor: pointer;
+  line-height: 1;
+  transition: background 0.1s ease, border-color 0.1s ease;
+}
+
+.thumb-btn:hover {
+  background: var(--color-surface, #1a1d27);
+  border-color: var(--color-accent, #7c6af7);
+}
+
+/* Correction form */
+.correction-form {
+  display: flex;
+  flex-direction: column;
+  gap: var(--space-2, 0.5rem);
+}
+
+.field-label {
+  font-size: 0.75rem;
+  font-weight: 600;
+  color: var(--color-text, #e2e8f0);
+}
+
+.field-optional {
+  font-weight: 400;
+  color: var(--color-muted, #6b7280);
+}
+
+.correction-textarea {
+  width: 100%;
+  resize: vertical;
+  background: var(--color-bg, #0f1117);
+  border: 1px solid var(--color-border, #2a2d3a);
+  border-radius: var(--radius-sm, 4px);
+  color: var(--color-text, #e2e8f0);
+  font-family: var(--font-mono, monospace);
+  font-size: 0.78rem;
+  padding: var(--space-2, 0.5rem);
+  box-sizing: border-box;
+}
+
+.correction-textarea:focus {
+  outline: none;
+  border-color: var(--color-accent, #7c6af7);
+}
+
+.optin-label {
+  display: flex;
+  align-items: center;
+  gap: var(--space-2, 0.5rem);
+  font-size: 0.72rem;
+  color: var(--color-muted, #6b7280);
+  cursor: pointer;
+}
+
+.optin-check {
+  accent-color: var(--color-accent, #7c6af7);
+}
+
+.form-actions {
+  display: flex;
+  gap: var(--space-2, 0.5rem);
+  justify-content: flex-end;
+}
+
+.btn-cancel {
+  background: none;
+  border: 1px solid var(--color-border, #2a2d3a);
+  border-radius: var(--radius-sm, 4px);
+  color: var(--color-muted, #6b7280);
+  font-size: 0.78rem;
+  padding: var(--space-1, 0.25rem) var(--space-3, 0.75rem);
+  cursor: pointer;
+}
+
+.btn-submit {
+  background: var(--color-accent, #7c6af7);
+  border: none;
+  border-radius: var(--radius-sm, 4px);
+  color: #fff;
+  font-size: 0.78rem;
+  font-weight: 600;
+  padding: var(--space-1, 0.25rem) var(--space-3, 0.75rem);
+  cursor: pointer;
+  transition: opacity 0.1s ease;
+}
+
+.btn-submit:disabled {
+  opacity: 0.5;
+  cursor: not-allowed;
+}
+
+.correction-error {
+  font-size: 0.72rem;
+  color: var(--color-error, #dc2626);
+  margin: 0;
+}
+
+/* Done states */
+.done-msg {
+  font-size: 0.75rem;
+  font-weight: 600;
+}
+
+.done-msg--up   { color: var(--color-success, #16a34a); }
+.done-msg--down { color: var(--color-accent,  #7c6af7); }
+</style>

frontend/src/components/NowPanel.vue

@@ -1,5 +1,24 @@
 <template>
   <div class="now-panel" :data-affect="affect">
+    <!-- Row 1: speaker type + queue state badges -->
+    <div class="now-badges">
+      <div v-if="speakerLabel" class="now-speaker" :data-speaker="speakerKind">
+        {{ speakerLabel }}
+      </div>
+      <div v-if="queueLabel" class="now-queue-badge" :data-queue="queueKind">
+        {{ queueLabel }}
+      </div>
+      <div v-if="environLabel" class="now-environ-badge" :data-environ="environKind">
+        {{ environLabel }}
+      </div>
+    </div>
+
+    <!-- Live transcript strip -->
+    <div v-if="transcriptText" class="now-transcript">
+      "{{ transcriptText }}"
+    </div>
+
+    <!-- Tone annotation -->
     <div class="now-label">{{ label }}</div>
     <div v-if="subtext" class="now-subtext">{{ subtext }}</div>
     <div class="now-meta">
@@ -14,16 +33,29 @@
       <span v-else>~</span>
       shift {{ (shiftMagnitude * 100).toFixed(0) }}%
     </div>
+    <CorrectionWidget
+      v-if="props.event"
+      :item-id="props.event.session_id"
+      :input-text="''"
+      :original-output="annotationOutput"
+      correction-type="annotation"
+      api-path="/corrections"
+      :context="{ session_id: props.event.session_id, label: props.event.label }"
+    />
   </div>
 </template>
 
 <script setup lang="ts">
 import type { ToneEvent } from "../stores/session";
+import { useSessionStore } from "../stores/session";
+import CorrectionWidget from "./CorrectionWidget.vue";
 
 const props = defineProps<{
   event: ToneEvent | null;
 }>();
 
+const store = useSessionStore();
+
 const label = computed(() => props.event?.label ?? "—");
 const confidence = computed(() => props.event?.confidence ?? 0);
 const subtext = computed(() => props.event?.subtext ?? null);
@@ -31,6 +63,62 @@ const affect = computed(() => props.event?.affect ?? "neutral");
 const prosodyFlags = computed(() => props.event?.prosody_flags ?? []);
 const shiftMagnitude = computed(() => props.event?.shift_magnitude ?? 0);
 const shiftDirection = computed(() => props.event?.shift_direction ?? "stable");
+const annotationOutput = computed(() => {
+  if (!props.event) return "";
+  const parts = [`[${props.event.label}]`];
+  if (props.event.subtext) parts.push(props.event.subtext);
+  return parts.join(" ");
+});
+
+// Speaker badge — hidden when no_speaker or no session
+const SPEAKER_LABELS: Record<string, string> = {
+  human_single: "Human",
+  human_multi:  "Group",
+  ivr_synth:    "IVR",
+  no_speaker:   "",
+  transfer:     "Transfer",
+};
+const speakerLabel = computed(() => {
+  const raw = store.currentSpeaker?.label;
+  if (!raw) return null;
+  const mapped = SPEAKER_LABELS[raw] ?? raw;
+  return mapped || null;
+});
+const speakerKind = computed(() => store.currentSpeaker?.label ?? "");
+
+// Queue state badge (hold_music, ringback, silence, etc.)
+const QUEUE_LABELS: Record<string, string> = {
+  hold_music: "On Hold",
+  ringback:   "Ringing",
+  busy:       "Busy",
+  dtmf_tone:  "DTMF",
+  silence:    "Silence",
+  dead_air:   "Dead Air",
+};
+const queueLabel = computed(() => {
+  const raw = store.currentQueue?.label;
+  if (!raw || raw === "silence") return null;
+  return QUEUE_LABELS[raw] ?? raw;
+});
+const queueKind = computed(() => store.currentQueue?.label ?? "");
+
+// Environment badge (call_center, music, noise, etc.)
+const ENVIRON_LABELS: Record<string, string> = {
+  call_center:       "Call Centre",
+  music:             "Music",
+  background_shift:  "Shift",
+  noise_floor_change: "Noise",
+  quiet:             "",
+};
+const environLabel = computed(() => {
+  const raw = store.currentEnviron?.label;
+  if (!raw || raw === "quiet") return null;
+  return ENVIRON_LABELS[raw] ?? raw;
+});
+const environKind = computed(() => store.currentEnviron?.label ?? "");
+
+// Live transcript strip
+const transcriptText = computed(() => store.currentTranscript?.text ?? null);
 </script>
 
 <script lang="ts">
@@ -60,6 +148,64 @@ export default { name: "NowPanel" };
 .now-panel[data-affect="dismissive"] { border-color: #a78bfa44; }
 .now-panel[data-affect="urgent"]     { border-color: #fbbf2444; }
 
+.now-badges {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 0.4rem;
+  align-items: center;
+  min-height: 1.4rem;
+}
+
+/* Shared pill base for speaker / queue / environ badges */
+.now-speaker,
+.now-queue-badge,
+.now-environ-badge {
+  display: inline-block;
+  font-size: 0.65rem;
+  font-family: var(--font-mono, monospace);
+  text-transform: uppercase;
+  letter-spacing: 0.08em;
+  padding: 0.15em 0.6em;
+  border-radius: 999px;
+  background: var(--color-border, #2a2d3a);
+  color: var(--color-muted, #6b7280);
+  border: 1px solid transparent;
+  transition: background 0.3s, color 0.3s;
+}
+
+/* Speaker type colours */
+.now-speaker[data-speaker="human_single"] { background: #1e3a2f; color: #34d399; border-color: #34d39933; }
+.now-speaker[data-speaker="human_multi"]  { background: #1e3a2f; color: #34d399; border-color: #34d39933; }
+.now-speaker[data-speaker="ivr_synth"]    { background: #1e2a3a; color: #60a5fa; border-color: #60a5fa33; }
+.now-speaker[data-speaker="transfer"]     { background: #2a2a1e; color: #fbbf24; border-color: #fbbf2433; }
+
+/* Queue state colours */
+.now-queue-badge[data-queue="hold_music"] { background: #2a1e3a; color: #a78bfa; border-color: #a78bfa33; }
+.now-queue-badge[data-queue="ringback"]   { background: #2a2a1e; color: #fbbf24; border-color: #fbbf2433; }
+.now-queue-badge[data-queue="busy"]       { background: #3a1e1e; color: #f87171; border-color: #f8717133; }
+.now-queue-badge[data-queue="dtmf_tone"]  { background: #1e2a3a; color: #60a5fa; border-color: #60a5fa33; }
+.now-queue-badge[data-queue="dead_air"]   { background: #1e1e1e; color: #4b5563; border-color: #4b556333; }
+
+/* Environment colours */
+.now-environ-badge[data-environ="call_center"]        { background: #1e2a3a; color: #60a5fa; border-color: #60a5fa22; }
+.now-environ-badge[data-environ="music"]              { background: #2a1e3a; color: #a78bfa; border-color: #a78bfa22; }
+.now-environ-badge[data-environ="background_shift"]   { background: #2a2a1e; color: #fbbf24; border-color: #fbbf2422; }
+.now-environ-badge[data-environ="noise_floor_change"] { background: #2a1e1e; color: #f87171; border-color: #f8717122; }
+
+/* Live transcript strip */
+.now-transcript {
+  font-size: 0.8rem;
+  color: var(--color-muted, #6b7280);
+  font-style: italic;
+  border-left: 2px solid var(--color-border, #2a2d3a);
+  padding-left: 0.6rem;
+  line-height: 1.4;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  max-width: 100%;
+}
+
 .now-label {
   font-size: 1.35rem;
   font-weight: 600;

frontend/src/composables/useAudioCapture.ts

@@ -21,12 +21,13 @@ export function useAudioCapture() {
     stream = await navigator.mediaDevices.getUserMedia({ audio: true, video: false });
     ctx = new AudioContext({ sampleRate: 16000 });
 
-    await ctx.audioWorklet.addModule("/audio-processor.js");
+    await ctx.audioWorklet.addModule(`${import.meta.env.BASE_URL}audio-processor.js`);
 
     source = ctx.createMediaStreamSource(stream);
     const processor = new AudioWorkletNode(ctx, "pcm-processor");
 
-    const wsUrl = `${location.protocol === "https:" ? "wss" : "ws"}://${location.host}/session/${sessionId}/audio`;
+    const apiBase = import.meta.env.VITE_API_BASE ?? "";
+    const wsUrl = `${location.protocol === "https:" ? "wss" : "ws"}://${location.host}${apiBase}/session/${sessionId}/audio`;
     ws = new WebSocket(wsUrl);
 
     ws.binaryType = "arraybuffer";

frontend/src/composables/useToneStream.ts

@@ -1,43 +1,117 @@
 /**
- * useToneStream — manages the SSE connection for a session's tone-event stream.
+ * useToneStream — SSE connection + wake lock + visibility reconnect.
  *
- * Usage:
+ * On page hide (screen lock, tab switch): closes EventSource without ending
- *   const { connect, disconnect, connected } = useToneStream();
+ * the session. The backend reaper gives the session a 90s grace window.
- *   connect(sessionId);   // opens EventSource
+ *
- *   disconnect();         // closes it
+ * On page show: re-acquires the wake lock, checks whether the session is
+ * still alive on the server, then either reconnects SSE or surfaces an
+ * "expired" flag so the UI can prompt the user to start a new session.
  */
 import { ref, onUnmounted } from "vue";
-import { useSessionStore } from "../stores/session";
+import {
+  useSessionStore,
+  type SpeakerEvent,
+  type TranscriptEvent,
+  type QueueEvent,
+} from "../stores/session";
+import { useWakeLock } from "./useWakeLock";
 
 export function useToneStream() {
   const connected = ref(false);
+  const expired = ref(false);    // true when the session was reaped while hidden
   let source: EventSource | null = null;
+  let activeSessionId: string | null = null;
   const store = useSessionStore();
+  const wakeLock = useWakeLock();
 
-  function connect(sessionId: string) {
+  // ── SSE wiring ──────────────────────────────────────────────────────────────
-    if (source) disconnect();
+
-    source = new EventSource(`/session/${sessionId}/stream`);
+  function _attachListeners() {
+    if (!source) return;
 
     source.addEventListener("tone-event", (e: MessageEvent) => {
-      try {
+      try { store.pushEvent(JSON.parse(e.data)); } catch { /* malformed */ }
-        const evt = JSON.parse(e.data);
+    });
-        store.pushEvent(evt);
+    source.addEventListener("speaker-event", (e: MessageEvent) => {
-      } catch {
+      try { store.updateSpeaker(JSON.parse(e.data) as SpeakerEvent); } catch { /* */ }
-        // malformed frame — ignore
+    });
-      }
+    source.addEventListener("transcript-event", (e: MessageEvent) => {
+      try { store.updateTranscript(JSON.parse(e.data) as TranscriptEvent); } catch { /* */ }
+    });
+    source.addEventListener("queue-event", (e: MessageEvent) => {
+      try { store.updateQueue(JSON.parse(e.data) as QueueEvent); } catch { /* */ }
+    });
+    source.addEventListener("environ-event", (e: MessageEvent) => {
+      try { store.updateQueue(JSON.parse(e.data) as QueueEvent); } catch { /* */ }
     });
 
     source.onopen = () => { connected.value = true; };
     source.onerror = () => { connected.value = false; };
   }
 
-  function disconnect() {
+  function connect(sessionId: string) {
+    if (source) _closeSource();
+    activeSessionId = sessionId;
+    expired.value = false;
+    const apiBase = import.meta.env.VITE_API_BASE ?? "";
+    source = new EventSource(`${apiBase}/session/${sessionId}/stream`);
+    _attachListeners();
+    wakeLock.acquire();
+  }
+
+  function _closeSource() {
     source?.close();
     source = null;
     connected.value = false;
   }
 
-  onUnmounted(disconnect);
+  function disconnect() {
-
+    _closeSource();
-  return { connect, disconnect, connected };
+    activeSessionId = null;
+    wakeLock.release();
+  }
+
+  // ── Visibility handling ─────────────────────────────────────────────────────
+
+  async function _handleVisibilityChange() {
+    if (document.visibilityState === "hidden") {
+      // Close the SSE connection without ending the backend session.
+      // The reaper gives us SESSION_IDLE_TTL_S (default 90s) before cleanup.
+      _closeSource();
+      return;
+    }
+
+    // Page became visible again — check if session survived the absence.
+    if (!activeSessionId) return;
+
+    const apiBase = import.meta.env.VITE_API_BASE ?? "";
+    try {
+      const resp = await fetch(`${apiBase}/session/${activeSessionId}`);
+      if (resp.ok) {
+        // Session still alive — reconnect SSE and wake lock
+        const apiBase2 = import.meta.env.VITE_API_BASE ?? "";
+        source = new EventSource(`${apiBase2}/session/${activeSessionId}/stream`);
+        _attachListeners();
+        wakeLock.acquire();
+      } else {
+        // Session was reaped (404) or errored — surface to UI
+        expired.value = true;
+        store.reset();
+        activeSessionId = null;
+      }
+    } catch {
+      // Network error on return — don't immediately expire, user may be offline
+      // briefly. They can retry manually.
+    }
+  }
+
+  document.addEventListener("visibilitychange", _handleVisibilityChange);
+
+  onUnmounted(() => {
+    disconnect();
+    document.removeEventListener("visibilitychange", _handleVisibilityChange);
+  });
+
+  return { connect, disconnect, connected, expired };
 }

frontend/src/composables/useWakeLock.ts

@@ -0,0 +1,57 @@
+/**
+ * useWakeLock — Screen Wake Lock API wrapper.
+ *
+ * Prevents the screen from dimming/sleeping while an annotation session is
+ * active. The browser *always* releases the lock on page hide (tab switch,
+ * screen lock), so we re-acquire on visibilitychange: visible.
+ *
+ * Degrades silently when the API is unavailable (Firefox < 126, iOS Safari,
+ * low-power mode). The session still works; screen may time out.
+ */
+import { ref, onUnmounted } from "vue";
+
+export function useWakeLock() {
+  const supported = "wakeLock" in navigator;
+  const active = ref(false);
+
+  let lock: WakeLockSentinel | null = null;
+
+  async function acquire() {
+    if (!supported) return;
+    try {
+      lock = await navigator.wakeLock.request("screen");
+      active.value = true;
+      lock.addEventListener("release", () => {
+        active.value = false;
+        lock = null;
+      });
+    } catch {
+      // Denied: battery saver, low-power mode, permissions policy.
+      // Silent fail — the session continues without it.
+      active.value = false;
+    }
+  }
+
+  function release() {
+    lock?.release();
+    lock = null;
+    active.value = false;
+  }
+
+  // Re-acquire after returning to the tab — the browser releases the lock
+  // automatically on page hide, so we must request it again on page show.
+  async function handleVisibility() {
+    if (document.visibilityState === "visible" && lock === null && active.value === false) {
+      // Only re-acquire if we were previously active (i.e. a session is running).
+      // The caller controls this by only calling acquire() when a session starts.
+    }
+  }
+
+  // NOTE: the caller is responsible for calling acquire() when a session starts
+  // and release() when it ends. The visibility re-acquire is handled inside
+  // the SSE composable which coordinates both wake lock and reconnect together.
+
+  onUnmounted(release);
+
+  return { supported, active, acquire, release, handleVisibility };
+}

frontend/src/stores/session.ts

@@ -15,15 +15,45 @@ export interface ToneEvent {
   prosody_flags: string[];
 }
 
+export interface SpeakerEvent {
+  event_type: "speaker";
+  session_id: string;
+  label: string;
+  confidence: number;
+  timestamp: number;
+}
+
+export interface TranscriptEvent {
+  event_type: "transcript";
+  session_id: string;
+  text: string;
+  speaker_id: string;
+  timestamp: number;
+}
+
+export interface QueueEvent {
+  event_type: "queue" | "environ";
+  session_id: string;
+  label: string;
+  confidence: number;
+  timestamp: number;
+}
+
 export const useSessionStore = defineStore("session", () => {
   const sessionId = ref<string | null>(null);
   const elcor = ref(false);
   const state = ref<"idle" | "running" | "stopped">("idle");
   const events = ref<ToneEvent[]>([]);
   const latest = computed(() => events.value.at(-1) ?? null);
+  const currentSpeaker = ref<SpeakerEvent | null>(null);
+  const currentTranscript = ref<TranscriptEvent | null>(null);
+  const currentQueue = ref<QueueEvent | null>(null);
+  const currentEnviron = ref<QueueEvent | null>(null);
+
+  const apiBase = import.meta.env.VITE_API_BASE ?? "";
 
   async function startSession(withElcor = false) {
-    const resp = await fetch("/session/start", {
+    const resp = await fetch(`${apiBase}/session/start`, {
       method: "POST",
       headers: { "Content-Type": "application/json" },
       body: JSON.stringify({ elcor: withElcor }),
@@ -38,7 +68,7 @@ export const useSessionStore = defineStore("session", () => {
 
   async function endSession() {
     if (!sessionId.value) return;
-    await fetch(`/session/${sessionId.value}/end`, { method: "DELETE" });
+    await fetch(`${apiBase}/session/${sessionId.value}/end`, { method: "DELETE" });
     state.value = "stopped";
   }
 
@@ -48,12 +78,38 @@ export const useSessionStore = defineStore("session", () => {
     if (events.value.length > 200) events.value.shift();
   }
 
+  function updateSpeaker(evt: SpeakerEvent) {
+    currentSpeaker.value = evt;
+  }
+
+  function updateTranscript(evt: TranscriptEvent) {
+    currentTranscript.value = evt;
+  }
+
+  function updateQueue(evt: QueueEvent) {
+    if (evt.event_type === "queue") {
+      currentQueue.value = evt;
+    } else {
+      currentEnviron.value = evt;
+    }
+  }
+
   function reset() {
     sessionId.value = null;
     state.value = "idle";
     events.value = [];
     elcor.value = false;
+    currentSpeaker.value = null;
+    currentTranscript.value = null;
+    currentQueue.value = null;
+    currentEnviron.value = null;
   }
 
-  return { sessionId, elcor, state, events, latest, startSession, endSession, pushEvent, reset };
+  return {
+    sessionId, elcor, state, events, latest,
+    currentSpeaker, currentTranscript, currentQueue, currentEnviron,
+    startSession, endSession, pushEvent,
+    updateSpeaker, updateTranscript, updateQueue,
+    reset,
+  };
 });

frontend/vite.config.ts

@@ -3,8 +3,10 @@ import vue from "@vitejs/plugin-vue";
 import UnoCSS from "unocss/vite";
 
 export default defineConfig({
+  base: process.env.VITE_BASE_URL ?? "/",
   plugins: [vue(), UnoCSS()],
   server: {
+    host: "0.0.0.0",
     port: 8521,
     proxy: {
       "/session": {
@@ -16,6 +18,10 @@ export default defineConfig({
         target: "http://localhost:8522",
         changeOrigin: true,
       },
+      "/corrections": {
+        target: "http://localhost:8522",
+        changeOrigin: true,
+      },
     },
   },
 });

requirements.txt

@@ -0,0 +1,11 @@
+# Install local sibling packages from Forgejo before the linnet package itself.
+# cf-voice is public. circuitforge-core is private — token injected at build time
+# via GIT_TOKEN build arg (see Dockerfile + compose.cloud.yml).
+git+https://git.opensourcesolarpunk.com/Circuit-Forge/cf-voice.git@main
+
+# Runtime deps (mirrors pyproject.toml — keep in sync)
+fastapi>=0.111
+uvicorn[standard]>=0.29
+websockets>=12.0
+python-dotenv>=1.0
+httpx>=0.27

tests/test_reaper.py

@@ -0,0 +1,124 @@
+# tests/test_reaper.py — idle session reaper and subscriber idle tracking
+from __future__ import annotations
+
+import asyncio
+import time
+
+import pytest
+
+from app.models.session import Session
+from app.services import session_store
+
+
+@pytest.fixture(autouse=True)
+def clean_sessions():
+    """Ensure the session store is empty before and after each test."""
+    session_store._sessions.clear()
+    session_store._tasks.clear()
+    session_store._audio_buffers.clear()
+    yield
+    session_store._sessions.clear()
+    session_store._tasks.clear()
+    session_store._audio_buffers.clear()
+
+
+# ── Session model: subscriber idle tracking ───────────────────────────────────
+
+def test_last_subscriber_left_at_none_on_start():
+    s = Session()
+    assert s.last_subscriber_left_at is None
+
+
+def test_last_subscriber_left_at_set_on_unsubscribe():
+    s = Session()
+    q = s.subscribe()
+    assert s.last_subscriber_left_at is None  # someone is watching
+    s.unsubscribe(q)
+    assert s.last_subscriber_left_at is not None
+
+
+def test_last_subscriber_left_at_cleared_on_resubscribe():
+    s = Session()
+    q = s.subscribe()
+    s.unsubscribe(q)
+    assert s.last_subscriber_left_at is not None
+    # New subscriber arrives — idle clock resets
+    q2 = s.subscribe()
+    assert s.last_subscriber_left_at is None
+    s.unsubscribe(q2)
+
+
+def test_subscriber_count():
+    s = Session()
+    assert s.subscriber_count() == 0
+    q1 = s.subscribe()
+    q2 = s.subscribe()
+    assert s.subscriber_count() == 2
+    s.unsubscribe(q1)
+    assert s.subscriber_count() == 1
+    s.unsubscribe(q2)
+    assert s.subscriber_count() == 0
+
+
+# ── Reaper logic ──────────────────────────────────────────────────────────────
+
+@pytest.mark.asyncio
+async def test_reaper_kills_idle_session(monkeypatch):
+    """
+    A session with no subscribers for longer than the TTL should be reaped.
+    We monkeypatch SESSION_IDLE_TTL_S to 0 and manually invoke _reaper_loop
+    for a single cycle.
+    """
+    monkeypatch.setattr(session_store.settings, "session_idle_ttl_s", 0)
+
+    session = await session_store.create_session()
+    sid = session.session_id
+
+    # Simulate a subscriber connecting then leaving
+    q = session.subscribe()
+    session.unsubscribe(q)
+
+    # Force last_subscriber_left_at into the past
+    session.last_subscriber_left_at = time.monotonic() - 1.0
+
+    assert sid in session_store._sessions
+
+    # Run one reaper cycle directly
+    await session_store._reaper_loop_once()
+
+    assert sid not in session_store._sessions
+
+
+@pytest.mark.asyncio
+async def test_reaper_spares_session_with_active_subscriber(monkeypatch):
+    """A session that still has an active SSE subscriber must not be reaped."""
+    monkeypatch.setattr(session_store.settings, "session_idle_ttl_s", 0)
+
+    session = await session_store.create_session()
+    sid = session.session_id
+
+    # Subscriber is still connected — idle clock is None
+    _q = session.subscribe()
+    assert session.last_subscriber_left_at is None
+
+    await session_store._reaper_loop_once()
+
+    assert sid in session_store._sessions
+    session.unsubscribe(_q)
+
+
+@pytest.mark.asyncio
+async def test_reaper_spares_session_within_ttl(monkeypatch):
+    """A session that lost its subscriber recently (within TTL) must survive."""
+    monkeypatch.setattr(session_store.settings, "session_idle_ttl_s", 3600)
+
+    session = await session_store.create_session()
+    sid = session.session_id
+
+    q = session.subscribe()
+    session.unsubscribe(q)
+    # last_subscriber_left_at is just now — well within TTL
+
+    await session_store._reaper_loop_once()
+
+    assert sid in session_store._sessions