fix: update standalone docs to match self-contained compose usage

fix: make standalone compose self-contained (drop !reset dependency)
docker-compose.standalone.yml used !reset YAML tags to clear network_mode and volumes from the base compose. !reset requires Compose v2.24+ and breaks on Colima + brew-installed compose. Rewrite as a fully self-contained file with all services defined directly (server, worker, beat, redis, postgres, web, garage, cpu, gpu-nvidia, ollama, ollama-cpu). No longer overlays docker-compose.yml. Update setup-standalone.sh compose_cmd() to use only the standalone file instead of both files.
2026-03-22 07:06:47 +00:00 · 2026-02-13 09:56:09 -05:00 · 2026-02-13 09:52:07 -05:00 · 2026-02-12 18:57:32 -05:00 · 2026-02-12 18:32:16 -05:00 · 2026-02-12 18:24:24 -05:00
71 changed files with 3082 additions and 3529 deletions
--- a/.gitleaksignore
+++ b/.gitleaksignore
@@ -4,5 +4,4 @@ docs/docs/installation/daily-setup.md:curl-auth-header:277
 gpu/self_hosted/DEV_SETUP.md:curl-auth-header:74
 gpu/self_hosted/DEV_SETUP.md:curl-auth-header:83
 server/reflector/worker/process.py:generic-api-key:465
-server/tests/test_recording_request_flow.py:generic-api-key:121
 server/reflector/worker/process.py:generic-api-key:594
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,17 @@
 # Changelog

+## [0.33.0](https://github.com/Monadical-SAS/reflector/compare/v0.32.2...v0.33.0) (2026-02-05)
+
+
+### Features
+
+* Daily+hatchet default ([#846](https://github.com/Monadical-SAS/reflector/issues/846)) ([15ab2e3](https://github.com/Monadical-SAS/reflector/commit/15ab2e306eacf575494b4b5d2b2ad779d44a1c7f))
+
+
+### Bug Fixes
+
+* websocket tests ([#825](https://github.com/Monadical-SAS/reflector/issues/825)) ([1ce1c7a](https://github.com/Monadical-SAS/reflector/commit/1ce1c7a910b6c374115d2437b17f9d288ef094dc))
+
 ## [0.32.2](https://github.com/Monadical-SAS/reflector/compare/v0.32.1...v0.32.2) (2026-02-03)


--- a/PRESENCE_RACE_DESIGN_DOC.md
+++ b/PRESENCE_RACE_DESIGN_DOC.md
@@ -1,414 +0,0 @@
-# Presence System Race Condition: Design Document
-
-## Executive Summary
-
-Users in the same Reflector room can end up in **different Daily.co rooms** due to race conditions in meeting lifecycle management. This document details the root cause, why current mitigations are insufficient, and proposes a solution that eliminates the race by design.
-
---
-
-## Problem Statement
-
-When a user quickly leaves and rejoins a meeting (e.g., closes tab and reopens within seconds), they may find themselves in a different Daily.co room than other participants in the same Reflector room. This breaks the core assumption that all users in a Reflector room share the same video call.
-
-### Symptoms
- User A and User B are in the same Reflector room but different Daily.co rooms
- User reports "I can't see/hear the other participant"
- Meeting appears active but users are isolated
-
---
-
-## Evidence: Hypothesis Simulation
-
-A simulation was built to model the presence system and find race conditions through randomized action sequences.
-
-**Location**: `server/tests/simulation/`
-
-```bash
-cd server
-
-# Current system config - finds race conditions
-uv run pytest tests/simulation/test_presence_race.py::test_presence_race_conditions_current_system
-# Result: XFAIL (expected failure - race found)
-
-# Fixed system config - no race conditions
-uv run pytest tests/simulation/test_presence_race.py::test_presence_no_race_conditions_fixed_system
-# Result: PASS
-```
-
-The simulation models:
- Discrete time clock for deterministic replay
- Daily.co rooms, participants, presence API with configurable lag
- Reflector meetings, sessions, webhooks
- User state machine: `idle → joining → handshaking → connected → leaving → idle`
- Background tasks: `poll_daily_room_presence`, `process_meetings`
-
-### Key Finding
-
-The simulation proves that **even with the Daily API call**, a race window exists during WebRTC handshake when users are invisible to the presence API.
-
---
-
-## Current System Analysis
-
-### Architecture Overview
-
-```
-┌─────────────┐     ┌─────────────┐     ┌─────────────┐
-│   Frontend  │────▶│   Backend   │────▶│  Daily.co   │
-│  (Next.js)  │     │  (FastAPI)  │     │    API      │
-└─────────────┘     └─────────────┘     └─────────────┘
-                           │
-                           ▼
-                    ┌─────────────┐
-                    │  Database   │
-                    │  (Sessions) │
-                    └─────────────┘
-```
-
-### Relevant Code Paths
-
-#### 1. Meeting Join Flow
- **File**: `server/reflector/views/rooms.py`
- **Endpoint**: `POST /rooms/{room_name}/meeting`
- Returns existing active meeting or creates new one
- User then connects to Daily.co via WebRTC (frontend)
-
-#### 2. Presence Polling
- **File**: `server/reflector/worker/process.py:642`
- **Function**: `poll_daily_room_presence()`
- Called by webhooks (`participant.joined`, `participant.left`) and `/joined`, `/leave` endpoints
- Queries Daily API for current participants
- Updates `daily_participant_sessions` table in database
-
-#### 3. Meeting Deactivation
- **File**: `server/reflector/worker/process.py:754`
- **Function**: `process_meetings()`
- Runs periodically (every 60s via Celery beat)
- Checks if meetings should be deactivated
-
-**Current implementation** (lines 806-833):
-```python
-if meeting.platform == "daily":
-    try:
-        presence = await client.get_room_presence(meeting.room_name)
-        has_active_sessions = presence.total_count > 0
-        # ...
-    except Exception:
-        logger_.warning("Daily.co presence API failed, falling back to DB sessions")
-        room_sessions = await client.get_room_sessions(meeting.room_name)
-        has_active_sessions = bool(
-            room_sessions and any(s.ended_at is None for s in room_sessions)
-        )
-```
-
-**Key observation**: The code already uses the Daily API (`get_room_presence`), not just the database. The race condition persists despite this.
-
-### Endpoints from feature-leave-endpoint Branch
-
-The `feature-leave-endpoint` branch added explicit leave/join notifications:
-
-| Endpoint | Purpose | Trigger |
-|----------|---------|---------|
-| `POST /rooms/{room_name}/meetings/{meeting_id}/join` | Get meeting info | User navigates to room |
-| `POST /rooms/{room_name}/meetings/{meeting_id}/joined` | Signal connection complete | After WebRTC connects |
-| `POST /rooms/{room_name}/meetings/{meeting_id}/leave` | Signal user leaving | Tab close via sendBeacon |
-
-These endpoints trigger `poll_daily_room_presence_task` to update session state faster than waiting for webhooks.
-
---
-
-## Race Condition: Detailed Analysis
-
-### The Fundamental Problem
-
-**The backend has no knowledge of users who are in the process of joining (WebRTC handshake phase).**
-
-Data sources available to backend:
-| Source | What it knows | Limitation |
-|--------|---------------|------------|
-| Daily Presence API | Currently connected users | 0-500ms lag; doesn't see handshaking users |
-| Database sessions | Historical join/leave events | Stale; updated by polls |
-| Webhooks | Join/leave events | Delayed; can fail |
-
-**Gap**: No source knows about users between "decided to join" and "WebRTC handshake complete".
-
-### Race Scenario Timeline
-
-```
-T+0ms:    User A connected to Meeting M1, visible in Daily presence
-T+1000ms: User A closes browser tab
-T+1050ms: participant.left webhook fires → poll_daily_room_presence queued
-T+1500ms: User A reopens tab (quick rejoin)
-T+1600ms: POST /meeting returns M1 (still active)
-T+1700ms: Frontend starts WebRTC handshake
-T+2000ms: User A in handshake - NOT visible to Daily presence API
-T+2100ms: poll runs → sees 0 participants → marks session as left_at
-T+3000ms: process_meetings runs
-T+3100ms: Daily API returns 0 participants (user still handshaking)
-T+3200ms: has_active_sessions=False, has_had_sessions=True
-T+3300ms: Meeting deactivated, Daily room deleted
-T+4000ms: User A WebRTC completes → Daily room is gone!
-T+5000ms: User B joins same Reflector room → new Meeting M2 created
-
-RESULT: User A orphaned, User B in different Daily room
-```
-
-### Why Current Mitigations Are Insufficient
-
-#### 1. Using Daily API (already implemented)
-The code already calls `get_room_presence()` instead of relying solely on database sessions. **This doesn't help** because the Daily presence API itself doesn't see users during WebRTC handshake (0-500ms consistency lag + handshake duration of 500-3000ms).
-
-#### 2. Fallback to Database
-When Daily API fails, the code falls back to database sessions. This is **worse** because database is even more stale than the API.
-
-#### 3. Leave/Join Endpoints
-The `/joined` and `/leave` endpoints trigger immediate polls, reducing the window but **not eliminating it**. The poll still only sees what Daily presence API reports.
-
---
-
-## Proposed Solutions
-
-### Option A: Grace Period (Not Recommended)
-
-Add a time-based buffer before deactivation.
-
-```python
-GRACE_PERIOD_SECONDS = 10
-
-if not has_active_sessions and has_had_sessions:
-    recent_activity = await get_recent_activity(meeting_id, within_seconds=GRACE_PERIOD_SECONDS)
-    if recent_activity:
-        continue  # Skip deactivation
-```
-
-**Pros:**
- Simple to implement
- Low risk
-
-**Cons:**
- Arbitrary timeout value (why 10s? why not 5s or 30s?)
- Feels like a hack ("setTimeout solution")
- Delays legitimate deactivation
- Doesn't eliminate race, just makes it less likely
-
-### Option B: Track "Intent to Join" (Recommended)
-
-Add explicit state tracking for users who are in the process of joining.
-
-**New endpoint**: `POST /rooms/{room_name}/meetings/{meeting_id}/joining`
-
-**Flow change**:
-```
-Current:
-1. POST /join → get meeting info
-2. Render Daily iframe (start WebRTC)
-3. POST /joined (after connected)
-
-Proposed:
-1. POST /join → get meeting info
-2. POST /joining → "I'm about to connect" ← NEW (wait for 200 OK)
-3. Render Daily iframe (start WebRTC)
-4. POST /joined (after connected)
-```
-
-**Backend tracking**:
-```python
-# On /joining endpoint
-await pending_joins.create(meeting_id=meeting_id, user_id=user_id, created_at=now())
-
-# In process_meetings
-pending = await pending_joins.get_recent(meeting_id, max_age_seconds=30)
-if pending:
-    logger.info("Meeting has pending joins, skipping deactivation")
-    continue
-
-# On /joined endpoint or timeout
-await pending_joins.delete(meeting_id=meeting_id, user_id=user_id)
-```
-
-**Pros:**
- Eliminates race by design (backend knows before Daily does)
- Explicit state machine, not time-based guessing
- Clear semantics
-
-**Cons:**
- Adds ~50-200ms latency (one round-trip before iframe renders)
- Requires frontend changes
- Needs cleanup mechanism for abandoned joins (user closes tab during handshake)
-
-### Option C: Optimistic Locking with Version
-
-Track meeting "version" that must match for deactivation.
-
-**Concept**: Each join attempt increments a version. Deactivation only proceeds if version hasn't changed since presence check.
-
-**Cons:**
- Complex to implement correctly
- Still has edge cases with concurrent joins
-
---
-
-## Recommended Approach: Option B
-
-**Track "Intent to Join"** is the cleanest solution because it:
-
-1. **Eliminates the race by design** - no timing windows
-2. **Makes state explicit** - joining/connected/leaving are tracked, not inferred
-3. **Aligns with existing patterns** - similar to `/joined` and `/leave` endpoints
-4. **No arbitrary timeouts** - unlike grace period
-
-### Data Model Change
-
-Add tracking for pending joins. Options:
-
-| Storage | Pros | Cons |
-|---------|------|------|
-| Redis key | Fast, auto-expire | Lost on Redis restart |
-| Database table | Persistent, queryable | Slightly slower |
-| In-memory | Fastest | Lost on server restart |
-
-**Recommendation**: Redis with TTL (30s expiry) for simplicity. Pending joins are ephemeral - if Redis restarts, worst case is a brief deactivation delay.
-
-```python
-# Redis key format
-pending_join:{meeting_id}:{user_id} = {timestamp}
-# TTL: 30 seconds
-```
-
-### Implementation Checklist
-
-1. **Backend: Add `/joining` endpoint**
-   - File: `server/reflector/views/rooms.py`
-   - Creates Redis key with 30s TTL
-   - Returns 200 OK
-
-2. **Backend: Modify `process_meetings()`**
-   - File: `server/reflector/worker/process.py`
-   - Before deactivation, check for pending joins
-   - If any exist, skip deactivation
-
-3. **Backend: Modify `/joined` endpoint**
-   - Clear pending join on successful connection
-
-4. **Frontend: Call `/joining` before WebRTC**
-   - File: `www/app/[roomName]/components/DailyRoom.tsx`
-   - Await response before rendering Daily iframe
-
-5. **Update simulation**
-   - Add `joining` state tracking to match new design
-   - Verify race condition is eliminated
-
-6. **Integration tests**
-   - Test quick rejoin scenario
-   - Test abandoned join (user closes during handshake)
-   - Test concurrent joins from multiple users
-
---
-
-## Files Reference
-
-### Core Files to Modify
-| File | Purpose |
-|------|---------|
-| `server/reflector/views/rooms.py` | Add `/joining` endpoint |
-| `server/reflector/worker/process.py` | Check pending joins before deactivation |
-| `www/app/[roomName]/components/DailyRoom.tsx` | Call `/joining` before WebRTC |
-
-### Reference Files
-| File | Contains |
-|------|----------|
-| `server/reflector/video_platforms/daily.py:128` | `get_room_presence()` - Daily API call |
-| `server/reflector/worker/process.py:642` | `poll_daily_room_presence()` - presence polling |
-| `server/reflector/views/daily.py:125` | Webhook handlers |
-| `server/tests/simulation/` | Hypothesis simulation proving the race |
-| `server/tests/test_daily_presence_deactivation.py` | Unit tests for presence logic |
-
-### Simulation Files
-| File | Purpose |
-|------|---------|
-| `tests/simulation/system.py` | Main simulation engine |
-| `tests/simulation/config.py` | Current vs fixed system configs |
-| `tests/simulation/state.py` | State dataclasses |
-| `tests/simulation/test_presence_race.py` | Hypothesis stateful tests |
-| `tests/simulation/test_targeted_scenarios.py` | Specific race scenarios |
-| `server/reflector/presence/model.py` | Shared state machine model |
-
---
-
-## Alternative Considered: Remove DB Fallback
-
-One simpler change discussed: remove the database fallback when Daily API fails, and "fail loudly" instead.
-
-```python
-# Current (with fallback)
-try:
-    presence = await client.get_room_presence(meeting.room_name)
-    has_active_sessions = presence.total_count > 0
-except Exception:
-    # Fallback to stale DB
-    room_sessions = await client.get_room_sessions(meeting.room_name)
-    has_active_sessions = bool(room_sessions and any(s.ended_at is None for s in room_sessions))
-
-# Proposed (fail loudly)
-try:
-    presence = await client.get_room_presence(meeting.room_name)
-    has_active_sessions = presence.total_count > 0
-except Exception:
-    logger.error("Daily API failed, skipping deactivation check for this meeting")
-    continue  # Don't deactivate if we can't verify
-```
-
-**This helps but doesn't eliminate the race** - it only removes one failure mode (stale DB). The core race (handshake invisibility) remains.
-
---
-
-## Conclusion
-
-The presence system race condition is a **data model gap**, not a timing issue that can be solved with grace periods. The backend needs explicit knowledge of users who intend to join, before they become visible to the Daily presence API.
-
-The recommended fix is to add a `/joining` endpoint that the frontend calls before starting WebRTC. This creates a "reservation" that prevents premature meeting deactivation during the handshake window.
-
-This approach:
- Eliminates the race by design
- Adds minimal latency (~50-200ms)
- Follows explicit state machine principles
- Avoids arbitrary timeout hacks
-
---
-
-## Appendix: Simulation Test Results
-
-```
-$ uv run pytest tests/simulation/ -v
-
-tests/simulation/test_model_conformance.py::TestModelConformance::test_simulation_uses_model_states PASSED
-tests/simulation/test_model_conformance.py::TestModelConformance::test_simulation_respects_transitions PASSED
-tests/simulation/test_model_conformance.py::TestModelConformance::test_simulation_invalid_transitions_checked PASSED
-tests/simulation/test_model_conformance.py::TestModelConformance::test_simulation_implements_protocols PASSED
-tests/simulation/test_model_conformance.py::TestModelConformance::test_simulation_uses_shared_invariants PASSED
-tests/simulation/test_model_conformance.py::TestProductionStateMachine::test_state_machine_has_all_states PASSED
-tests/simulation/test_model_conformance.py::TestProductionStateMachine::test_state_machine_valid_transitions PASSED
-tests/simulation/test_model_conformance.py::TestProductionStateMachine::test_state_machine_invalid_transitions_raise PASSED
-tests/simulation/test_model_conformance.py::TestProductionStateMachine::test_guarded_user_state_transitions PASSED
-tests/simulation/test_model_conformance.py::TestProductionStateMachine::test_guarded_user_state_rejects_invalid PASSED
-tests/simulation/test_model_conformance.py::TestProductionStateMachine::test_guarded_user_state_tracks_history PASSED
-tests/simulation/test_model_conformance.py::TestInvariantConsistency::test_invariants_same_between_model_and_simulation PASSED
-tests/simulation/test_model_conformance.py::test_quick_conformance_check PASSED
-tests/simulation/test_presence_race.py::TestPresenceRaceFixed::runTest PASSED
-tests/simulation/test_presence_race.py::test_presence_race_conditions_current_system XFAIL
-tests/simulation/test_presence_race.py::test_presence_no_race_conditions_fixed_system PASSED
-tests/simulation/test_presence_race.py::test_smoke_presence_simulation PASSED
-tests/simulation/test_targeted_scenarios.py::TestQuickRejoinRace::test_quick_rejoin_causes_split PASSED
-tests/simulation/test_targeted_scenarios.py::TestQuickRejoinRace::test_quick_rejoin_fixed_system PASSED
-tests/simulation/test_targeted_scenarios.py::TestSimultaneousJoins::test_two_users_join_simultaneously PASSED
-tests/simulation/test_targeted_scenarios.py::TestProcessMeetingsRace::test_process_meetings_during_handshake PASSED
-tests/simulation/test_targeted_scenarios.py::TestPresenceLagRace::test_presence_lag_causes_incorrect_count PASSED
-tests/simulation/test_targeted_scenarios.py::TestMeetingDeactivationEdgeCases::test_deactivation_with_no_sessions PASSED
-tests/simulation/test_targeted_scenarios.py::TestMeetingDeactivationEdgeCases::test_deactivation_requires_had_sessions PASSED
-tests/simulation/test_targeted_scenarios.py::TestEventLogTracing::test_event_log_captures_flow PASSED
-tests/simulation/test_targeted_scenarios.py::test_config_presets PASSED
-
-================== 25 passed, 1 xfailed ==================
-```
-
-The `xfail` test (`test_presence_race_conditions_current_system`) demonstrates that the current system configuration has race conditions that can be found through randomized testing.
--- a/docker-compose.standalone.yml
+++ b/docker-compose.standalone.yml
@@ -0,0 +1,219 @@
+# Self-contained standalone compose for fully local deployment (no external dependencies).
+# Usage: docker compose -f docker-compose.standalone.yml up -d
+#
+# On Linux with NVIDIA GPU, also pass: --profile ollama-gpu
+# On Linux without GPU:                --profile ollama-cpu
+# On Mac: Ollama runs natively (Metal GPU) — no profile needed, services here unused.
+
+services:
+  server:
+    build:
+      context: server
+    ports:
+      - "1250:1250"
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
+    volumes:
+      - ./server/:/app/
+      - /app/.venv
+    env_file:
+      - ./server/.env
+    environment:
+      ENTRYPOINT: server
+      # Docker DNS names instead of localhost
+      DATABASE_URL: postgresql+asyncpg://reflector:reflector@postgres:5432/reflector
+      REDIS_HOST: redis
+      CELERY_BROKER_URL: redis://redis:6379/1
+      CELERY_RESULT_BACKEND: redis://redis:6379/1
+      # Standalone doesn't run Hatchet
+      HATCHET_CLIENT_SERVER_URL: ""
+      HATCHET_CLIENT_HOST_PORT: ""
+      # Self-hosted transcription/diarization via CPU service
+      TRANSCRIPT_BACKEND: modal
+      TRANSCRIPT_URL: http://cpu:8000
+      TRANSCRIPT_MODAL_API_KEY: local
+      DIARIZATION_BACKEND: modal
+      DIARIZATION_URL: http://cpu:8000
+    depends_on:
+      postgres:
+        condition: service_healthy
+      redis:
+        condition: service_started
+
+  worker:
+    build:
+      context: server
+    volumes:
+      - ./server/:/app/
+      - /app/.venv
+    env_file:
+      - ./server/.env
+    environment:
+      ENTRYPOINT: worker
+      HATCHET_CLIENT_SERVER_URL: ""
+      HATCHET_CLIENT_HOST_PORT: ""
+      TRANSCRIPT_BACKEND: modal
+      TRANSCRIPT_URL: http://cpu:8000
+      TRANSCRIPT_MODAL_API_KEY: local
+      DIARIZATION_BACKEND: modal
+      DIARIZATION_URL: http://cpu:8000
+    depends_on:
+      redis:
+        condition: service_started
+
+  beat:
+    build:
+      context: server
+    volumes:
+      - ./server/:/app/
+      - /app/.venv
+    env_file:
+      - ./server/.env
+    environment:
+      ENTRYPOINT: beat
+    depends_on:
+      redis:
+        condition: service_started
+
+  redis:
+    image: redis:7.2
+    ports:
+      - 6379:6379
+
+  postgres:
+    image: postgres:17
+    command: postgres -c 'max_connections=200'
+    ports:
+      - 5432:5432
+    environment:
+      POSTGRES_USER: reflector
+      POSTGRES_PASSWORD: reflector
+      POSTGRES_DB: reflector
+    volumes:
+      - ./data/postgres:/var/lib/postgresql/data
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -d reflector -U reflector"]
+      interval: 5s
+      timeout: 5s
+      retries: 10
+      start_period: 15s
+
+  web:
+    image: reflector-frontend-standalone
+    build:
+      context: ./www
+    ports:
+      - "3000:3000"
+    command: ["node", "server.js"]
+    environment:
+      NODE_ENV: production
+      # Browser-facing URLs (host-accessible ports)
+      API_URL: http://localhost:1250
+      WEBSOCKET_URL: ws://localhost:1250
+      SITE_URL: http://localhost:3000
+      # Server-side URLs (docker-network internal)
+      SERVER_API_URL: http://server:1250
+      KV_URL: redis://redis:6379
+      KV_USE_TLS: "false"
+      # Standalone: no external auth provider
+      FEATURE_REQUIRE_LOGIN: "false"
+      NEXTAUTH_URL: http://localhost:3000
+      NEXTAUTH_SECRET: standalone-local-secret
+      # Nullify partial auth vars inherited from base env_file
+      AUTHENTIK_ISSUER: ""
+      AUTHENTIK_REFRESH_TOKEN_URL: ""
+
+  garage:
+    image: dxflrs/garage:v1.1.0
+    ports:
+      - "3900:3900"   # S3 API
+      - "3903:3903"   # Admin API
+    volumes:
+      - garage_data:/var/lib/garage/data
+      - garage_meta:/var/lib/garage/meta
+      - ./data/garage.toml:/etc/garage.toml:ro
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "/garage", "stats"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 5s
+
+  cpu:
+    build:
+      context: ./gpu/self_hosted
+      dockerfile: Dockerfile.cpu
+    ports:
+      - "8100:8000"
+    volumes:
+      - gpu_cache:/root/.cache
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8000/docs"]
+      interval: 15s
+      timeout: 5s
+      retries: 10
+      start_period: 120s
+
+  gpu-nvidia:
+    build:
+      context: ./gpu/self_hosted
+    profiles: ["gpu-nvidia"]
+    volumes:
+      - gpu_cache:/root/.cache
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: [gpu]
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8000/docs"]
+      interval: 15s
+      timeout: 5s
+      retries: 10
+      start_period: 120s
+
+  ollama:
+    image: ollama/ollama:latest
+    profiles: ["ollama-gpu"]
+    ports:
+      - "11434:11434"
+    volumes:
+      - ollama_data:/root/.ollama
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all
+              capabilities: [gpu]
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:11434/api/tags"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+
+  ollama-cpu:
+    image: ollama/ollama:latest
+    profiles: ["ollama-cpu"]
+    ports:
+      - "11434:11434"
+    volumes:
+      - ollama_data:/root/.ollama
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:11434/api/tags"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+
+volumes:
+  garage_data:
+  garage_meta:
+  ollama_data:
+  gpu_cache:
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -2,8 +2,7 @@ services:
  server:
    build:
      context: server
-    ports:
-      - 1250:1250
+    network_mode: host
    volumes:
      - ./server/:/app/
      - /app/.venv
@@ -11,6 +10,12 @@ services:
      - ./server/.env
    environment:
      ENTRYPOINT: server
+      DATABASE_URL: postgresql+asyncpg://reflector:reflector@localhost:5432/reflector
+      REDIS_HOST: localhost
+      CELERY_BROKER_URL: redis://localhost:6379/1
+      CELERY_RESULT_BACKEND: redis://localhost:6379/1
+      HATCHET_CLIENT_SERVER_URL: http://localhost:8889
+      HATCHET_CLIENT_HOST_PORT: localhost:7078

  worker:
    build:
@@ -22,6 +27,11 @@ services:
      - ./server/.env
    environment:
      ENTRYPOINT: worker
+      HATCHET_CLIENT_SERVER_URL: http://hatchet:8888
+      HATCHET_CLIENT_HOST_PORT: hatchet:7077
+    depends_on:
+      redis:
+        condition: service_started

  beat:
    build:
@@ -33,6 +43,9 @@ services:
      - ./server/.env
    environment:
      ENTRYPOINT: beat
+    depends_on:
+      redis:
+        condition: service_started

  hatchet-worker-cpu:
    build:
@@ -44,6 +57,8 @@ services:
      - ./server/.env
    environment:
      ENTRYPOINT: hatchet-worker-cpu
+      HATCHET_CLIENT_SERVER_URL: http://hatchet:8888
+      HATCHET_CLIENT_HOST_PORT: hatchet:7077
    depends_on:
      hatchet:
        condition: service_healthy
@@ -57,6 +72,8 @@ services:
      - ./server/.env
    environment:
      ENTRYPOINT: hatchet-worker-llm
+      HATCHET_CLIENT_SERVER_URL: http://hatchet:8888
+      HATCHET_CLIENT_HOST_PORT: hatchet:7077
    depends_on:
      hatchet:
        condition: service_healthy
@@ -75,10 +92,16 @@ services:
    volumes:
      - ./www:/app/
      - /app/node_modules
+      - next_cache:/app/.next
    env_file:
      - ./www/.env.local
    environment:
      - NODE_ENV=development
+      - SERVER_API_URL=http://host.docker.internal:1250
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
+    depends_on:
+      - server

  postgres:
    image: postgres:17
@@ -94,13 +117,14 @@ services:
      - ./server/docker/init-hatchet-db.sql:/docker-entrypoint-initdb.d/init-hatchet-db.sql:ro
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -d reflector -U reflector"]
-      interval: 10s
-      timeout: 10s
-      retries: 5
-      start_period: 10s
+      interval: 5s
+      timeout: 5s
+      retries: 10
+      start_period: 15s

  hatchet:
    image: ghcr.io/hatchet-dev/hatchet/hatchet-lite:latest
+    restart: on-failure
    ports:
      - "8889:8888"
      - "7078:7077"
@@ -108,7 +132,7 @@ services:
      postgres:
        condition: service_healthy
    environment:
-      DATABASE_URL: "postgresql://reflector:reflector@postgres:5432/hatchet?sslmode=disable"
+      DATABASE_URL: "postgresql://reflector:reflector@postgres:5432/hatchet?sslmode=disable&connect_timeout=30"
      SERVER_AUTH_COOKIE_DOMAIN: localhost
      SERVER_AUTH_COOKIE_INSECURE: "t"
      SERVER_GRPC_BIND_ADDRESS: "0.0.0.0"
@@ -128,6 +152,5 @@ services:
      retries: 5
      start_period: 30s

-networks:
-  default:
-    attachable: true
+volumes:
+  next_cache:
--- a/docs/docs/installation/setup-standalone.md
+++ b/docs/docs/installation/setup-standalone.md
@@ -0,0 +1,214 @@
+---
+sidebar_position: 2
+title: Standalone Local Setup
+---
+
+# Standalone Local Setup
+
+**The goal**: a clueless user clones the repo, runs one script, and has a working Reflector instance locally. No cloud accounts, no API keys, no manual env file editing.
+
+```bash
+git clone https://github.com/monadical-sas/reflector.git
+cd reflector
+./scripts/setup-standalone.sh
+```
+
+The script is idempotent — safe to re-run at any time. It detects what's already set up and skips completed steps.
+
+## Prerequisites
+
+- Docker / OrbStack / Docker Desktop (any)
+- Mac (Apple Silicon) or Linux
+- 16GB+ RAM (32GB recommended for 14B LLM models)
+- **Mac only**: [Ollama](https://ollama.com/download) installed (`brew install ollama`)
+
+## What the script does
+
+### 1. LLM inference via Ollama
+
+**Mac**: starts Ollama natively (Metal GPU acceleration). Pulls the LLM model. Docker containers reach it via `host.docker.internal:11434`.
+
+**Linux**: starts containerized Ollama via `docker-compose.standalone.yml` profile (`ollama-gpu` with NVIDIA, `ollama-cpu` without). Pulls model inside the container.
+
+### 2. Environment files
+
+Generates `server/.env` and `www/.env.local` with standalone defaults:
+
+**`server/.env`** — key settings:
+
+| Variable | Value | Why |
+|----------|-------|-----|
+| `DATABASE_URL` | `postgresql+asyncpg://...@postgres:5432/reflector` | Docker-internal hostname |
+| `REDIS_HOST` | `redis` | Docker-internal hostname |
+| `CELERY_BROKER_URL` | `redis://redis:6379/1` | Docker-internal hostname |
+| `AUTH_BACKEND` | `none` | No Authentik in standalone |
+| `TRANSCRIPT_BACKEND` | `modal` | HTTP API to self-hosted CPU service |
+| `TRANSCRIPT_URL` | `http://cpu:8000` | Docker-internal CPU service |
+| `DIARIZATION_BACKEND` | `modal` | HTTP API to self-hosted CPU service |
+| `DIARIZATION_URL` | `http://cpu:8000` | Docker-internal CPU service |
+| `TRANSLATION_BACKEND` | `passthrough` | No Modal |
+| `LLM_URL` | `http://host.docker.internal:11434/v1` (Mac) | Ollama endpoint |
+
+**`www/.env.local`** — key settings:
+
+| Variable | Value |
+|----------|-------|
+| `API_URL` | `http://localhost:1250` |
+| `SERVER_API_URL` | `http://server:1250` |
+| `WEBSOCKET_URL` | `ws://localhost:1250` |
+| `FEATURE_REQUIRE_LOGIN` | `false` |
+| `NEXTAUTH_SECRET` | `standalone-dev-secret-not-for-production` |
+
+If env files already exist (including symlinks from worktree setup), the script resolves symlinks and ensures all standalone-critical vars are set. Existing vars not related to standalone are preserved.
+
+### 3. Object storage (Garage)
+
+Standalone uses [Garage](https://garagehq.deuxfleurs.fr/) — a lightweight S3-compatible object store running in Docker. The setup script starts Garage, initializes the layout, creates a bucket and access key, and writes the credentials to `server/.env`.
+
+**`server/.env`** — storage settings added by the script:
+
+| Variable | Value | Why |
+|----------|-------|-----|
+| `TRANSCRIPT_STORAGE_BACKEND` | `aws` | Uses the S3-compatible storage driver |
+| `TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL` | `http://garage:3900` | Docker-internal Garage S3 API |
+| `TRANSCRIPT_STORAGE_AWS_BUCKET_NAME` | `reflector-media` | Created by the script |
+| `TRANSCRIPT_STORAGE_AWS_REGION` | `garage` | Must match Garage config |
+| `TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID` | *(auto-generated)* | Created by `garage key create` |
+| `TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY` | *(auto-generated)* | Created by `garage key create` |
+
+The `TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL` setting enables S3-compatible backends. When set, the storage driver uses path-style addressing and routes all requests to the custom endpoint. When unset (production AWS), behavior is unchanged.
+
+Garage config template lives at `scripts/garage.toml`. The setup script generates `data/garage.toml` (gitignored) with a random RPC secret and mounts it read-only into the container. Single-node, `replication_factor=1`.
+
+> **Note**: Presigned URLs embed the Garage Docker hostname (`http://garage:3900`). This is fine — the server proxies S3 responses to the browser. Modal GPU workers cannot reach internal Garage, but standalone doesn't use Modal.
+
+### 4. Transcription and diarization
+
+Standalone runs the self-hosted ML service (`gpu/self_hosted/`) in a CPU-only Docker container named `cpu`. This is the same FastAPI service used for Modal.com GPU deployments, but built with `Dockerfile.cpu` (no NVIDIA CUDA dependencies). The compose service is named `cpu` (not `gpu`) to make clear it runs without GPU acceleration; the source code lives in `gpu/self_hosted/` because it's shared with the GPU deployment.
+
+The `modal` backend name is reused — it just means "HTTP API client". Setting `TRANSCRIPT_URL` / `DIARIZATION_URL` to `http://cpu:8000` routes requests to the local container instead of Modal.com.
+
+On first start, the service downloads pyannote speaker diarization models (~1GB) from a public S3 bundle. Models are cached in a Docker volume (`gpu_cache`) so subsequent starts are fast. No HuggingFace token or API key needed.
+
+> **Performance**: CPU-only transcription and diarization work but are slow (~15 min for a 3 min file). For faster processing on Linux with NVIDIA GPU, use `--profile gpu-nvidia` instead (see `docker-compose.standalone.yml`).
+
+### 5. Docker services
+
+```bash
+docker compose up -d postgres redis garage cpu server worker beat web
+```
+
+All services start in a single command. Garage and `cpu` are already started by earlier steps but included for idempotency. No Hatchet in standalone mode — LLM processing (summaries, topics, titles) runs via Celery tasks.
+
+### 6. Database migrations
+
+Run automatically by the `server` container on startup (`runserver.sh` calls `alembic upgrade head`). No manual step needed.
+
+### 7. Health check
+
+Verifies:
+- CPU service responds (transcription + diarization ready)
+- Server responds at `http://localhost:1250/health`
+- Frontend serves at `http://localhost:3000`
+- LLM endpoint reachable from inside containers
+
+## Services
+
+| Service | Port | Purpose |
+|---------|------|---------|
+| `server` | 1250 | FastAPI backend (runs migrations on start) |
+| `web` | 3000 | Next.js frontend |
+| `postgres` | 5432 | PostgreSQL database |
+| `redis` | 6379 | Cache + Celery broker |
+| `garage` | 3900, 3903 | S3-compatible object storage (S3 API + admin API) |
+| `cpu` | — | Self-hosted transcription + diarization (CPU-only) |
+| `worker` | — | Celery worker (live pipeline post-processing) |
+| `beat` | — | Celery beat (scheduled tasks) |
+
+## Testing programmatically
+
+After the setup script completes, verify the full pipeline (upload, transcription, diarization, LLM summary) via the API:
+
+```bash
+# 1. Create a transcript
+TRANSCRIPT_ID=$(curl -s -X POST 'http://localhost:1250/v1/transcripts' \
+  -H 'Content-Type: application/json' \
+  -d '{"name":"test-upload"}' | python3 -c "import sys,json; print(json.load(sys.stdin)['id'])")
+echo "Created: $TRANSCRIPT_ID"
+
+# 2. Upload an audio file (single-chunk upload)
+curl -s "http://localhost:1250/v1/transcripts/${TRANSCRIPT_ID}/record/upload?chunk_number=0&total_chunks=1" \
+  -X POST -F "chunk=@/path/to/audio.mp3"
+
+# 3. Poll until processing completes (status: ended or error)
+while true; do
+  STATUS=$(curl -s "http://localhost:1250/v1/transcripts/${TRANSCRIPT_ID}" \
+    | python3 -c "import sys,json; print(json.load(sys.stdin)['status'])")
+  echo "Status: $STATUS"
+  case "$STATUS" in ended|error) break;; esac
+  sleep 10
+done
+
+# 4. Check the result
+curl -s "http://localhost:1250/v1/transcripts/${TRANSCRIPT_ID}" | python3 -m json.tool
+```
+
+Expected result: status `ended`, auto-generated `title`, `short_summary`, `long_summary`, and `transcript` text with `Speaker 0` / `Speaker 1` labels.
+
+CPU-only processing is slow (~15 min for a 3 min audio file). Diarization finishes in ~3 min, transcription takes the rest.
+
+## Troubleshooting
+
+### Port conflicts (most common issue)
+
+If the frontend or backend behaves unexpectedly (e.g., env vars seem ignored, changes don't take effect), **check for port conflicts first**:
+
+```bash
+# Check what's listening on key ports
+lsof -i :3000   # frontend
+lsof -i :1250   # backend
+lsof -i :5432   # postgres
+lsof -i :3900   # Garage S3 API
+lsof -i :6379   # Redis
+
+# Kill stale processes on a port
+lsof -ti :3000 | xargs kill
+```
+
+Common causes:
+- A stale `next dev` or `pnpm dev` process from another terminal/worktree
+- Another Docker Compose project (different worktree) with containers on the same ports — the setup script only manages its own project; containers from other projects must be stopped manually (`docker ps` to find them, `docker stop` to kill them)
+
+The setup script checks ports 3000, 1250, 5432, 6379, 3900, 3903 for conflicts before starting services. It ignores OrbStack/Docker Desktop port forwarding processes (which always bind these ports but are not real conflicts).
+
+### OrbStack false port-conflict warnings (Mac)
+
+If you use OrbStack as your Docker runtime, `lsof` will show OrbStack binding ports like 3000, 1250, etc. even when no containers are running. This is OrbStack's port forwarding mechanism — not a real conflict. The setup script filters these out automatically.
+
+### Re-enabling authentication
+
+Standalone runs without authentication (`FEATURE_REQUIRE_LOGIN=false`, `AUTH_BACKEND=none`). To re-enable:
+
+1. In `www/.env.local`: set `FEATURE_REQUIRE_LOGIN=true`, uncomment `AUTHENTIK_ISSUER` and `AUTHENTIK_REFRESH_TOKEN_URL`
+2. In `server/.env`: set `AUTH_BACKEND=authentik` (or your backend), configure `AUTH_JWT_AUDIENCE`
+3. Restart: `docker compose -f docker-compose.standalone.yml up -d --force-recreate web server`
+
+## What's NOT covered
+
+These require external accounts and infrastructure that can't be scripted:
+
+- **Live meeting rooms** — requires Daily.co account, S3 bucket, IAM roles
+- **Authentication** — requires Authentik deployment and OAuth configuration
+- **Hatchet workflows** — requires separate Hatchet setup for multitrack processing
+- **Production deployment** — see [Deployment Guide](./overview)
+
+## Current status
+
+All steps implemented. The setup script handles everything end-to-end:
+
+- Step 1 (Ollama/LLM) — implemented
+- Step 2 (environment files) — implemented
+- Step 3 (object storage / Garage) — implemented
+- Step 4 (transcription/diarization) — implemented (self-hosted GPU service)
+- Steps 5-7 (Docker, migrations, health) — implemented
+- **Unified script**: `scripts/setup-standalone.sh`
--- a/gpu/self_hosted/Dockerfile.cpu
+++ b/gpu/self_hosted/Dockerfile.cpu
@@ -0,0 +1,39 @@
+FROM python:3.12-slim
+
+ENV PYTHONUNBUFFERED=1 \
+    UV_LINK_MODE=copy \
+    UV_NO_CACHE=1
+
+WORKDIR /tmp
+RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
+ --mount=type=cache,target=/var/lib/apt,sharing=locked \
+ apt-get update \
+ && apt-get install -y \
+    ffmpeg \
+    curl \
+    ca-certificates \
+    gnupg \
+    wget
+ADD https://astral.sh/uv/install.sh /uv-installer.sh
+RUN sh /uv-installer.sh && rm /uv-installer.sh
+ENV PATH="/root/.local/bin/:$PATH"
+
+RUN mkdir -p /app
+WORKDIR /app
+COPY pyproject.toml uv.lock /app/
+
+
+COPY ./app /app/app
+COPY ./main.py /app/
+COPY ./runserver.sh /app/
+
+# prevent uv failing with too many open files on big cpus
+ENV UV_CONCURRENT_INSTALLS=16
+
+# first install
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --compile-bytecode --locked
+
+EXPOSE 8000
+
+CMD ["sh", "/app/runserver.sh"]
--- a/gpu/self_hosted/app/auth.py
+++ b/gpu/self_hosted/app/auth.py
@@ -3,14 +3,14 @@ import os
 from fastapi import Depends, HTTPException, status
 from fastapi.security import OAuth2PasswordBearer

-oauth2_scheme = OAuth2PasswordBearer(tokenUrl="token")
+oauth2_scheme = OAuth2PasswordBearer(tokenUrl="token", auto_error=False)


-def apikey_auth(apikey: str = Depends(oauth2_scheme)):
+def apikey_auth(apikey: str | None = Depends(oauth2_scheme)):
    required_key = os.environ.get("REFLECTOR_GPU_APIKEY")
    if not required_key:
        return
-    if apikey == required_key:
+    if apikey and apikey == required_key:
        return
    raise HTTPException(
        status_code=status.HTTP_401_UNAUTHORIZED,
--- a/gpu/self_hosted/app/services/diarizer.py
+++ b/gpu/self_hosted/app/services/diarizer.py
@@ -1,10 +1,65 @@
+import logging
 import os
+import tarfile
 import threading
+from pathlib import Path
+from urllib.request import urlopen

 import torch
 import torchaudio
+import yaml
 from pyannote.audio import Pipeline

+logger = logging.getLogger(__name__)
+
+S3_BUNDLE_URL = "https://reflector-public.s3.us-east-1.amazonaws.com/pyannote-speaker-diarization-3.1.tar.gz"
+BUNDLE_CACHE_DIR = Path("/root/.cache/pyannote-bundle")
+
+
+def _ensure_model(cache_dir: Path) -> str:
+    """Download and extract S3 model bundle if not cached."""
+    model_dir = cache_dir / "pyannote-speaker-diarization-3.1"
+    config_path = model_dir / "config.yaml"
+
+    if config_path.exists():
+        logger.info("Using cached model bundle at %s", model_dir)
+        return str(model_dir)
+
+    cache_dir.mkdir(parents=True, exist_ok=True)
+    tarball_path = cache_dir / "model.tar.gz"
+
+    logger.info("Downloading model bundle from %s", S3_BUNDLE_URL)
+    with urlopen(S3_BUNDLE_URL) as response, open(tarball_path, "wb") as f:
+        while chunk := response.read(8192):
+            f.write(chunk)
+
+    logger.info("Extracting model bundle")
+    with tarfile.open(tarball_path, "r:gz") as tar:
+        tar.extractall(path=cache_dir, filter="data")
+    tarball_path.unlink()
+
+    _patch_config(model_dir, cache_dir)
+    return str(model_dir)
+
+
+def _patch_config(model_dir: Path, cache_dir: Path) -> None:
+    """Rewrite config.yaml to reference local pytorch_model.bin paths."""
+    config_path = model_dir / "config.yaml"
+    with open(config_path) as f:
+        config = yaml.safe_load(f)
+
+    config["pipeline"]["params"]["segmentation"] = str(
+        cache_dir / "pyannote-segmentation-3.0" / "pytorch_model.bin"
+    )
+    config["pipeline"]["params"]["embedding"] = str(
+        cache_dir / "pyannote-wespeaker-voxceleb-resnet34-LM" / "pytorch_model.bin"
+    )
+
+    with open(config_path, "w") as f:
+        yaml.dump(config, f)
+
+    logger.info("Patched config.yaml with local model paths")
+

 class PyannoteDiarizationService:
    def __init__(self):
@@ -14,10 +69,20 @@ class PyannoteDiarizationService:

    def load(self):
        self._device = "cuda" if torch.cuda.is_available() else "cpu"
-        self._pipeline = Pipeline.from_pretrained(
-            "pyannote/speaker-diarization-3.1",
-            use_auth_token=os.environ.get("HF_TOKEN"),
-        )
+        hf_token = os.environ.get("HF_TOKEN")
+
+        if hf_token:
+            logger.info("Loading pyannote model from HuggingFace (HF_TOKEN set)")
+            self._pipeline = Pipeline.from_pretrained(
+                "pyannote/speaker-diarization-3.1",
+                use_auth_token=hf_token,
+            )
+        else:
+            logger.info("HF_TOKEN not set — loading model from S3 bundle")
+            model_path = _ensure_model(BUNDLE_CACHE_DIR)
+            config_path = Path(model_path) / "config.yaml"
+            self._pipeline = Pipeline.from_pretrained(str(config_path))
+
        self._pipeline.to(torch.device(self._device))

    def diarize_file(self, file_path: str, timestamp: float = 0.0) -> dict:
--- a/scripts/garage.toml
+++ b/scripts/garage.toml
@@ -0,0 +1,14 @@
+metadata_dir = "/var/lib/garage/meta"
+data_dir = "/var/lib/garage/data"
+replication_factor = 1
+
+rpc_secret = "__GARAGE_RPC_SECRET__"
+rpc_bind_addr = "[::]:3901"
+
+[s3_api]
+api_bind_addr = "[::]:3900"
+s3_region = "garage"
+root_domain = ".s3.garage.localhost"
+
+[admin]
+api_bind_addr = "[::]:3903"
--- a/scripts/setup-standalone.sh
+++ b/scripts/setup-standalone.sh
@@ -0,0 +1,544 @@
+#!/usr/bin/env bash
+#
+# Standalone local development setup for Reflector.
+# Takes a fresh clone to a working instance — no cloud accounts, no API keys.
+#
+# Usage:
+#   ./scripts/setup-standalone.sh
+#
+# Idempotent — safe to re-run at any time.
+#
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+ROOT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
+
+SERVER_ENV="$ROOT_DIR/server/.env"
+WWW_ENV="$ROOT_DIR/www/.env.local"
+
+MODEL="${LLM_MODEL:-qwen2.5:14b}"
+OLLAMA_PORT="${OLLAMA_PORT:-11434}"
+
+OS="$(uname -s)"
+
+# --- Colors ---
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+CYAN='\033[0;36m'
+NC='\033[0m'
+
+info()  { echo -e "${CYAN}==>${NC} $*"; }
+ok()    { echo -e "${GREEN}  ✓${NC} $*"; }
+warn()  { echo -e "${YELLOW}  !${NC} $*"; }
+err()   { echo -e "${RED}  ✗${NC} $*" >&2; }
+
+# --- Helpers ---
+
+dump_diagnostics() {
+    local failed_svc="${1:-}"
+    echo ""
+    err "========== DIAGNOSTICS =========="
+
+    err "Container status:"
+    compose_cmd ps -a --format "table {{.Name}}\t{{.Status}}" 2>/dev/null || true
+    echo ""
+
+    # Show logs for any container that exited
+    local stopped
+    stopped=$(compose_cmd ps -a --format '{{.Name}}\t{{.Status}}' 2>/dev/null \
+        | grep -iv 'up\|running' | awk -F'\t' '{print $1}' || true)
+    for c in $stopped; do
+        err "--- Logs for $c (exited/unhealthy) ---"
+        docker logs --tail 30 "$c" 2>&1 || true
+        echo ""
+    done
+
+    # If a specific service failed, always show its logs
+    if [[ -n "$failed_svc" ]]; then
+        err "--- Logs for $failed_svc (last 40) ---"
+        compose_cmd logs "$failed_svc" --tail 40 2>&1 || true
+        echo ""
+        # Try health check from inside the container as extra signal
+        err "--- Internal health check ($failed_svc) ---"
+        compose_cmd exec -T "$failed_svc" \
+            curl -sf http://localhost:1250/health 2>&1 || echo "(not reachable internally either)"
+    fi
+
+    err "================================="
+}
+
+trap 'dump_diagnostics' ERR
+
+# Get the image ID for a compose service (works even when containers are not running).
+svc_image_id() {
+    local svc="$1"
+    # Extract image name from compose config YAML, fall back to <project>-<service>
+    local img_name
+    img_name=$(compose_cmd config 2>/dev/null \
+        | sed -n "/^  ${svc}:/,/^  [a-z]/p" | grep '^\s*image:' | awk '{print $2}')
+    img_name="${img_name:-reflector-$svc}"
+    docker images -q "$img_name" 2>/dev/null | head -1
+}
+
+# Ensure images with build contexts are up-to-date.
+# Docker layer cache makes this fast (~seconds) when source hasn't changed.
+rebuild_images() {
+    local svc
+    for svc in web cpu; do
+        local old_id
+        old_id=$(svc_image_id "$svc")
+        old_id="${old_id:-<none>}"
+
+        info "Building $svc..."
+        compose_cmd build "$svc"
+
+        local new_id
+        new_id=$(svc_image_id "$svc")
+
+        if [[ "$old_id" == "$new_id" ]]; then
+            ok "$svc unchanged (${new_id:0:12})"
+        else
+            ok "$svc rebuilt (${old_id:0:12} -> ${new_id:0:12})"
+        fi
+    done
+}
+
+wait_for_url() {
+    local url="$1" label="$2" retries="${3:-30}" interval="${4:-2}"
+    for i in $(seq 1 "$retries"); do
+        if curl -sf "$url" > /dev/null 2>&1; then
+            return 0
+        fi
+        echo -ne "\r  Waiting for $label... ($i/$retries)"
+        sleep "$interval"
+    done
+    echo ""
+    err "$label not responding at $url after $retries attempts"
+    return 1
+}
+
+env_has_key() {
+    local file="$1" key="$2"
+    grep -q "^${key}=" "$file" 2>/dev/null
+}
+
+env_set() {
+    local file="$1" key="$2" value="$3"
+    if env_has_key "$file" "$key"; then
+        # Replace existing value (portable sed)
+        if [[ "$OS" == "Darwin" ]]; then
+            sed -i '' "s|^${key}=.*|${key}=${value}|" "$file"
+        else
+            sed -i "s|^${key}=.*|${key}=${value}|" "$file"
+        fi
+    else
+        echo "${key}=${value}" >> "$file"
+    fi
+}
+
+resolve_symlink() {
+    local file="$1"
+    if [[ -L "$file" ]]; then
+        warn "$(basename "$file") is a symlink — creating standalone copy"
+        cp -L "$file" "$file.tmp"
+        rm "$file"
+        mv "$file.tmp" "$file"
+    fi
+}
+
+compose_cmd() {
+    local compose_files="-f $ROOT_DIR/docker-compose.standalone.yml"
+    if [[ "$OS" == "Linux" ]] && [[ -n "${OLLAMA_PROFILE:-}" ]]; then
+        docker compose $compose_files --profile "$OLLAMA_PROFILE" "$@"
+    else
+        docker compose $compose_files "$@"
+    fi
+}
+
+# =========================================================
+# Step 1: LLM / Ollama
+# =========================================================
+step_llm() {
+    info "Step 1: LLM setup (Ollama + $MODEL)"
+
+    case "$OS" in
+        Darwin)
+            if ! command -v ollama &> /dev/null; then
+                err "Ollama not found. Install it:"
+                err "  brew install ollama"
+                err "  # or https://ollama.com/download"
+                exit 1
+            fi
+
+            # Start if not running
+            if ! curl -sf "http://localhost:$OLLAMA_PORT/api/tags" > /dev/null 2>&1; then
+                info "Starting Ollama..."
+                ollama serve &
+                disown
+            fi
+
+            wait_for_url "http://localhost:$OLLAMA_PORT/api/tags" "Ollama"
+            echo ""
+
+            # Pull model if not already present
+            if ollama list 2>/dev/null | awk '{print $1}' | grep -qxF "$MODEL"; then
+                ok "Model $MODEL already pulled"
+            else
+                info "Pulling model $MODEL (this may take a while)..."
+                ollama pull "$MODEL"
+            fi
+
+            LLM_URL_VALUE="http://host.docker.internal:$OLLAMA_PORT/v1"
+            ;;
+
+        Linux)
+            if command -v nvidia-smi &> /dev/null && nvidia-smi > /dev/null 2>&1; then
+                ok "NVIDIA GPU detected — using ollama-gpu profile"
+                OLLAMA_PROFILE="ollama-gpu"
+                OLLAMA_SVC="ollama"
+                LLM_URL_VALUE="http://ollama:$OLLAMA_PORT/v1"
+            else
+                warn "No NVIDIA GPU — using ollama-cpu profile"
+                OLLAMA_PROFILE="ollama-cpu"
+                OLLAMA_SVC="ollama-cpu"
+                LLM_URL_VALUE="http://ollama-cpu:$OLLAMA_PORT/v1"
+            fi
+
+            info "Starting Ollama container..."
+            compose_cmd up -d
+
+            wait_for_url "http://localhost:$OLLAMA_PORT/api/tags" "Ollama"
+            echo ""
+
+            # Pull model inside container
+            if compose_cmd exec "$OLLAMA_SVC" ollama list 2>/dev/null | awk '{print $1}' | grep -qxF "$MODEL"; then
+                ok "Model $MODEL already pulled"
+            else
+                info "Pulling model $MODEL inside container (this may take a while)..."
+                compose_cmd exec "$OLLAMA_SVC" ollama pull "$MODEL"
+            fi
+            ;;
+
+        *)
+            err "Unsupported OS: $OS"
+            exit 1
+            ;;
+    esac
+
+    ok "LLM ready ($MODEL via Ollama)"
+}
+
+# =========================================================
+# Step 2: Generate server/.env
+# =========================================================
+step_server_env() {
+    info "Step 2: Generating server/.env"
+
+    resolve_symlink "$SERVER_ENV"
+
+    if [[ -f "$SERVER_ENV" ]]; then
+        ok "server/.env already exists — ensuring standalone vars"
+    else
+        cat > "$SERVER_ENV" << 'ENVEOF'
+# Generated by setup-standalone.sh — standalone local development
+# Source of truth for settings: server/reflector/settings.py
+ENVEOF
+        ok "Created server/.env"
+    fi
+
+    # Ensure all standalone-critical vars (appends if missing, replaces if present)
+    env_set "$SERVER_ENV" "DATABASE_URL" "postgresql+asyncpg://reflector:reflector@postgres:5432/reflector"
+    env_set "$SERVER_ENV" "REDIS_HOST" "redis"
+    env_set "$SERVER_ENV" "CELERY_BROKER_URL" "redis://redis:6379/1"
+    env_set "$SERVER_ENV" "CELERY_RESULT_BACKEND" "redis://redis:6379/1"
+    env_set "$SERVER_ENV" "AUTH_BACKEND" "none"
+    env_set "$SERVER_ENV" "PUBLIC_MODE" "true"
+    # TRANSCRIPT_BACKEND, TRANSCRIPT_URL, DIARIZATION_BACKEND, DIARIZATION_URL
+    # are set via docker-compose.standalone.yml `environment:` overrides — not written here
+    # so we don't clobber the user's server/.env for non-standalone use.
+    env_set "$SERVER_ENV" "TRANSLATION_BACKEND" "passthrough"
+    env_set "$SERVER_ENV" "LLM_URL" "$LLM_URL_VALUE"
+    env_set "$SERVER_ENV" "LLM_MODEL" "$MODEL"
+    env_set "$SERVER_ENV" "LLM_API_KEY" "not-needed"
+
+    ok "Standalone vars set (LLM_URL=$LLM_URL_VALUE)"
+}
+
+# =========================================================
+# Step 3: Object storage (Garage)
+# =========================================================
+step_storage() {
+    info "Step 3: Object storage (Garage)"
+
+    # Generate garage.toml from template (fill in RPC secret)
+    GARAGE_TOML="$ROOT_DIR/scripts/garage.toml"
+    GARAGE_TOML_RUNTIME="$ROOT_DIR/data/garage.toml"
+    if [[ ! -f "$GARAGE_TOML_RUNTIME" ]]; then
+        mkdir -p "$ROOT_DIR/data"
+        RPC_SECRET=$(openssl rand -hex 32)
+        sed "s|__GARAGE_RPC_SECRET__|${RPC_SECRET}|" "$GARAGE_TOML" > "$GARAGE_TOML_RUNTIME"
+    fi
+
+    compose_cmd up -d garage
+
+    wait_for_url "http://localhost:3903/health" "Garage admin API"
+    echo ""
+
+    # Layout: get node ID, assign, apply (skip if already applied)
+    NODE_ID=$(compose_cmd exec -T garage /garage node id -q 2>/dev/null | tr -d '[:space:]')
+    LAYOUT_STATUS=$(compose_cmd exec -T garage /garage layout show 2>&1 || true)
+    if echo "$LAYOUT_STATUS" | grep -q "No nodes"; then
+        compose_cmd exec -T garage /garage layout assign "$NODE_ID" -c 1G -z dc1
+        compose_cmd exec -T garage /garage layout apply --version 1
+    fi
+
+    # Create bucket (idempotent — skip if exists)
+    if ! compose_cmd exec -T garage /garage bucket info reflector-media &>/dev/null; then
+        compose_cmd exec -T garage /garage bucket create reflector-media
+    fi
+
+    # Create key (idempotent — skip if exists)
+    CREATED_KEY=false
+    if compose_cmd exec -T garage /garage key info reflector &>/dev/null; then
+        ok "Key 'reflector' already exists"
+    else
+        KEY_OUTPUT=$(compose_cmd exec -T garage /garage key create reflector)
+        CREATED_KEY=true
+    fi
+
+    # Grant bucket permissions (idempotent)
+    compose_cmd exec -T garage /garage bucket allow reflector-media --read --write --key reflector
+
+    # Set env vars (only parse key on first create — key info redacts the secret)
+    env_set "$SERVER_ENV" "TRANSCRIPT_STORAGE_BACKEND" "aws"
+    env_set "$SERVER_ENV" "TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL" "http://garage:3900"
+    env_set "$SERVER_ENV" "TRANSCRIPT_STORAGE_AWS_BUCKET_NAME" "reflector-media"
+    env_set "$SERVER_ENV" "TRANSCRIPT_STORAGE_AWS_REGION" "garage"
+    if [[ "$CREATED_KEY" == "true" ]]; then
+        KEY_ID=$(echo "$KEY_OUTPUT" | grep -i "key id" | awk '{print $NF}')
+        KEY_SECRET=$(echo "$KEY_OUTPUT" | grep -i "secret key" | awk '{print $NF}')
+        env_set "$SERVER_ENV" "TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID" "$KEY_ID"
+        env_set "$SERVER_ENV" "TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY" "$KEY_SECRET"
+    fi
+
+    ok "Object storage ready (Garage)"
+}
+
+# =========================================================
+# Step 4: Generate www/.env.local
+# =========================================================
+step_www_env() {
+    info "Step 4: Generating www/.env.local"
+
+    resolve_symlink "$WWW_ENV"
+
+    if [[ -f "$WWW_ENV" ]]; then
+        ok "www/.env.local already exists — ensuring standalone vars"
+    else
+        cat > "$WWW_ENV" << 'ENVEOF'
+# Generated by setup-standalone.sh — standalone local development
+ENVEOF
+        ok "Created www/.env.local"
+    fi
+
+    env_set "$WWW_ENV" "SITE_URL" "http://localhost:3000"
+    env_set "$WWW_ENV" "NEXTAUTH_URL" "http://localhost:3000"
+    env_set "$WWW_ENV" "NEXTAUTH_SECRET" "standalone-dev-secret-not-for-production"
+    env_set "$WWW_ENV" "API_URL" "http://localhost:1250"
+    env_set "$WWW_ENV" "WEBSOCKET_URL" "ws://localhost:1250"
+    env_set "$WWW_ENV" "SERVER_API_URL" "http://server:1250"
+    env_set "$WWW_ENV" "FEATURE_REQUIRE_LOGIN" "false"
+
+    ok "Standalone www vars set"
+}
+
+# =========================================================
+# Step 5: Start all services
+# =========================================================
+step_services() {
+    info "Step 5: Starting Docker services"
+
+    # Check for port conflicts — stale processes silently shadow Docker port mappings.
+    # OrbStack/Docker Desktop bind ports for forwarding; ignore those PIDs.
+    local ports_ok=true
+    for port in 3000 1250 5432 6379 3900 3903; do
+        local pids
+        pids=$(lsof -ti :"$port" 2>/dev/null || true)
+        for pid in $pids; do
+            local pname
+            pname=$(ps -p "$pid" -o comm= 2>/dev/null || true)
+            # OrbStack and Docker Desktop own port forwarding — not real conflicts
+            if [[ "$pname" == *"OrbStack"* ]] || [[ "$pname" == *"com.docker"* ]] || [[ "$pname" == *"vpnkit"* ]]; then
+                continue
+            fi
+            warn "Port $port already in use by PID $pid ($pname)"
+            warn "Kill it with: lsof -ti :$port | xargs kill"
+            ports_ok=false
+        done
+    done
+    if [[ "$ports_ok" == "false" ]]; then
+        warn "Port conflicts detected — Docker containers may not be reachable"
+        warn "Continuing anyway (services will start but may be shadowed)"
+    fi
+
+    # Rebuild images if source has changed (Docker layer cache makes this fast when unchanged)
+    rebuild_images
+
+    # server runs alembic migrations on startup automatically (see runserver.sh)
+    compose_cmd up -d postgres redis garage cpu server worker beat web
+    ok "Containers started"
+
+    # Quick sanity check — catch containers that exit immediately (bad image, missing file, etc.)
+    sleep 3
+    local exited
+    exited=$(compose_cmd ps -a --format '{{.Name}} {{.Status}}' 2>/dev/null \
+        | grep -i 'exit' || true)
+    if [[ -n "$exited" ]]; then
+        warn "Some containers exited immediately:"
+        echo "$exited" | while read -r line; do warn "  $line"; done
+        dump_diagnostics
+    fi
+
+    info "Server is running migrations (alembic upgrade head)..."
+}
+
+# =========================================================
+# Step 6: Health checks
+# =========================================================
+step_health() {
+    info "Step 6: Health checks"
+
+    # CPU service may take a while on first start (model download + load).
+    # No host port exposed — check via docker exec.
+    info "Waiting for CPU service (first start downloads ~1GB of models)..."
+    local cpu_ok=false
+    for i in $(seq 1 120); do
+        if compose_cmd exec -T cpu curl -sf http://localhost:8000/docs > /dev/null 2>&1; then
+            cpu_ok=true
+            break
+        fi
+        echo -ne "\r  Waiting for CPU service... ($i/120)"
+        sleep 5
+    done
+    echo ""
+    if [[ "$cpu_ok" == "true" ]]; then
+        ok "CPU service healthy (transcription + diarization)"
+    else
+        warn "CPU service not ready yet — it will keep loading in the background"
+        warn "Check with: docker compose logs cpu"
+    fi
+
+    # Server may take a long time on first run — alembic migrations run before uvicorn starts.
+    # Use docker exec so this works regardless of network_mode or port mapping.
+    info "Waiting for Server API (first run includes database migrations)..."
+    local server_ok=false
+    for i in $(seq 1 90); do
+        # Check if container is still running
+        local svc_status
+        svc_status=$(compose_cmd ps server --format '{{.Status}}' 2>/dev/null || true)
+        if [[ -z "$svc_status" ]] || echo "$svc_status" | grep -qi 'exit'; then
+            echo ""
+            err "Server container exited unexpectedly"
+            dump_diagnostics server
+            exit 1
+        fi
+        # Health check from inside container (avoids host networking issues)
+        if compose_cmd exec -T server curl -sf http://localhost:1250/health > /dev/null 2>&1; then
+            server_ok=true
+            break
+        fi
+        echo -ne "\r  Waiting for Server API... ($i/90)"
+        sleep 5
+    done
+    echo ""
+    if [[ "$server_ok" == "true" ]]; then
+        ok "Server API healthy"
+    else
+        err "Server API not ready after ~7 minutes"
+        dump_diagnostics server
+        exit 1
+    fi
+
+    wait_for_url "http://localhost:3000" "Frontend" 90 3
+    echo ""
+    ok "Frontend responding"
+
+    # Check LLM reachability from inside a container
+    if compose_cmd exec -T server \
+        curl -sf "$LLM_URL_VALUE/models" > /dev/null 2>&1; then
+        ok "LLM reachable from containers"
+    else
+        warn "LLM not reachable from containers at $LLM_URL_VALUE"
+        warn "Summaries/topics/titles won't work until LLM is accessible"
+    fi
+}
+
+# =========================================================
+# Main
+# =========================================================
+main() {
+    echo ""
+    echo "=========================================="
+    echo " Reflector — Standalone Local Setup"
+    echo "=========================================="
+    echo ""
+
+    # Ensure we're in the repo root
+    if [[ ! -f "$ROOT_DIR/docker-compose.yml" ]]; then
+        err "docker-compose.yml not found in $ROOT_DIR"
+        err "Run this script from the repo root: ./scripts/setup-standalone.sh"
+        exit 1
+    fi
+
+    # Ensure Docker Compose V2 plugin is available.
+    # Check output for "Compose" — without the plugin, `docker compose version`
+    # may still exit 0 (falling through to `docker version`).
+    if ! docker compose version 2>/dev/null | grep -qi compose; then
+        err "Docker Compose plugin not found."
+        err "Install Docker Desktop, OrbStack, or: brew install docker-compose"
+        exit 1
+    fi
+
+    # Dockerfiles use RUN --mount which requires BuildKit.
+    # Docker Desktop/OrbStack bundle it; Colima/bare engine need docker-buildx.
+    if ! docker buildx version &>/dev/null; then
+        err "Docker BuildKit (buildx) not found."
+        err "Install Docker Desktop, OrbStack, or: brew install docker-buildx"
+        exit 1
+    fi
+
+    # LLM_URL_VALUE is set by step_llm, used by later steps
+    LLM_URL_VALUE=""
+    OLLAMA_PROFILE=""
+
+    # docker-compose.yml may reference env_files that don't exist yet;
+    # touch them so compose_cmd works before the steps that populate them.
+    touch "$SERVER_ENV" "$WWW_ENV"
+
+    step_llm
+    echo ""
+    step_server_env
+    echo ""
+    step_storage
+    echo ""
+    step_www_env
+    echo ""
+    step_services
+    echo ""
+    step_health
+
+    echo ""
+    echo "=========================================="
+    echo -e " ${GREEN}Reflector is running!${NC}"
+    echo "=========================================="
+    echo ""
+    echo "  Frontend:  http://localhost:3000"
+    echo "  API:       http://localhost:1250"
+    echo ""
+    echo "  To stop:   docker compose down"
+    echo "  To re-run: ./scripts/setup-standalone.sh"
+    echo ""
+}
+
+main "$@"
--- a/server/.env.example
+++ b/server/.env.example
@@ -66,15 +66,22 @@ TRANSLATE_URL=https://monadical-sas--reflector-translator-web.modal.run
 ## LLM backend (Required)
 ##
 ## Responsible for generating titles, summaries, and topic detection
-## Requires OpenAI API key
+## Supports any OpenAI-compatible endpoint.
 ## =======================================================

-## OpenAI API key - get from https://platform.openai.com/account/api-keys
-LLM_API_KEY=sk-your-openai-api-key
-LLM_MODEL=gpt-4o-mini
+## --- Option A: Local LLM via Ollama (recommended for dev) ---
+## Setup: ./scripts/setup-standalone.sh
+## Mac: Ollama runs natively (Metal GPU). Containers reach it via host.docker.internal.
+## Linux: docker compose --profile ollama-gpu up -d (or ollama-cpu for no GPU)
+LLM_URL=http://host.docker.internal:11434/v1
+LLM_MODEL=qwen2.5:14b
+LLM_API_KEY=not-needed
+## Linux with containerized Ollama: LLM_URL=http://ollama:11434/v1

-## Optional: Custom endpoint (defaults to OpenAI)
-# LLM_URL=https://api.openai.com/v1
+## --- Option B: Remote/cloud LLM ---
+#LLM_API_KEY=sk-your-openai-api-key
+#LLM_MODEL=gpt-4o-mini
+## LLM_URL defaults to OpenAI when unset

 ## Context size for summary generation (tokens)
 LLM_CONTEXT_WINDOW=16000
--- a/server/docs/DAILY_REFLECTOR_DATA_MODEL.md
+++ b/server/docs/DAILY_REFLECTOR_DATA_MODEL.md
@@ -86,7 +86,7 @@ Daily.co Room: "daily-private-igor-20260110042117"
 | **Purpose** | Tracks active session state | Links recordings, transcripts, participants |
 | **Scope** | Per room instance | Per Reflector room + timestamp |

-**Critical Limitation:** Daily.co's recordings API often does NOT return `mtgSessionId` (can be null), requiring time-based matching (see [Time-Based Matching](#time-based-matching)).
+**Critical Limitation:** Daily.co's recordings API often does NOT return `mtgSessionId`, requiring time-based matching (see [Time-Based Matching](#time-based-matching)).

 ### Recording

@@ -101,30 +101,6 @@ Daily.co Room: "daily-private-igor-20260110042117"

 **Critical Behavior:** Recording **stops/restarts** create **separate recording objects** with unique IDs.

-### instanceId (Reflector-Generated)
-
-**Definition:** UUID we generate and send when starting recording via REST API.
-
-**Generation:** Deterministic from meeting_id
- Cloud: `instanceId = meeting_id` directly
- Raw-tracks: `instanceId = UUIDv5(meeting_id, namespace)`
-
-**Key behaviors:**
- ✅ **Reuse allowed:** Same instanceId can be used after stop (validated 2026-01-20)
- ❌ **Not returned:** Daily.co does NOT echo instanceId back in GET /recordings response
- ✅ **Present in error webhooks:** `recording.error` webhook includes instanceId
- **Purpose:** Allows multiple concurrent recordings (cloud + raw-tracks) in same room
-
-**Stop/restart example:**
-```
-Recording 1: POST /start with instanceId="779e6376..." → recording_id="ee00c4e8..."
-Stop recording
-Recording 2: POST /start with instanceId="779e6376..." (SAME) → recording_id="b702f509..." (DIFFERENT)
-✅ Both succeed, different recording_ids returned
-```
-
-**Implication:** Cannot match recordings by instanceId (not in response) - must use recording_id.
-
 ---

 ## Entity Relationships
@@ -220,19 +196,6 @@ Daily.co Room: "daily-private-igor-20260110042117"

 `mtgSessionId` identifies a **Daily.co meeting session** (not individual participants, not a room).

-**Reliability:** Can be null or present in GET /recordings response (unreliable).
-
-**When present:** Multiple recordings from same session (stop/restart with participants connected) share same mtgSessionId.
-
-**Example (validated 2026-01-20):**
-```json
-Recording 1: {"id": "ee00c4e8...", "mtgSessionId": "92c4136a-a8da-41c5-9c45-e9a2baae6bd6"}
-Recording 2: {"id": "b702f509...", "mtgSessionId": "92c4136a-a8da-41c5-9c45-e9a2baae6bd6"}
-// Same mtgSessionId (stop/restart in same session)
-```
-
-**When null:** Common - Daily.co API does not reliably populate this field.
-
 ### session_id (Per-Participant)

 **Different concept:** Per-participant connection identifier from webhooks.
@@ -257,24 +220,16 @@ TABLE daily_participant_session (

 Daily.co's recordings API does not reliably return `mtgSessionId`, making it impossible to directly link recordings to meetings via Daily.co's identifiers.

-**Example API response (mtgSessionId can be null OR present):**
+**Example API response:**
 ```json
 {
  "id": "recording-uuid",
  "room_name": "daily-private-igor-20260110042117",
  "start_ts": 1768018896,
-  "mtgSessionId": null  // ← Often null (unreliable)
-}
-
-// OR (when present):
-{
-  "id": "recording-uuid",
-  "mtgSessionId": "92c4136a-a8da-41c5-9c45-e9a2baae6bd6"  // ← Sometimes present
+  "mtgSessionId": null  ← Missing!
 }
 ```

-**Key insight:** Cannot rely on mtgSessionId for matching (unreliable). instanceId also not returned. Only reliable identifier is recording.id.
-
 ### Solution: Time-Based Matching

 **Implementation:** `reflector/db/meetings.py:get_by_room_name_and_time()`
@@ -536,10 +491,6 @@ UI: User sees 3 separate transcripts


 ---
-**Document Version:** 1.1
-**Last Updated:** 2026-01-20
-**Data Source:** Production database + Daily.co API inspection + empirical testing
-**Changes in 1.1:**
- Added instanceId behavior documentation (reuse allowed, not returned in API)
- Clarified mtgSessionId reliability (can be null or present)
- Added empirical validation of stop/restart behavior
+**Document Version:** 1.0
+**Last Verified:** 2026-01-15
+**Data Source:** Production database + Daily.co API inspection
--- a/server/migrations/versions/3aa20b96d963_drop_use_celery_column.py
+++ b/server/migrations/versions/3aa20b96d963_drop_use_celery_column.py
@@ -0,0 +1,35 @@
+"""drop_use_celery_column
+
+Revision ID: 3aa20b96d963
+Revises: e69f08ead8ea
+Create Date: 2026-02-05 10:12:44.065279
+
+"""
+
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+# revision identifiers, used by Alembic.
+revision: str = "3aa20b96d963"
+down_revision: Union[str, None] = "e69f08ead8ea"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    with op.batch_alter_table("room", schema=None) as batch_op:
+        batch_op.drop_column("use_celery")
+
+
+def downgrade() -> None:
+    with op.batch_alter_table("room", schema=None) as batch_op:
+        batch_op.add_column(
+            sa.Column(
+                "use_celery",
+                sa.Boolean(),
+                server_default=sa.text("false"),
+                nullable=False,
+            )
+        )
--- a/server/migrations/versions/f5b008fa8a14_add_daily_recording_requests.py
+++ b/server/migrations/versions/f5b008fa8a14_add_daily_recording_requests.py
@@ -1,67 +0,0 @@
-"""add_daily_recording_requests
-
-Revision ID: f5b008fa8a14
-Revises: 1b1e6a6fc465
-Create Date: 2026-01-20 22:32:06.697144
-
-"""
-
-from typing import Sequence, Union
-
-import sqlalchemy as sa
-from alembic import op
-
-# revision identifiers, used by Alembic.
-revision: str = "f5b008fa8a14"
-down_revision: Union[str, None] = "1b1e6a6fc465"
-branch_labels: Union[str, Sequence[str], None] = None
-depends_on: Union[str, Sequence[str], None] = None
-
-
-def upgrade() -> None:
-    op.create_table(
-        "daily_recording_request",
-        sa.Column("recording_id", sa.String(), nullable=False),
-        sa.Column("meeting_id", sa.String(), nullable=False),
-        sa.Column("instance_id", sa.String(), nullable=False),
-        sa.Column("type", sa.String(), nullable=False),
-        sa.Column("requested_at", sa.DateTime(timezone=True), nullable=False),
-        sa.ForeignKeyConstraint(["meeting_id"], ["meeting.id"], ondelete="CASCADE"),
-        sa.PrimaryKeyConstraint("recording_id"),
-    )
-    op.create_index("idx_meeting_id", "daily_recording_request", ["meeting_id"])
-    op.create_index("idx_instance_id", "daily_recording_request", ["instance_id"])
-
-    # Clean up orphaned recordings before adding FK constraint
-    op.execute("""
-        UPDATE recording SET status = 'orphan', meeting_id = NULL
-        WHERE meeting_id IS NOT NULL
-        AND meeting_id NOT IN (SELECT id FROM meeting)
-    """)
-
-    # Add FK constraint to recording table (cascade delete recordings when meeting deleted)
-    op.execute("""
-        ALTER TABLE recording ADD CONSTRAINT fk_recording_meeting
-          FOREIGN KEY (meeting_id) REFERENCES meeting(id) ON DELETE CASCADE
-    """)
-
-    # Add CHECK constraints to enforce orphan invariants
-    op.execute("""
-        ALTER TABLE recording ADD CONSTRAINT chk_orphan_no_meeting
-          CHECK (status != 'orphan' OR meeting_id IS NULL)
-    """)
-    op.execute("""
-        ALTER TABLE recording ADD CONSTRAINT chk_non_orphan_has_meeting
-          CHECK (status = 'orphan' OR meeting_id IS NOT NULL)
-    """)
-
-
-def downgrade() -> None:
-    op.execute("ALTER TABLE recording DROP CONSTRAINT IF EXISTS chk_orphan_no_meeting")
-    op.execute(
-        "ALTER TABLE recording DROP CONSTRAINT IF EXISTS chk_non_orphan_has_meeting"
-    )
-    op.execute("ALTER TABLE recording DROP CONSTRAINT IF EXISTS fk_recording_meeting")
-    op.drop_index("idx_instance_id", table_name="daily_recording_request")
-    op.drop_index("idx_meeting_id", table_name="daily_recording_request")
-    op.drop_table("daily_recording_request")
--- a/server/pyproject.toml
+++ b/server/pyproject.toml
@@ -68,7 +68,6 @@ evaluation = [
    "pydantic>=2.1.1",
 ]
 local = [
-    "pyannote-audio>=3.3.2",
    "faster-whisper>=0.10.0",
 ]
 silero-vad = [
--- a/server/reflector/asynctask.py
+++ b/server/reflector/asynctask.py
@@ -22,6 +22,8 @@ def asynctask(f):
                await database.disconnect()

        coro = run_with_db()
+        if current_task:
+            return asyncio.run(coro)
        try:
            loop = asyncio.get_running_loop()
        except RuntimeError:
--- a/server/reflector/auth/init.py
+++ b/server/reflector/auth/init.py
@@ -12,3 +12,5 @@ AccessTokenInfo = auth_module.AccessTokenInfo
 authenticated = auth_module.authenticated
 current_user = auth_module.current_user
 current_user_optional = auth_module.current_user_optional
+parse_ws_bearer_token = auth_module.parse_ws_bearer_token
+current_user_ws_optional = auth_module.current_user_ws_optional
--- a/server/reflector/auth/auth_jwt.py
+++ b/server/reflector/auth/auth_jwt.py
@@ -1,6 +1,9 @@
-from typing import Annotated, List, Optional
+from typing import TYPE_CHECKING, Annotated, List, Optional

 from fastapi import Depends, HTTPException
+
+if TYPE_CHECKING:
+    from fastapi import WebSocket
 from fastapi.security import APIKeyHeader, OAuth2PasswordBearer
 from jose import JWTError, jwt
 from pydantic import BaseModel
@@ -124,3 +127,20 @@ async def current_user_optional(
    jwtauth: JWTAuth = Depends(),
 ):
    return await _authenticate_user(jwt_token, api_key, jwtauth)
+
+
+def parse_ws_bearer_token(
+    websocket: "WebSocket",
+) -> tuple[Optional[str], Optional[str]]:
+    raw = websocket.headers.get("sec-websocket-protocol") or ""
+    parts = [p.strip() for p in raw.split(",") if p.strip()]
+    if len(parts) >= 2 and parts[0].lower() == "bearer":
+        return parts[1], "bearer"
+    return None, None
+
+
+async def current_user_ws_optional(websocket: "WebSocket") -> Optional[UserInfo]:
+    token, _ = parse_ws_bearer_token(websocket)
+    if not token:
+        return None
+    return await _authenticate_user(token, None, JWTAuth())
--- a/server/reflector/auth/auth_none.py
+++ b/server/reflector/auth/auth_none.py
@@ -1,11 +1,5 @@
-from typing import Annotated
-
-from fastapi import Depends
-from fastapi.security import OAuth2PasswordBearer
 from pydantic import BaseModel

-oauth2_scheme = OAuth2PasswordBearer(tokenUrl="token", auto_error=False)
-

 class UserInfo(BaseModel):
    sub: str
@@ -15,13 +9,21 @@ class AccessTokenInfo(BaseModel):
    pass


-def authenticated(token: Annotated[str, Depends(oauth2_scheme)]):
+def authenticated():
    return None


-def current_user(token: Annotated[str, Depends(oauth2_scheme)]):
+def current_user():
    return None


-def current_user_optional(token: Annotated[str, Depends(oauth2_scheme)]):
+def current_user_optional():
+    return None
+
+
+def parse_ws_bearer_token(websocket):
+    return None, None
+
+
+async def current_user_ws_optional(websocket):
    return None
--- a/server/reflector/dailyco_api/client.py
+++ b/server/reflector/dailyco_api/client.py
@@ -146,6 +146,8 @@ class DailyApiClient:
            )
            raise DailyApiError(operation, response)

+        if not response.content:
+            return {}
        return response.json()

    # ============================================================================
--- a/server/reflector/dailyco_api/recording_orphans.py
+++ b/server/reflector/dailyco_api/recording_orphans.py
@@ -1,56 +0,0 @@
-"""Utility for creating orphan recordings."""
-
-import os
-from datetime import datetime, timezone
-
-from reflector.db.recordings import Recording, recordings_controller
-from reflector.logger import logger
-from reflector.utils.string import NonEmptyString
-
-
-async def create_and_log_orphan(
-    recording_id: NonEmptyString,
-    bucket_name: str,
-    room_name: str,
-    start_ts: int,
-    track_keys: list[str] | None,
-    source: str,
-) -> bool:
-    """Create orphan recording and log if first occurrence.
-
-    Args:
-        recording_id: Daily.co recording ID
-        bucket_name: S3 bucket (empty string for cloud recordings)
-        room_name: Daily.co room name
-        start_ts: Unix timestamp
-        track_keys: Track keys for raw-tracks, None for cloud
-        source: "webhook" or "polling" for logging
-
-    Returns:
-        True if created (first poller), False if already exists
-    """
-    if track_keys:
-        object_key = os.path.dirname(track_keys[0]) if track_keys else room_name
-    else:
-        object_key = room_name
-
-    created = await recordings_controller.create_orphan(
-        Recording(
-            id=recording_id,
-            bucket_name=bucket_name,
-            object_key=object_key,
-            recorded_at=datetime.fromtimestamp(start_ts, tz=timezone.utc),
-            track_keys=track_keys,
-            meeting_id=None,
-            status="orphan",
-        )
-    )
-
-    if created:
-        logger.error(
-            f"Orphan recording ({source})",
-            recording_id=recording_id,
-            room_name=room_name,
-        )
-
-    return created
--- a/server/reflector/dailyco_api/webhook_utils.py
+++ b/server/reflector/dailyco_api/webhook_utils.py
@@ -99,7 +99,7 @@ def extract_room_name(event: DailyWebhookEvent) -> str | None:
        >>> event = DailyWebhookEvent(**webhook_payload)
        >>> room_name = extract_room_name(event)
    """
-    room = event.payload.get("room_name")
+    room = event.payload.get("room_name") or event.payload.get("room")
    # Ensure we return a string, not any falsy value that might be in payload
    return room if isinstance(room, str) else None

--- a/server/reflector/dailyco_api/webhooks.py
+++ b/server/reflector/dailyco_api/webhooks.py
@@ -6,7 +6,7 @@ Reference: https://docs.daily.co/reference/rest-api/webhooks

 from typing import Annotated, Any, Dict, Literal, Union

-from pydantic import BaseModel, Field, field_validator
+from pydantic import AliasChoices, BaseModel, ConfigDict, Field, field_validator

 from reflector.utils.string import NonEmptyString

@@ -41,6 +41,8 @@ class DailyTrack(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/recordings
    """

+    model_config = ConfigDict(extra="ignore")
+
    type: Literal["audio", "video"]
    s3Key: NonEmptyString = Field(description="S3 object key for the track file")
    size: int = Field(description="File size in bytes")
@@ -54,6 +56,8 @@ class DailyWebhookEvent(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/webhooks
    """

+    model_config = ConfigDict(extra="ignore")
+
    version: NonEmptyString = Field(
        description="Represents the version of the event. This uses semantic versioning to inform a consumer if the payload has introduced any breaking changes"
    )
@@ -82,7 +86,13 @@ class ParticipantJoinedPayload(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/webhooks/events/participant-joined
    """

-    room_name: NonEmptyString | None = Field(None, description="Daily.co room name")
+    model_config = ConfigDict(extra="ignore")
+
+    room_name: NonEmptyString | None = Field(
+        None,
+        description="Daily.co room name",
+        validation_alias=AliasChoices("room_name", "room"),
+    )
    session_id: NonEmptyString = Field(description="Daily.co session identifier")
    user_id: NonEmptyString = Field(description="User identifier (may be encoded)")
    user_name: NonEmptyString | None = Field(None, description="User display name")
@@ -100,7 +110,13 @@ class ParticipantLeftPayload(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/webhooks/events/participant-left
    """

-    room_name: NonEmptyString | None = Field(None, description="Daily.co room name")
+    model_config = ConfigDict(extra="ignore")
+
+    room_name: NonEmptyString | None = Field(
+        None,
+        description="Daily.co room name",
+        validation_alias=AliasChoices("room_name", "room"),
+    )
    session_id: NonEmptyString = Field(description="Daily.co session identifier")
    user_id: NonEmptyString = Field(description="User identifier (may be encoded)")
    user_name: NonEmptyString | None = Field(None, description="User display name")
@@ -112,6 +128,9 @@ class ParticipantLeftPayload(BaseModel):
    _normalize_joined_at = field_validator("joined_at", mode="before")(
        normalize_timestamp_to_int
    )
+    _normalize_duration = field_validator("duration", mode="before")(
+        normalize_timestamp_to_int
+    )


 class RecordingStartedPayload(BaseModel):
@@ -121,6 +140,8 @@ class RecordingStartedPayload(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/webhooks/events/recording-started
    """

+    model_config = ConfigDict(extra="ignore")
+
    room_name: NonEmptyString | None = Field(None, description="Daily.co room name")
    recording_id: NonEmptyString = Field(description="Recording identifier")
    start_ts: int | None = Field(None, description="Recording start timestamp")
@@ -138,7 +159,9 @@ class RecordingReadyToDownloadPayload(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/webhooks/events/recording-ready-to-download
    """

-    type: Literal["cloud", "raw-tracks"] = Field(
+    model_config = ConfigDict(extra="ignore")
+
+    type: Literal["cloud", "cloud-audio-only", "raw-tracks"] = Field(
        description="The type of recording that was generated"
    )
    recording_id: NonEmptyString = Field(
@@ -153,8 +176,9 @@ class RecordingReadyToDownloadPayload(BaseModel):
    status: Literal["finished"] = Field(
        description="The status of the given recording (always 'finished' in ready-to-download webhook, see RecordingStatus in responses.py for full API statuses)"
    )
-    max_participants: int = Field(
-        description="The number of participants on the call that were recorded"
+    max_participants: int | None = Field(
+        None,
+        description="The number of participants on the call that were recorded (optional; Daily may omit it in some webhook versions)",
    )
    duration: int = Field(description="The duration in seconds of the call")
    s3_key: NonEmptyString = Field(
@@ -180,6 +204,8 @@ class RecordingErrorPayload(BaseModel):
    Reference: https://docs.daily.co/reference/rest-api/webhooks/events/recording-error
    """

+    model_config = ConfigDict(extra="ignore")
+
    action: Literal["clourd-recording-err", "cloud-recording-error"] = Field(
        description="A string describing the event that was emitted (both variants are documented)"
    )
@@ -200,6 +226,8 @@ class RecordingErrorPayload(BaseModel):


 class ParticipantJoinedEvent(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
    version: NonEmptyString
    type: Literal["participant.joined"]
    id: NonEmptyString
@@ -212,6 +240,8 @@ class ParticipantJoinedEvent(BaseModel):


 class ParticipantLeftEvent(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
    version: NonEmptyString
    type: Literal["participant.left"]
    id: NonEmptyString
@@ -224,6 +254,8 @@ class ParticipantLeftEvent(BaseModel):


 class RecordingStartedEvent(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
    version: NonEmptyString
    type: Literal["recording.started"]
    id: NonEmptyString
@@ -236,6 +268,8 @@ class RecordingStartedEvent(BaseModel):


 class RecordingReadyEvent(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
    version: NonEmptyString
    type: Literal["recording.ready-to-download"]
    id: NonEmptyString
@@ -248,6 +282,8 @@ class RecordingReadyEvent(BaseModel):


 class RecordingErrorEvent(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
    version: NonEmptyString
    type: Literal["recording.error"]
    id: NonEmptyString
--- a/server/reflector/db/init.py
+++ b/server/reflector/db/init.py
@@ -26,7 +26,6 @@ def get_database() -> databases.Database:
 # import models
 import reflector.db.calendar_events  # noqa
 import reflector.db.daily_participant_sessions  # noqa
-import reflector.db.daily_recording_requests  # noqa
 import reflector.db.meetings  # noqa
 import reflector.db.recordings  # noqa
 import reflector.db.rooms  # noqa
--- a/server/reflector/db/daily_recording_requests.py
+++ b/server/reflector/db/daily_recording_requests.py
@@ -1,111 +0,0 @@
-from datetime import datetime
-from typing import Literal
-from uuid import UUID
-
-import sqlalchemy as sa
-from pydantic import BaseModel
-from sqlalchemy.dialects.postgresql import insert
-
-from reflector.db import get_database, metadata
-from reflector.utils.string import NonEmptyString
-
-daily_recording_requests = sa.Table(
-    "daily_recording_request",
-    metadata,
-    sa.Column("recording_id", sa.String, primary_key=True),
-    sa.Column(
-        "meeting_id",
-        sa.String,
-        sa.ForeignKey("meeting.id", ondelete="CASCADE"),
-        nullable=False,
-    ),
-    sa.Column("instance_id", sa.String, nullable=False),
-    sa.Column("type", sa.String, nullable=False),
-    sa.Column("requested_at", sa.DateTime(timezone=True), nullable=False),
-    sa.Index("idx_meeting_id", "meeting_id"),
-    sa.Index("idx_instance_id", "instance_id"),
-)
-
-
-class DailyRecordingRequest(BaseModel):
-    recording_id: NonEmptyString
-    meeting_id: NonEmptyString
-    instance_id: UUID
-    type: Literal["cloud", "raw-tracks"]
-    requested_at: datetime
-
-
-class DailyRecordingRequestsController:
-    async def create(self, request: DailyRecordingRequest) -> None:
-        stmt = insert(daily_recording_requests).values(
-            recording_id=request.recording_id,
-            meeting_id=request.meeting_id,
-            instance_id=str(request.instance_id),
-            type=request.type,
-            requested_at=request.requested_at,
-        )
-        stmt = stmt.on_conflict_do_nothing(index_elements=["recording_id"])
-        await get_database().execute(stmt)
-
-    async def find_by_recording_id(
-        self,
-        recording_id: NonEmptyString,
-    ) -> tuple[NonEmptyString, Literal["cloud", "raw-tracks"]] | None:
-        query = daily_recording_requests.select().where(
-            daily_recording_requests.c.recording_id == recording_id
-        )
-        result = await get_database().fetch_one(query)
-
-        if not result:
-            return None
-
-        req = DailyRecordingRequest(
-            recording_id=result["recording_id"],
-            meeting_id=result["meeting_id"],
-            instance_id=UUID(result["instance_id"]),
-            type=result["type"],
-            requested_at=result["requested_at"],
-        )
-        return (req.meeting_id, req.type)
-
-    async def find_by_instance_id(
-        self,
-        instance_id: UUID,
-    ) -> list[DailyRecordingRequest]:
-        """Multiple recordings can have same instance_id (stop/restart)."""
-        query = daily_recording_requests.select().where(
-            daily_recording_requests.c.instance_id == str(instance_id)
-        )
-        results = await get_database().fetch_all(query)
-        return [
-            DailyRecordingRequest(
-                recording_id=r["recording_id"],
-                meeting_id=r["meeting_id"],
-                instance_id=UUID(r["instance_id"]),
-                type=r["type"],
-                requested_at=r["requested_at"],
-            )
-            for r in results
-        ]
-
-    async def get_by_meeting_id(
-        self,
-        meeting_id: NonEmptyString,
-    ) -> list[DailyRecordingRequest]:
-        query = daily_recording_requests.select().where(
-            daily_recording_requests.c.meeting_id == meeting_id
-        )
-        results = await get_database().fetch_all(query)
-        return [
-            DailyRecordingRequest(
-                recording_id=r["recording_id"],
-                meeting_id=r["meeting_id"],
-                instance_id=UUID(r["instance_id"]),
-                type=r["type"],
-                requested_at=r["requested_at"],
-            )
-            for r in results
-        ]
-
-
-daily_recording_requests_controller = DailyRecordingRequestsController()
--- a/server/reflector/db/meetings.py
+++ b/server/reflector/db/meetings.py
@@ -1,4 +1,4 @@
-from datetime import datetime
+from datetime import datetime, timedelta
 from typing import Any, Literal

 import sqlalchemy as sa
@@ -183,6 +183,84 @@ class MeetingController:
        results = await get_database().fetch_all(query)
        return [Meeting(**r) for r in results]

+    async def get_by_room_name_and_time(
+        self,
+        room_name: NonEmptyString,
+        recording_start: datetime,
+        time_window_hours: int = 168,
+    ) -> Meeting | None:
+        """
+        Get meeting by room name closest to recording timestamp.
+
+        HACK ALERT: Daily.co doesn't return instanceId in recordings API response,
+        and mtgSessionId is separate from our instanceId. Time-based matching is
+        the least-bad workaround.
+
+        This handles edge case of duplicate room_name values in DB (race conditions,
+        double-clicks, etc.) by matching based on temporal proximity.
+
+        Algorithm:
+        1. Find meetings within time_window_hours of recording_start
+        2. Return meeting with start_date closest to recording_start
+        3. If tie, return first by meeting.id (deterministic)
+
+        Args:
+            room_name: Daily.co room name from recording
+            recording_start: Timezone-aware datetime from recording.start_ts
+            time_window_hours: Search window (default 168 = 1 week)
+
+        Returns:
+            Meeting closest to recording timestamp, or None if no matches
+
+        Failure modes:
+        - Multiple meetings in same room within ~5 minutes: picks closest
+        - All meetings outside time window: returns None
+        - Clock skew between Daily.co and DB: 1-week window tolerates this
+
+        Why 1 week window:
+        - Handles webhook failures (recording discovered days later)
+        - Tolerates clock skew
+        - Rejects unrelated meetings from weeks ago
+
+        """
+        # Validate timezone-aware datetime
+        if recording_start.tzinfo is None:
+            raise ValueError(
+                f"recording_start must be timezone-aware, got naive datetime: {recording_start}"
+            )
+
+        window_start = recording_start - timedelta(hours=time_window_hours)
+        window_end = recording_start + timedelta(hours=time_window_hours)
+
+        query = (
+            meetings.select()
+            .where(
+                sa.and_(
+                    meetings.c.room_name == room_name,
+                    meetings.c.start_date >= window_start,
+                    meetings.c.start_date <= window_end,
+                )
+            )
+            .order_by(meetings.c.start_date)
+        )
+
+        results = await get_database().fetch_all(query)
+        if not results:
+            return None
+
+        candidates = [Meeting(**r) for r in results]
+
+        # Find meeting with start_date closest to recording_start
+        closest = min(
+            candidates,
+            key=lambda m: (
+                abs((m.start_date - recording_start).total_seconds()),
+                m.id,  # Tie-breaker: deterministic by UUID
+            ),
+        )
+
+        return closest
+
    async def get_active(self, room: Room, current_time: datetime) -> Meeting | None:
        """
        Get latest active meeting for a room.
@@ -272,6 +350,44 @@ class MeetingController:
        query = meetings.update().where(meetings.c.id == meeting_id).values(**kwargs)
        await get_database().execute(query)

+    async def set_cloud_recording_if_missing(
+        self,
+        meeting_id: NonEmptyString,
+        s3_key: NonEmptyString,
+        duration: int,
+    ) -> bool:
+        """
+        Set cloud recording only if not already set.
+
+        Returns True if updated, False if already set.
+        Prevents webhook/polling race condition via atomic WHERE clause.
+        """
+        # Check current value before update to detect actual change
+        meeting_before = await self.get_by_id(meeting_id)
+        if not meeting_before:
+            return False
+
+        was_null = meeting_before.daily_composed_video_s3_key is None
+
+        query = (
+            meetings.update()
+            .where(
+                sa.and_(
+                    meetings.c.id == meeting_id,
+                    meetings.c.daily_composed_video_s3_key.is_(None),
+                )
+            )
+            .values(
+                daily_composed_video_s3_key=s3_key,
+                daily_composed_video_duration=duration,
+            )
+        )
+        await get_database().execute(query)
+
+        # Return True only if value was NULL before (actual update occurred)
+        # If was_null=False, the WHERE clause prevented the update
+        return was_null
+
    async def increment_num_clients(self, meeting_id: str) -> None:
        """Atomically increment participant count."""
        query = (
@@ -351,27 +467,6 @@ class MeetingConsentController:
        result = await get_database().fetch_one(query)
        return result is not None

-    async def set_cloud_recording_if_missing(
-        self,
-        meeting_id: NonEmptyString,
-        s3_key: NonEmptyString,
-        duration: int,
-    ) -> bool:
-        """Returns True if updated, False if already set."""
-        query = (
-            meetings.update()
-            .where(
-                meetings.c.id == meeting_id,
-                meetings.c.daily_composed_video_s3_key.is_(None),
-            )
-            .values(
-                daily_composed_video_s3_key=s3_key,
-                daily_composed_video_duration=duration,
-            )
-        )
-        result = await get_database().execute(query)
-        return result.rowcount > 0
-

 meetings_controller = MeetingController()
 meeting_consent_controller = MeetingConsentController()
--- a/server/reflector/db/recordings.py
+++ b/server/reflector/db/recordings.py
@@ -4,10 +4,10 @@ from typing import Literal
 import sqlalchemy as sa
 from pydantic import BaseModel, Field
 from sqlalchemy import or_
-from sqlalchemy.dialects.postgresql import insert

 from reflector.db import get_database, metadata
 from reflector.utils import generate_uuid4
+from reflector.utils.string import NonEmptyString

 recordings = sa.Table(
    "recording",
@@ -31,13 +31,14 @@ recordings = sa.Table(
 class Recording(BaseModel):
    id: str = Field(default_factory=generate_uuid4)
    bucket_name: str
+    # for single-track
    object_key: str
    recorded_at: datetime
-    status: Literal["pending", "processing", "completed", "failed", "orphan"] = (
-        "pending"
-    )
+    status: Literal["pending", "processing", "completed", "failed"] = "pending"
    meeting_id: str | None = None
-    # None = single-track, [] = multitrack with no audio, [keys...] = multitrack with audio
+    # for multitrack reprocessing
+    # track_keys can be empty list [] if recording finished but no audio was captured (silence/muted)
+    # None means not a multitrack recording, [] means multitrack with no tracks
    track_keys: list[str] | None = None

    @property
@@ -71,6 +72,20 @@ class RecordingController:
        query = recordings.delete().where(recordings.c.id == id)
        await get_database().execute(query)

+    async def set_meeting_id(
+        self,
+        recording_id: NonEmptyString,
+        meeting_id: NonEmptyString,
+    ) -> None:
+        """Link recording to meeting."""
+        query = (
+            recordings.update()
+            .where(recordings.c.id == recording_id)
+            .values(meeting_id=meeting_id)
+        )
+        await get_database().execute(query)
+
+    # no check for existence
    async def get_by_ids(self, recording_ids: list[str]) -> list[Recording]:
        if not recording_ids:
            return []
@@ -89,12 +104,9 @@ class RecordingController:

        This is more efficient than fetching all recordings and filtering in Python.
        """
-        # INLINE IMPORT REQUIRED: Circular dependency
-        # - recordings.py needs transcripts table for JOIN query
-        # - transcripts.py imports recordings_controller
-        # - db/__init__.py loads recordings before transcripts (line 31 vs 33)
-        # - Top-level import would fail during module initialization
-        from reflector.db.transcripts import transcripts
+        from reflector.db.transcripts import (
+            transcripts,  # noqa: PLC0415 cyclic import
+        )

        query = (
            recordings.select()
@@ -112,27 +124,5 @@ class RecordingController:
        recordings_list = [Recording(**row) for row in results]
        return [r for r in recordings_list if r.is_multitrack]

-    async def try_create_with_meeting(self, recording: Recording) -> bool:
-        """Returns True if created, False if already exists."""
-        assert recording.meeting_id is not None, "meeting_id required for non-orphan"
-        assert recording.status != "orphan", "use create_orphan for orphans"
-
-        stmt = insert(recordings).values(**recording.model_dump())
-        stmt = stmt.on_conflict_do_nothing(index_elements=["id"])
-        result = await get_database().execute(stmt)
-
-        return result.rowcount > 0
-
-    async def create_orphan(self, recording: Recording) -> bool:
-        """Returns True if created, False if already exists."""
-        assert recording.status == "orphan", "status must be 'orphan'"
-        assert recording.meeting_id is None, "meeting_id must be NULL for orphan"
-
-        stmt = insert(recordings).values(**recording.model_dump())
-        stmt = stmt.on_conflict_do_nothing(index_elements=["id"])
-        result = await get_database().execute(stmt)
-
-        return result.rowcount > 0
-

 recordings_controller = RecordingController()
--- a/server/reflector/db/rooms.py
+++ b/server/reflector/db/rooms.py
@@ -57,12 +57,6 @@ rooms = sqlalchemy.Table(
        sqlalchemy.String,
        nullable=False,
    ),
-    sqlalchemy.Column(
-        "use_celery",
-        sqlalchemy.Boolean,
-        nullable=False,
-        server_default=false(),
-    ),
    sqlalchemy.Column(
        "skip_consent",
        sqlalchemy.Boolean,
@@ -97,7 +91,6 @@ class Room(BaseModel):
    ics_last_sync: datetime | None = None
    ics_last_etag: str | None = None
    platform: Platform = Field(default_factory=lambda: settings.DEFAULT_VIDEO_PLATFORM)
-    use_celery: bool = False
    skip_consent: bool = False


--- a/server/reflector/db/search.py
+++ b/server/reflector/db/search.py
@@ -26,6 +26,7 @@ from reflector.db.rooms import rooms
 from reflector.db.transcripts import SourceKind, TranscriptStatus, transcripts
 from reflector.db.utils import is_postgresql
 from reflector.logger import logger
+from reflector.settings import settings
 from reflector.utils.string import NonEmptyString, try_parse_non_empty_string

 DEFAULT_SEARCH_LIMIT = 20
@@ -396,7 +397,7 @@ class SearchController:
                    transcripts.c.user_id == params.user_id, rooms.c.is_shared
                )
            )
-        else:
+        elif not settings.PUBLIC_MODE:
            base_query = base_query.where(rooms.c.is_shared)
        if params.room_id:
            base_query = base_query.where(transcripts.c.room_id == params.room_id)
--- a/server/reflector/db/transcripts.py
+++ b/server/reflector/db/transcripts.py
@@ -5,7 +5,10 @@ import shutil
 from contextlib import asynccontextmanager
 from datetime import datetime, timedelta, timezone
 from pathlib import Path
-from typing import Any, Literal, Sequence
+from typing import TYPE_CHECKING, Any, Literal, Sequence
+
+if TYPE_CHECKING:
+    from reflector.ws_events import TranscriptEventName

 import sqlalchemy
 from fastapi import HTTPException
@@ -184,7 +187,7 @@ class TranscriptWaveform(BaseModel):


 class TranscriptEvent(BaseModel):
-    event: str
+    event: str  # Typed at call sites via ws_events.TranscriptEventName; str here for DB compat
    data: dict


@@ -233,7 +236,9 @@ class Transcript(BaseModel):
            dt = dt.replace(tzinfo=timezone.utc)
        return dt.isoformat()

-    def add_event(self, event: str, data: BaseModel) -> TranscriptEvent:
+    def add_event(
+        self, event: "TranscriptEventName", data: BaseModel
+    ) -> TranscriptEvent:
        ev = TranscriptEvent(event=event, data=data.model_dump())
        self.events.append(ev)
        return ev
@@ -406,7 +411,7 @@ class TranscriptController:
            query = query.where(
                or_(transcripts.c.user_id == user_id, rooms.c.is_shared)
            )
-        else:
+        elif not settings.PUBLIC_MODE:
            query = query.where(rooms.c.is_shared)

        if source_kind:
@@ -688,7 +693,7 @@ class TranscriptController:
    async def append_event(
        self,
        transcript: Transcript,
-        event: str,
+        event: "TranscriptEventName",
        data: Any,
    ) -> TranscriptEvent:
        """
--- a/server/reflector/hatchet/broadcast.py
+++ b/server/reflector/hatchet/broadcast.py
@@ -12,10 +12,11 @@ import structlog

 from reflector.db.transcripts import Transcript, TranscriptEvent, transcripts_controller
 from reflector.utils.string import NonEmptyString
+from reflector.ws_events import TranscriptEventName
 from reflector.ws_manager import get_ws_manager

 # Events that should also be sent to user room (matches Celery behavior)
-USER_ROOM_EVENTS = {"STATUS", "FINAL_TITLE", "DURATION"}
+USER_ROOM_EVENTS: set[TranscriptEventName] = {"STATUS", "FINAL_TITLE", "DURATION"}


 async def broadcast_event(
@@ -81,8 +82,7 @@ async def set_status_and_broadcast(
 async def append_event_and_broadcast(
    transcript_id: NonEmptyString,
    transcript: Transcript,
-    event_name: NonEmptyString,
-    # TODO proper dictionary event => type
+    event_name: TranscriptEventName,
    data: Any,
    logger: structlog.BoundLogger,
 ) -> TranscriptEvent:
--- a/server/reflector/hatchet/client.py
+++ b/server/reflector/hatchet/client.py
@@ -12,7 +12,9 @@ import threading

 from hatchet_sdk import ClientConfig, Hatchet
 from hatchet_sdk.clients.rest.models import V1TaskStatus
+from hatchet_sdk.rate_limit import RateLimitDuration

+from reflector.hatchet.constants import LLM_RATE_LIMIT_KEY, LLM_RATE_LIMIT_PER_SECOND
 from reflector.logger import logger
 from reflector.settings import settings

@@ -113,3 +115,26 @@ class HatchetClientManager:
        """Reset the client instance (for testing)."""
        with cls._lock:
            cls._instance = None
+
+    @classmethod
+    async def ensure_rate_limit(cls) -> None:
+        """Ensure the LLM rate limit exists in Hatchet.
+
+        Uses the Hatchet SDK rate_limits client (aio_put). See:
+        https://docs.hatchet.run/sdks/python/feature-clients/rate_limits
+        """
+        logger.info(
+            "[Hatchet] Ensuring rate limit exists",
+            rate_limit_key=LLM_RATE_LIMIT_KEY,
+            limit=LLM_RATE_LIMIT_PER_SECOND,
+        )
+        client = cls.get_client()
+        await client.rate_limits.aio_put(
+            key=LLM_RATE_LIMIT_KEY,
+            limit=LLM_RATE_LIMIT_PER_SECOND,
+            duration=RateLimitDuration.SECOND,
+        )
+        logger.info(
+            "[Hatchet] Rate limit put successfully",
+            rate_limit_key=LLM_RATE_LIMIT_KEY,
+        )
--- a/server/reflector/hatchet/run_workers_llm.py
+++ b/server/reflector/hatchet/run_workers_llm.py
@@ -3,6 +3,8 @@ LLM/I/O worker pool for all non-CPU tasks.
 Handles: all tasks except mixdown_tracks (transcription, LLM inference, orchestration)
 """

+import asyncio
+
 from reflector.hatchet.client import HatchetClientManager
 from reflector.hatchet.workflows.daily_multitrack_pipeline import (
    daily_multitrack_pipeline,
@@ -20,6 +22,15 @@ POOL = "llm-io"
 def main():
    hatchet = HatchetClientManager.get_client()

+    try:
+        asyncio.run(HatchetClientManager.ensure_rate_limit())
+    except Exception as e:
+        logger.warning(
+            "[Hatchet] Rate limit initialization failed, but continuing. "
+            "If workflows fail to register, rate limits may need to be created manually.",
+            error=str(e),
+        )
+
    logger.info(
        "Starting Hatchet LLM worker pool (all tasks except mixdown)",
        worker_name=WORKER_NAME,
--- a/server/reflector/hatchet/workflows/daily_multitrack_pipeline.py
+++ b/server/reflector/hatchet/workflows/daily_multitrack_pipeline.py
@@ -171,11 +171,13 @@ async def set_workflow_error_status(transcript_id: NonEmptyString) -> bool:

 def _spawn_storage():
    """Create fresh storage instance."""
+    # TODO: replace direct AwsStorage construction with get_transcripts_storage() factory
    return AwsStorage(
        aws_bucket_name=settings.TRANSCRIPT_STORAGE_AWS_BUCKET_NAME,
        aws_region=settings.TRANSCRIPT_STORAGE_AWS_REGION,
        aws_access_key_id=settings.TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID,
        aws_secret_access_key=settings.TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY,
+        aws_endpoint_url=settings.TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL,
    )


--- a/server/reflector/hatchet/workflows/padding_workflow.py
+++ b/server/reflector/hatchet/workflows/padding_workflow.py
@@ -49,11 +49,13 @@ async def pad_track(input: PaddingInput, ctx: Context) -> PadTrackResult:
        from reflector.settings import settings  # noqa: PLC0415
        from reflector.storage.storage_aws import AwsStorage  # noqa: PLC0415

+        # TODO: replace direct AwsStorage construction with get_transcripts_storage() factory
        storage = AwsStorage(
            aws_bucket_name=settings.TRANSCRIPT_STORAGE_AWS_BUCKET_NAME,
            aws_region=settings.TRANSCRIPT_STORAGE_AWS_REGION,
            aws_access_key_id=settings.TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID,
            aws_secret_access_key=settings.TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY,
+            aws_endpoint_url=settings.TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL,
        )

        source_url = await storage.get_file_url(
--- a/server/reflector/hatchet/workflows/track_processing.py
+++ b/server/reflector/hatchet/workflows/track_processing.py
@@ -60,6 +60,7 @@ async def pad_track(input: TrackInput, ctx: Context) -> PadTrackResult:

    try:
        # Create fresh storage instance to avoid aioboto3 fork issues
+        # TODO: replace direct AwsStorage construction with get_transcripts_storage() factory
        from reflector.settings import settings  # noqa: PLC0415
        from reflector.storage.storage_aws import AwsStorage  # noqa: PLC0415

@@ -68,6 +69,7 @@ async def pad_track(input: TrackInput, ctx: Context) -> PadTrackResult:
            aws_region=settings.TRANSCRIPT_STORAGE_AWS_REGION,
            aws_access_key_id=settings.TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID,
            aws_secret_access_key=settings.TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY,
+            aws_endpoint_url=settings.TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL,
        )

        source_url = await storage.get_file_url(
@@ -159,6 +161,7 @@ async def transcribe_track(input: TrackInput, ctx: Context) -> TranscribeTrackRe
            raise ValueError("Missing padded_key from pad_track")

        # Presign URL on demand (avoids stale URLs on workflow replay)
+        # TODO: replace direct AwsStorage construction with get_transcripts_storage() factory
        from reflector.settings import settings  # noqa: PLC0415
        from reflector.storage.storage_aws import AwsStorage  # noqa: PLC0415

@@ -167,6 +170,7 @@ async def transcribe_track(input: TrackInput, ctx: Context) -> TranscribeTrackRe
            aws_region=settings.TRANSCRIPT_STORAGE_AWS_REGION,
            aws_access_key_id=settings.TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID,
            aws_secret_access_key=settings.TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY,
+            aws_endpoint_url=settings.TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL,
        )

        audio_url = await storage.get_file_url(
--- a/server/reflector/llm.py
+++ b/server/reflector/llm.py
@@ -144,7 +144,18 @@ class StructuredOutputWorkflow(Workflow, Generic[OutputT]):
        )

        # Network retries handled by OpenAILike (max_retries=3)
-        response = await Settings.llm.acomplete(json_prompt)
+        # response_format enables grammar-based constrained decoding on backends
+        # that support it (DMR/llama.cpp, vLLM, Ollama, OpenAI).
+        response = await Settings.llm.acomplete(
+            json_prompt,
+            response_format={
+                "type": "json_schema",
+                "json_schema": {
+                    "name": self.output_cls.__name__,
+                    "schema": self.output_cls.model_json_schema(),
+                },
+            },
+        )
        return ExtractionDone(output=response.text)

    @step
--- a/server/reflector/pipelines/main_live_pipeline.py
+++ b/server/reflector/pipelines/main_live_pipeline.py
@@ -62,6 +62,8 @@ from reflector.processors.types import (
 from reflector.processors.types import Transcript as TranscriptProcessorType
 from reflector.settings import settings
 from reflector.storage import get_transcripts_storage
+from reflector.views.transcripts import GetTranscriptTopic
+from reflector.ws_events import TranscriptEventName
 from reflector.ws_manager import WebsocketManager, get_ws_manager
 from reflector.zulip import (
    get_zulip_message,
@@ -89,7 +91,11 @@ def broadcast_to_sockets(func):
        if transcript and transcript.user_id:
            # Emit only relevant events to the user room to avoid noisy updates.
            # Allowed: STATUS, FINAL_TITLE, DURATION. All are prefixed with TRANSCRIPT_
-            allowed_user_events = {"STATUS", "FINAL_TITLE", "DURATION"}
+            allowed_user_events: set[TranscriptEventName] = {
+                "STATUS",
+                "FINAL_TITLE",
+                "DURATION",
+            }
            if resp.event in allowed_user_events:
                await self.ws_manager.send_json(
                    room_id=f"user:{transcript.user_id}",
@@ -244,13 +250,14 @@ class PipelineMainBase(PipelineRunner[PipelineMessage], Generic[PipelineMessage]
        )
        if isinstance(data, TitleSummaryWithIdProcessorType):
            topic.id = data.id
+        get_topic = GetTranscriptTopic.from_transcript_topic(topic)
        async with self.transaction():
            transcript = await self.get_transcript()
            await transcripts_controller.upsert_topic(transcript, topic)
            return await transcripts_controller.append_event(
                transcript=transcript,
                event="TOPIC",
-                data=topic,
+                data=get_topic,
            )

    @broadcast_to_sockets
--- a/server/reflector/processors/audio_diarization_pyannote.py
+++ b/server/reflector/processors/audio_diarization_pyannote.py
@@ -1,74 +0,0 @@
-import os
-
-import torch
-import torchaudio
-from pyannote.audio import Pipeline
-
-from reflector.processors.audio_diarization import AudioDiarizationProcessor
-from reflector.processors.audio_diarization_auto import AudioDiarizationAutoProcessor
-from reflector.processors.types import AudioDiarizationInput, DiarizationSegment
-
-
-class AudioDiarizationPyannoteProcessor(AudioDiarizationProcessor):
-    """Local diarization processor using pyannote.audio library"""
-
-    def __init__(
-        self,
-        model_name: str = "pyannote/speaker-diarization-3.1",
-        pyannote_auth_token: str | None = None,
-        device: str | None = None,
-        **kwargs,
-    ):
-        super().__init__(**kwargs)
-        self.model_name = model_name
-        self.auth_token = pyannote_auth_token or os.environ.get("HF_TOKEN")
-        self.device = device
-
-        if device is None:
-            self.device = "cuda" if torch.cuda.is_available() else "cpu"
-
-        self.logger.info(f"Loading pyannote diarization model: {self.model_name}")
-        self.diarization_pipeline = Pipeline.from_pretrained(
-            self.model_name, use_auth_token=self.auth_token
-        )
-        self.diarization_pipeline.to(torch.device(self.device))
-        self.logger.info(f"Diarization model loaded on device: {self.device}")
-
-    async def _diarize(self, data: AudioDiarizationInput) -> list[DiarizationSegment]:
-        try:
-            # Load audio file (audio_url is assumed to be a local file path)
-            self.logger.info(f"Loading local audio file: {data.audio_url}")
-            waveform, sample_rate = torchaudio.load(data.audio_url)
-            audio_input = {"waveform": waveform, "sample_rate": sample_rate}
-            self.logger.info("Running speaker diarization")
-            diarization = self.diarization_pipeline(audio_input)
-
-            # Convert pyannote diarization output to our format
-            segments = []
-            for segment, _, speaker in diarization.itertracks(yield_label=True):
-                # Extract speaker number from label (e.g., "SPEAKER_00" -> 0)
-                speaker_id = 0
-                if speaker.startswith("SPEAKER_"):
-                    try:
-                        speaker_id = int(speaker.split("_")[-1])
-                    except (ValueError, IndexError):
-                        # Fallback to hash-based ID if parsing fails
-                        speaker_id = hash(speaker) % 1000
-
-                segments.append(
-                    {
-                        "start": round(segment.start, 3),
-                        "end": round(segment.end, 3),
-                        "speaker": speaker_id,
-                    }
-                )
-
-            self.logger.info(f"Diarization completed with {len(segments)} segments")
-            return segments
-
-        except Exception as e:
-            self.logger.exception(f"Diarization failed: {e}")
-            raise
-
-
-AudioDiarizationAutoProcessor.register("pyannote", AudioDiarizationPyannoteProcessor)
--- a/server/reflector/services/transcript_process.py
+++ b/server/reflector/services/transcript_process.py
@@ -15,14 +15,10 @@ from hatchet_sdk.clients.rest.exceptions import ApiException, NotFoundException
 from hatchet_sdk.clients.rest.models import V1TaskStatus

 from reflector.db.recordings import recordings_controller
-from reflector.db.rooms import rooms_controller
 from reflector.db.transcripts import Transcript, transcripts_controller
 from reflector.hatchet.client import HatchetClientManager
 from reflector.logger import logger
 from reflector.pipelines.main_file_pipeline import task_pipeline_file_process
-from reflector.pipelines.main_multitrack_pipeline import (
-    task_pipeline_multitrack_process,
-)
 from reflector.utils.string import NonEmptyString


@@ -101,8 +97,11 @@ async def validate_transcript_for_processing(
    if transcript.locked:
        return ValidationLocked(detail="Recording is locked")

-    # Check if recording is ready for processing
-    if transcript.status == "idle" and not transcript.workflow_run_id:
+    if (
+        transcript.status == "idle"
+        and not transcript.workflow_run_id
+        and not transcript.recording_id
+    ):
        return ValidationNotReady(detail="Recording is not ready for processing")

    # Check Celery tasks
@@ -181,124 +180,98 @@ async def dispatch_transcript_processing(
    Returns AsyncResult for Celery tasks, None for Hatchet workflows.
    """
    if isinstance(config, MultitrackProcessingConfig):
-        use_celery = False
-        if config.room_id:
-            room = await rooms_controller.get_by_id(config.room_id)
-            use_celery = room.use_celery if room else False
-
-        use_hatchet = not use_celery
-
-        if use_celery:
-            logger.info(
-                "Room uses legacy Celery processing",
-                room_id=config.room_id,
-                transcript_id=config.transcript_id,
+        # Multitrack processing always uses Hatchet (no Celery fallback)
+        # First check if we can replay (outside transaction since it's read-only)
+        transcript = await transcripts_controller.get_by_id(config.transcript_id)
+        if transcript and transcript.workflow_run_id and not force:
+            can_replay = await HatchetClientManager.can_replay(
+                transcript.workflow_run_id
            )
-
-        if use_hatchet:
-            # First check if we can replay (outside transaction since it's read-only)
-            transcript = await transcripts_controller.get_by_id(config.transcript_id)
-            if transcript and transcript.workflow_run_id and not force:
-                can_replay = await HatchetClientManager.can_replay(
-                    transcript.workflow_run_id
+            if can_replay:
+                await HatchetClientManager.replay_workflow(transcript.workflow_run_id)
+                logger.info(
+                    "Replaying Hatchet workflow",
+                    workflow_id=transcript.workflow_run_id,
                )
-                if can_replay:
-                    await HatchetClientManager.replay_workflow(
-                        transcript.workflow_run_id
-                    )
-                    logger.info(
-                        "Replaying Hatchet workflow",
-                        workflow_id=transcript.workflow_run_id,
-                    )
-                    return None
-                else:
-                    # Workflow can't replay (CANCELLED, COMPLETED, or 404 deleted)
-                    # Log and proceed to start new workflow
-                    try:
-                        status = await HatchetClientManager.get_workflow_run_status(
-                            transcript.workflow_run_id
-                        )
-                        logger.info(
-                            "Old workflow not replayable, starting new",
-                            old_workflow_id=transcript.workflow_run_id,
-                            old_status=status.value,
-                        )
-                    except NotFoundException:
-                        # Workflow deleted from Hatchet but ID still in DB
-                        logger.info(
-                            "Old workflow not found in Hatchet, starting new",
-                            old_workflow_id=transcript.workflow_run_id,
-                        )
-
-            # Force: cancel old workflow if exists
-            if force and transcript and transcript.workflow_run_id:
-                try:
-                    await HatchetClientManager.cancel_workflow(
-                        transcript.workflow_run_id
-                    )
-                    logger.info(
-                        "Cancelled old workflow (--force)",
-                        workflow_id=transcript.workflow_run_id,
-                    )
-                except NotFoundException:
-                    logger.info(
-                        "Old workflow already deleted (--force)",
-                        workflow_id=transcript.workflow_run_id,
-                    )
-                await transcripts_controller.update(
-                    transcript, {"workflow_run_id": None}
-                )
-
-            # Re-fetch and check for concurrent dispatch (optimistic approach).
-            # No database lock - worst case is duplicate dispatch, but Hatchet
-            # workflows are idempotent so this is acceptable.
-            transcript = await transcripts_controller.get_by_id(config.transcript_id)
-            if transcript and transcript.workflow_run_id:
-                # Another process started a workflow between validation and now
+                return None
+            else:
+                # Workflow can't replay (CANCELLED, COMPLETED, or 404 deleted)
+                # Log and proceed to start new workflow
                try:
                    status = await HatchetClientManager.get_workflow_run_status(
                        transcript.workflow_run_id
                    )
-                    if status in (V1TaskStatus.RUNNING, V1TaskStatus.QUEUED):
-                        logger.info(
-                            "Concurrent workflow detected, skipping dispatch",
-                            workflow_id=transcript.workflow_run_id,
-                        )
-                        return None
-                except ApiException:
-                    # Workflow might be gone (404) or API issue - proceed with new workflow
-                    pass
+                    logger.info(
+                        "Old workflow not replayable, starting new",
+                        old_workflow_id=transcript.workflow_run_id,
+                        old_status=status.value,
+                    )
+                except NotFoundException:
+                    # Workflow deleted from Hatchet but ID still in DB
+                    logger.info(
+                        "Old workflow not found in Hatchet, starting new",
+                        old_workflow_id=transcript.workflow_run_id,
+                    )

-            workflow_id = await HatchetClientManager.start_workflow(
-                workflow_name="DiarizationPipeline",
-                input_data={
-                    "recording_id": config.recording_id,
-                    "tracks": [{"s3_key": k} for k in config.track_keys],
-                    "bucket_name": config.bucket_name,
-                    "transcript_id": config.transcript_id,
-                    "room_id": config.room_id,
-                },
-                additional_metadata={
-                    "transcript_id": config.transcript_id,
-                    "recording_id": config.recording_id,
-                    "daily_recording_id": config.recording_id,
-                },
+        # Force: cancel old workflow if exists
+        if force and transcript and transcript.workflow_run_id:
+            try:
+                await HatchetClientManager.cancel_workflow(transcript.workflow_run_id)
+                logger.info(
+                    "Cancelled old workflow (--force)",
+                    workflow_id=transcript.workflow_run_id,
+                )
+            except NotFoundException:
+                logger.info(
+                    "Old workflow already deleted (--force)",
+                    workflow_id=transcript.workflow_run_id,
+                )
+            await transcripts_controller.update(transcript, {"workflow_run_id": None})
+
+        # Re-fetch and check for concurrent dispatch (optimistic approach).
+        # No database lock - worst case is duplicate dispatch, but Hatchet
+        # workflows are idempotent so this is acceptable.
+        transcript = await transcripts_controller.get_by_id(config.transcript_id)
+        if transcript and transcript.workflow_run_id:
+            # Another process started a workflow between validation and now
+            try:
+                status = await HatchetClientManager.get_workflow_run_status(
+                    transcript.workflow_run_id
+                )
+                if status in (V1TaskStatus.RUNNING, V1TaskStatus.QUEUED):
+                    logger.info(
+                        "Concurrent workflow detected, skipping dispatch",
+                        workflow_id=transcript.workflow_run_id,
+                    )
+                    return None
+            except ApiException:
+                # Workflow might be gone (404) or API issue - proceed with new workflow
+                pass
+
+        workflow_id = await HatchetClientManager.start_workflow(
+            workflow_name="DiarizationPipeline",
+            input_data={
+                "recording_id": config.recording_id,
+                "tracks": [{"s3_key": k} for k in config.track_keys],
+                "bucket_name": config.bucket_name,
+                "transcript_id": config.transcript_id,
+                "room_id": config.room_id,
+            },
+            additional_metadata={
+                "transcript_id": config.transcript_id,
+                "recording_id": config.recording_id,
+                "daily_recording_id": config.recording_id,
+            },
+        )
+
+        if transcript:
+            await transcripts_controller.update(
+                transcript, {"workflow_run_id": workflow_id}
            )

-            if transcript:
-                await transcripts_controller.update(
-                    transcript, {"workflow_run_id": workflow_id}
-                )
+        logger.info("Hatchet workflow dispatched", workflow_id=workflow_id)
+        return None

-            logger.info("Hatchet workflow dispatched", workflow_id=workflow_id)
-            return None
-
-        # Celery pipeline (durable workflows disabled)
-        return task_pipeline_multitrack_process.delay(
-            transcript_id=config.transcript_id,
-            bucket_name=config.bucket_name,
-            track_keys=config.track_keys,
-        )
    elif isinstance(config, FileProcessingConfig):
        return task_pipeline_file_process.delay(transcript_id=config.transcript_id)
    else:
--- a/server/reflector/settings.py
+++ b/server/reflector/settings.py
@@ -1,7 +1,7 @@
 from pydantic.types import PositiveInt
 from pydantic_settings import BaseSettings, SettingsConfigDict

-from reflector.schemas.platform import WHEREBY_PLATFORM, Platform
+from reflector.schemas.platform import DAILY_PLATFORM, Platform
 from reflector.utils.string import NonEmptyString


@@ -49,6 +49,7 @@ class Settings(BaseSettings):
    TRANSCRIPT_STORAGE_AWS_REGION: str = "us-east-1"
    TRANSCRIPT_STORAGE_AWS_ACCESS_KEY_ID: str | None = None
    TRANSCRIPT_STORAGE_AWS_SECRET_ACCESS_KEY: str | None = None
+    TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL: str | None = None

    # Platform-specific recording storage (follows {PREFIX}_STORAGE_AWS_{CREDENTIAL} pattern)
    # Whereby storage configuration
@@ -84,9 +85,7 @@ class Settings(BaseSettings):
    )

    # Diarization
-    # backends:
-    #   - pyannote: in-process model loading (no HTTP, runs in same process)
-    #   - modal: HTTP API client (works with Modal.com OR self-hosted gpu/self_hosted/)
+    # backend: modal — HTTP API client (works with Modal.com OR self-hosted gpu/self_hosted/)
    DIARIZATION_ENABLED: bool = True
    DIARIZATION_BACKEND: str = "modal"
    DIARIZATION_URL: str | None = None
@@ -95,9 +94,6 @@ class Settings(BaseSettings):
    # Diarization: modal backend
    DIARIZATION_MODAL_API_KEY: str | None = None

-    # Diarization: local pyannote.audio
-    DIARIZATION_PYANNOTE_AUTH_TOKEN: str | None = None
-
    # Audio Padding (Modal.com backend)
    PADDING_URL: str | None = None
    PADDING_MODAL_API_KEY: str | None = None
@@ -155,7 +151,7 @@ class Settings(BaseSettings):
        None  # Webhook UUID for this environment. Not used by production code
    )
    # Platform Configuration
-    DEFAULT_VIDEO_PLATFORM: Platform = WHEREBY_PLATFORM
+    DEFAULT_VIDEO_PLATFORM: Platform = DAILY_PLATFORM

    # Zulip integration
    ZULIP_REALM: str | None = None
--- a/server/reflector/storage/storage_aws.py
+++ b/server/reflector/storage/storage_aws.py
@@ -53,6 +53,7 @@ class AwsStorage(Storage):
        aws_access_key_id: str | None = None,
        aws_secret_access_key: str | None = None,
        aws_role_arn: str | None = None,
+        aws_endpoint_url: str | None = None,
    ):
        if not aws_bucket_name:
            raise ValueError("Storage `aws_storage` require `aws_bucket_name`")
@@ -73,17 +74,26 @@ class AwsStorage(Storage):
        self._access_key_id = aws_access_key_id
        self._secret_access_key = aws_secret_access_key
        self._role_arn = aws_role_arn
+        self._endpoint_url = aws_endpoint_url

        self.aws_folder = ""
        if "/" in aws_bucket_name:
            self._bucket_name, self.aws_folder = aws_bucket_name.split("/", 1)
-        self.boto_config = Config(retries={"max_attempts": 3, "mode": "adaptive"})
+
+        config_kwargs: dict = {"retries": {"max_attempts": 3, "mode": "adaptive"}}
+        if aws_endpoint_url:
+            config_kwargs["s3"] = {"addressing_style": "path"}
+        self.boto_config = Config(**config_kwargs)
+
        self.session = aioboto3.Session(
            aws_access_key_id=aws_access_key_id,
            aws_secret_access_key=aws_secret_access_key,
            region_name=aws_region,
        )
-        self.base_url = f"https://{self._bucket_name}.s3.amazonaws.com/"
+        if aws_endpoint_url:
+            self.base_url = f"{aws_endpoint_url}/{self._bucket_name}/"
+        else:
+            self.base_url = f"https://{self._bucket_name}.s3.amazonaws.com/"

    # Implement credential properties
    @property
@@ -139,7 +149,9 @@ class AwsStorage(Storage):
        s3filename = f"{folder}/{filename}" if folder else filename
        logger.info(f"Uploading {filename} to S3 {actual_bucket}/{folder}")

-        async with self.session.client("s3", config=self.boto_config) as client:
+        async with self.session.client(
+            "s3", config=self.boto_config, endpoint_url=self._endpoint_url
+        ) as client:
            if isinstance(data, bytes):
                await client.put_object(Bucket=actual_bucket, Key=s3filename, Body=data)
            else:
@@ -162,7 +174,9 @@ class AwsStorage(Storage):
        actual_bucket = bucket or self._bucket_name
        folder = self.aws_folder
        s3filename = f"{folder}/{filename}" if folder else filename
-        async with self.session.client("s3", config=self.boto_config) as client:
+        async with self.session.client(
+            "s3", config=self.boto_config, endpoint_url=self._endpoint_url
+        ) as client:
            presigned_url = await client.generate_presigned_url(
                operation,
                Params={"Bucket": actual_bucket, "Key": s3filename},
@@ -177,7 +191,9 @@ class AwsStorage(Storage):
        folder = self.aws_folder
        logger.info(f"Deleting {filename} from S3 {actual_bucket}/{folder}")
        s3filename = f"{folder}/{filename}" if folder else filename
-        async with self.session.client("s3", config=self.boto_config) as client:
+        async with self.session.client(
+            "s3", config=self.boto_config, endpoint_url=self._endpoint_url
+        ) as client:
            await client.delete_object(Bucket=actual_bucket, Key=s3filename)

    @handle_s3_client_errors("download")
@@ -186,7 +202,9 @@ class AwsStorage(Storage):
        folder = self.aws_folder
        logger.info(f"Downloading {filename} from S3 {actual_bucket}/{folder}")
        s3filename = f"{folder}/{filename}" if folder else filename
-        async with self.session.client("s3", config=self.boto_config) as client:
+        async with self.session.client(
+            "s3", config=self.boto_config, endpoint_url=self._endpoint_url
+        ) as client:
            response = await client.get_object(Bucket=actual_bucket, Key=s3filename)
            return await response["Body"].read()

@@ -201,7 +219,9 @@ class AwsStorage(Storage):
        logger.info(f"Listing objects from S3 {actual_bucket} with prefix '{s3prefix}'")

        keys = []
-        async with self.session.client("s3", config=self.boto_config) as client:
+        async with self.session.client(
+            "s3", config=self.boto_config, endpoint_url=self._endpoint_url
+        ) as client:
            paginator = client.get_paginator("list_objects_v2")
            async for page in paginator.paginate(Bucket=actual_bucket, Prefix=s3prefix):
                if "Contents" in page:
@@ -227,7 +247,9 @@ class AwsStorage(Storage):
        folder = self.aws_folder
        logger.info(f"Streaming {filename} from S3 {actual_bucket}/{folder}")
        s3filename = f"{folder}/{filename}" if folder else filename
-        async with self.session.client("s3", config=self.boto_config) as client:
+        async with self.session.client(
+            "s3", config=self.boto_config, endpoint_url=self._endpoint_url
+        ) as client:
            await client.download_fileobj(
                Bucket=actual_bucket, Key=s3filename, Fileobj=fileobj
            )
--- a/server/reflector/video_platforms/daily.py
+++ b/server/reflector/video_platforms/daily.py
@@ -129,10 +129,6 @@ class DailyClient(VideoPlatformClient):
        """Get room presence/session data for a Daily.co room."""
        return await self._api_client.get_room_presence(room_name)

-    async def delete_room(self, room_name: str) -> None:
-        """Delete a Daily.co room (idempotent - succeeds even if room doesn't exist)."""
-        return await self._api_client.delete_room(room_name)
-
    async def get_meeting_participants(
        self, meeting_id: str
    ) -> MeetingParticipantsResponse:
--- a/server/reflector/views/daily.py
+++ b/server/reflector/views/daily.py
@@ -1,6 +1,4 @@
 import json
-import os
-from datetime import datetime, timezone
 from typing import assert_never

 from fastapi import APIRouter, HTTPException, Request
@@ -14,10 +12,7 @@ from reflector.dailyco_api import (
    RecordingReadyEvent,
    RecordingStartedEvent,
 )
-from reflector.dailyco_api.recording_orphans import create_and_log_orphan
-from reflector.db.daily_recording_requests import daily_recording_requests_controller
 from reflector.db.meetings import meetings_controller
-from reflector.db.recordings import Recording, recordings_controller
 from reflector.logger import logger as _logger
 from reflector.settings import settings
 from reflector.video_platforms.factory import create_platform_client
@@ -85,7 +80,14 @@ async def webhook(request: Request):
    try:
        event = event_adapter.validate_python(body_json)
    except Exception as e:
-        logger.error("Failed to parse webhook event", error=str(e), body=body.decode())
+        err_detail = str(e)
+        if hasattr(e, "errors"):
+            err_detail = f"{err_detail}; errors={e.errors()!r}"
+        logger.error(
+            "Failed to parse webhook event",
+            error=err_detail,
+            body=body.decode(),
+        )
        raise HTTPException(status_code=422, detail="Invalid event format")

    match event:
@@ -217,73 +219,10 @@ async def _handle_recording_ready(event: RecordingReadyEvent):

        track_keys = [t.s3Key for t in tracks if t.type == "audio"]

-        # Lookup request
-        match = await daily_recording_requests_controller.find_by_recording_id(
-            recording_id
-        )
-
-        if not match:
-            await create_and_log_orphan(
-                recording_id=recording_id,
-                bucket_name=bucket_name,
-                room_name=room_name,
-                start_ts=event.payload.start_ts,
-                track_keys=track_keys,
-                source="webhook",
-            )
-            return
-
-        meeting_id, _ = match
-
-        # Verify meeting exists
-        meeting = await meetings_controller.get_by_id(meeting_id)
-        if not meeting:
-            logger.error(
-                "Meeting not found (webhook)",
-                recording_id=recording_id,
-                meeting_id=meeting_id,
-            )
-            await create_and_log_orphan(
-                recording_id=recording_id,
-                bucket_name=bucket_name,
-                room_name=room_name,
-                start_ts=event.payload.start_ts,
-                track_keys=track_keys,
-                source="webhook",
-            )
-            return
-
-        # Create recording atomically
-        created = await recordings_controller.try_create_with_meeting(
-            Recording(
-                id=recording_id,
-                bucket_name=bucket_name,
-                object_key=(
-                    os.path.dirname(track_keys[0]) if track_keys else room_name
-                ),
-                recorded_at=datetime.fromtimestamp(
-                    event.payload.start_ts, tz=timezone.utc
-                ),
-                track_keys=track_keys,
-                meeting_id=meeting_id,
-                status="pending",
-            )
-        )
-
-        if not created:
-            # Already created (polling got it first)
-            logger.debug(
-                "Recording already exists (webhook late)",
-                recording_id=recording_id,
-                meeting_id=meeting_id,
-            )
-            return
-
        logger.info(
-            "Raw-tracks recording queuing processing (webhook)",
+            "Raw-tracks recording queuing processing",
            recording_id=recording_id,
            room_name=room_name,
-            meeting_id=meeting_id,
            num_tracks=len(track_keys),
        )

--- a/server/reflector/views/meetings.py
+++ b/server/reflector/views/meetings.py
@@ -1,5 +1,4 @@
 import json
-import logging
 from datetime import datetime, timezone
 from typing import Annotated, Any, Optional
 from uuid import UUID
@@ -10,21 +9,16 @@ from pydantic import BaseModel
 import reflector.auth as auth
 from reflector.dailyco_api import RecordingType
 from reflector.dailyco_api.client import DailyApiError
-from reflector.db.daily_recording_requests import (
-    DailyRecordingRequest,
-    daily_recording_requests_controller,
-)
 from reflector.db.meetings import (
    MeetingConsent,
    meeting_consent_controller,
    meetings_controller,
 )
 from reflector.db.rooms import rooms_controller
+from reflector.logger import logger
 from reflector.utils.string import NonEmptyString
 from reflector.video_platforms.factory import create_platform_client

-logger = logging.getLogger(__name__)
-
 router = APIRouter()


@@ -108,6 +102,13 @@ async def start_recording(
    if not meeting:
        raise HTTPException(status_code=404, detail="Meeting not found")

+    log = logger.bind(
+        meeting_id=meeting_id,
+        room_name=meeting.room_name,
+        recording_type=body.type,
+        instance_id=body.instanceId,
+    )
+
    try:
        client = create_platform_client("daily")
        result = await client.start_recording(
@@ -116,30 +117,9 @@ async def start_recording(
            instance_id=body.instanceId,
        )

-        recording_id = result["id"]
+        log.info(f"Started {body.type} recording via REST API")

-        await daily_recording_requests_controller.create(
-            DailyRecordingRequest(
-                recording_id=recording_id,
-                meeting_id=meeting_id,
-                instance_id=body.instanceId,
-                type=body.type,
-                requested_at=datetime.now(timezone.utc),
-            )
-        )
-
-        logger.info(
-            f"Started {body.type} recording via REST API",
-            extra={
-                "meeting_id": meeting_id,
-                "room_name": meeting.room_name,
-                "recording_type": body.type,
-                "instance_id": body.instanceId,
-                "recording_id": recording_id,
-            },
-        )
-
-        return {"status": "ok", "recording_id": recording_id}
+        return {"status": "ok", "result": result}

    except DailyApiError as e:
        # Parse Daily.co error response to detect "has an active stream"
@@ -150,42 +130,22 @@ async def start_recording(
            # "has an active stream" means recording already started by another participant
            # This is SUCCESS from business logic perspective - return 200
            if "has an active stream" in error_info:
-                logger.info(
-                    f"{body.type} recording already active (started by another participant)",
-                    extra={
-                        "meeting_id": meeting_id,
-                        "room_name": meeting.room_name,
-                        "recording_type": body.type,
-                        "instance_id": body.instanceId,
-                    },
+                log.info(
+                    f"{body.type} recording already active (started by another participant)"
                )
                return {"status": "already_active", "instanceId": str(body.instanceId)}
        except (json.JSONDecodeError, KeyError):
            pass  # Fall through to error handling

        # All other Daily.co API errors
-        logger.error(
-            f"Failed to start {body.type} recording",
-            extra={
-                "meeting_id": meeting_id,
-                "recording_type": body.type,
-                "error": str(e),
-            },
-        )
+        log.error(f"Failed to start {body.type} recording", error=str(e))
        raise HTTPException(
            status_code=500, detail=f"Failed to start recording: {str(e)}"
        )

    except Exception as e:
        # Non-Daily.co errors
-        logger.error(
-            f"Failed to start {body.type} recording",
-            extra={
-                "meeting_id": meeting_id,
-                "recording_type": body.type,
-                "error": str(e),
-            },
-        )
+        log.error(f"Failed to start {body.type} recording", error=str(e))
        raise HTTPException(
            status_code=500, detail=f"Failed to start recording: {str(e)}"
        )
--- a/server/reflector/views/rooms.py
+++ b/server/reflector/views/rooms.py
@@ -20,7 +20,6 @@ from reflector.services.ics_sync import ics_sync_service
 from reflector.settings import settings
 from reflector.utils.url import add_query_param
 from reflector.video_platforms.factory import create_platform_client
-from reflector.worker.process import poll_daily_room_presence_task
 from reflector.worker.webhook import test_webhook

 logger = logging.getLogger(__name__)
@@ -366,53 +365,6 @@ async def rooms_create_meeting(
    return meeting


-@router.post("/rooms/{room_name}/meetings/{meeting_id}/joined")
-async def rooms_joined_meeting(
-    room_name: str,
-    meeting_id: str,
-):
-    """Trigger presence poll (ideally when user actually joins meeting in Daily iframe)"""
-    room = await rooms_controller.get_by_name(room_name)
-    if not room:
-        raise HTTPException(status_code=404, detail="Room not found")
-
-    meeting = await meetings_controller.get_by_id(meeting_id, room=room)
-    if not meeting:
-        raise HTTPException(status_code=404, detail="Meeting not found")
-
-    if meeting.platform == "daily":
-        poll_daily_room_presence_task.delay(meeting_id)
-
-    return {"status": "ok"}
-
-
-@router.post("/rooms/{room_name}/meetings/{meeting_id}/leave")
-async def rooms_leave_meeting(
-    room_name: str,
-    meeting_id: str,
-    delay_seconds: int = 2,
-):
-    """Trigger presence recheck when user leaves meeting (e.g., tab close/navigation).
-
-    Queues presence poll with optional delay to allow Daily.co to detect disconnect.
-    """
-    room = await rooms_controller.get_by_name(room_name)
-    if not room:
-        raise HTTPException(status_code=404, detail="Room not found")
-
-    meeting = await meetings_controller.get_by_id(meeting_id, room=room)
-    if not meeting:
-        raise HTTPException(status_code=404, detail="Meeting not found")
-
-    if meeting.platform == "daily":
-        poll_daily_room_presence_task.apply_async(
-            args=[meeting_id],
-            countdown=delay_seconds,
-        )
-
-    return {"status": "ok"}
-
-
@router.post("/rooms/{room_id}/webhook/test", response_model=WebhookTestResult)
 async def rooms_test_webhook(
    room_id: str,
--- a/server/reflector/views/transcripts_upload.py
+++ b/server/reflector/views/transcripts_upload.py
@@ -5,7 +5,7 @@ from fastapi import APIRouter, Depends, HTTPException, UploadFile
 from pydantic import BaseModel

 import reflector.auth as auth
-from reflector.db.transcripts import transcripts_controller
+from reflector.db.transcripts import SourceKind, transcripts_controller
 from reflector.pipelines.main_file_pipeline import task_pipeline_file_process

 router = APIRouter()
@@ -88,8 +88,10 @@ async def transcript_record_upload(
    finally:
        container.close()

-    # set the status to "uploaded"
-    await transcripts_controller.update(transcript, {"status": "uploaded"})
+    # set the status to "uploaded" and mark as file source
+    await transcripts_controller.update(
+        transcript, {"status": "uploaded", "source_kind": SourceKind.FILE}
+    )

    # launch a background task to process the file
    task_pipeline_file_process.delay(transcript_id=transcript_id)
--- a/server/reflector/views/transcripts_websocket.py
+++ b/server/reflector/views/transcripts_websocket.py
@@ -4,18 +4,22 @@ Transcripts websocket API

 """

-from typing import Optional
-
-from fastapi import APIRouter, Depends, HTTPException, WebSocket, WebSocketDisconnect
+from fastapi import APIRouter, HTTPException, WebSocket, WebSocketDisconnect

 import reflector.auth as auth
 from reflector.db.transcripts import transcripts_controller
+from reflector.ws_events import TranscriptWsEvent
 from reflector.ws_manager import get_ws_manager

 router = APIRouter()


-@router.get("/transcripts/{transcript_id}/events")
+@router.get(
+    "/transcripts/{transcript_id}/events",
+    response_model=TranscriptWsEvent,
+    summary="Transcript WebSocket event schema",
+    description="Stub exposing the discriminated union of all transcript-level WS events for OpenAPI type generation. Real events are delivered over the WebSocket at the same path.",
+)
 async def transcript_get_websocket_events(transcript_id: str):
    pass

@@ -24,8 +28,9 @@ async def transcript_get_websocket_events(transcript_id: str):
 async def transcript_events_websocket(
    transcript_id: str,
    websocket: WebSocket,
-    user: Optional[auth.UserInfo] = Depends(auth.current_user_optional),
 ):
+    _, negotiated_subprotocol = auth.parse_ws_bearer_token(websocket)
+    user = await auth.current_user_ws_optional(websocket)
    user_id = user["sub"] if user else None
    transcript = await transcripts_controller.get_by_id_for_http(
        transcript_id, user_id=user_id
@@ -37,7 +42,9 @@ async def transcript_events_websocket(
    # use ts:transcript_id as room id
    room_id = f"ts:{transcript_id}"
    ws_manager = get_ws_manager()
-    await ws_manager.add_user_to_room(room_id, websocket)
+    await ws_manager.add_user_to_room(
+        room_id, websocket, subprotocol=negotiated_subprotocol
+    )

    try:
        # on first connection, send all events only to the current user
--- a/server/reflector/views/user_websocket.py
+++ b/server/reflector/views/user_websocket.py
@@ -1,13 +1,25 @@
 from typing import Optional

-from fastapi import APIRouter, WebSocket
+from fastapi import APIRouter, WebSocket, WebSocketDisconnect

 from reflector.auth.auth_jwt import JWTAuth  # type: ignore
 from reflector.db.users import user_controller
+from reflector.ws_events import UserWsEvent
 from reflector.ws_manager import get_ws_manager

 router = APIRouter()

+
+@router.get(
+    "/events",
+    response_model=UserWsEvent,
+    summary="User WebSocket event schema",
+    description="Stub exposing the discriminated union of all user-level WS events for OpenAPI type generation. Real events are delivered over the WebSocket at the same path.",
+)
+async def user_get_websocket_events():
+    pass
+
+
 # Close code for unauthorized WebSocket connections
 UNAUTHORISED = 4401

@@ -60,6 +72,8 @@ async def user_events_websocket(websocket: WebSocket):
    try:
        while True:
            await websocket.receive()
+    except (RuntimeError, WebSocketDisconnect):
+        pass
    finally:
        if room_id:
            await ws_manager.remove_user_from_room(room_id, websocket)
--- a/server/reflector/worker/process.py
+++ b/server/reflector/worker/process.py
@@ -1,5 +1,6 @@
 import json
 import os
+import re
 from datetime import datetime, timezone
 from typing import List, Literal
 from urllib.parse import unquote
@@ -12,12 +13,10 @@ from celery.utils.log import get_task_logger
 from pydantic import ValidationError

 from reflector.dailyco_api import FinishedRecordingResponse, RecordingResponse
-from reflector.dailyco_api.recording_orphans import create_and_log_orphan
 from reflector.db.daily_participant_sessions import (
    DailyParticipantSession,
    daily_participant_sessions_controller,
 )
-from reflector.db.daily_recording_requests import daily_recording_requests_controller
 from reflector.db.meetings import meetings_controller
 from reflector.db.recordings import Recording, recordings_controller
 from reflector.db.rooms import rooms_controller
@@ -28,9 +27,6 @@ from reflector.db.transcripts import (
 from reflector.hatchet.client import HatchetClientManager
 from reflector.pipelines.main_file_pipeline import task_pipeline_file_process
 from reflector.pipelines.main_live_pipeline import asynctask
-from reflector.pipelines.main_multitrack_pipeline import (
-    task_pipeline_multitrack_process,
-)
 from reflector.pipelines.topic_processing import EmptyPipeline
 from reflector.processors import AudioFileWriterProcessor
 from reflector.processors.audio_waveform_processor import AudioWaveformProcessor
@@ -231,44 +227,79 @@ async def _process_multitrack_recording_inner(
    recording_start_ts: int,
 ):
    """
-    Process multitrack recording.
+    Process multitrack recording (first time or reprocessing).

-    Recording must already exist with meeting_id set (created by webhook/polling before queueing).
+    For first processing (webhook/polling):
+    - Uses recording_start_ts for time-based meeting matching (no instanceId available)
+
+    For reprocessing:
+    - Uses recording.meeting_id directly (already linked during first processing)
+    - recording_start_ts is ignored
    """

-    # Get recording (must exist - created by webhook/polling)
+    tz = timezone.utc
+    recorded_at = datetime.now(tz)
+    try:
+        if track_keys:
+            folder = os.path.basename(os.path.dirname(track_keys[0]))
+            ts_match = re.search(r"(\d{14})$", folder)
+            if ts_match:
+                ts = ts_match.group(1)
+                recorded_at = datetime.strptime(ts, "%Y%m%d%H%M%S").replace(tzinfo=tz)
+    except Exception as e:
+        logger.warning(
+            f"Could not parse recorded_at from keys, using now() {recorded_at}",
+            e,
+            exc_info=True,
+        )
+
+    # Check if recording already exists (reprocessing path)
    recording = await recordings_controller.get_by_id(recording_id)

-    if not recording:
-        logger.error(
-            "Recording not found - should have been created by webhook/polling",
-            recording_id=recording_id,
-        )
-        return
+    if recording and recording.meeting_id:
+        # Reprocessing: recording exists with meeting already linked
+        meeting = await meetings_controller.get_by_id(recording.meeting_id)
+        if not meeting:
+            logger.error(
+                "Reprocessing: meeting not found for recording - skipping",
+                meeting_id=recording.meeting_id,
+                recording_id=recording_id,
+            )
+            return

-    if not recording.meeting_id:
-        logger.error(
-            "Recording has no meeting_id - orphan should not be queued",
+        logger.info(
+            "Reprocessing: using existing recording.meeting_id",
            recording_id=recording_id,
+            meeting_id=meeting.id,
+            room_name=daily_room_name,
        )
-        return
-
-    # Get meeting
-    meeting = await meetings_controller.get_by_id(recording.meeting_id)
-    if not meeting:
-        logger.error(
-            "Meeting not found for recording",
-            meeting_id=recording.meeting_id,
+    else:
+        # First processing: recording doesn't exist, need time-based matching
+        # (Daily.co doesn't return instanceId in API, must match by timestamp)
+        recording_start = datetime.fromtimestamp(recording_start_ts, tz=timezone.utc)
+        meeting = await meetings_controller.get_by_room_name_and_time(
+            room_name=daily_room_name,
+            recording_start=recording_start,
+            time_window_hours=168,  # 1 week
+        )
+        if not meeting:
+            logger.error(
+                "Raw-tracks: no meeting found within 1-week window (time-based match) - skipping",
+                recording_id=recording_id,
+                room_name=daily_room_name,
+                recording_start_ts=recording_start_ts,
+                recording_start=recording_start.isoformat(),
+            )
+            return  # Skip processing, will retry on next poll
+        logger.info(
+            "First processing: found meeting via time-based matching",
+            meeting_id=meeting.id,
+            room_name=daily_room_name,
            recording_id=recording_id,
+            time_delta_seconds=abs(
+                (meeting.start_date - recording_start).total_seconds()
+            ),
        )
-        return
-
-    logger.info(
-        "Processing multitrack recording",
-        recording_id=recording_id,
-        meeting_id=meeting.id,
-        room_name=daily_room_name,
-    )

    room_name_base = extract_base_room_name(daily_room_name)

@@ -276,6 +307,33 @@ async def _process_multitrack_recording_inner(
    if not room:
        raise Exception(f"Room not found: {room_name_base}")

+    if not recording:
+        # Create recording (only happens during first processing)
+        object_key_dir = os.path.dirname(track_keys[0]) if track_keys else ""
+        recording = await recordings_controller.create(
+            Recording(
+                id=recording_id,
+                bucket_name=bucket_name,
+                object_key=object_key_dir,
+                recorded_at=recorded_at,
+                meeting_id=meeting.id,
+                track_keys=track_keys,
+            )
+        )
+    elif not recording.meeting_id:
+        # Recording exists but meeting_id is null (failed first processing)
+        # Update with meeting from time-based matching
+        await recordings_controller.set_meeting_id(
+            recording_id=recording.id,
+            meeting_id=meeting.id,
+        )
+        recording.meeting_id = meeting.id
+        logger.info(
+            "Updated existing recording with meeting_id",
+            recording_id=recording.id,
+            meeting_id=meeting.id,
+        )
+
    transcript = await transcripts_controller.get_by_recording_id(recording.id)
    if not transcript:
        transcript = await transcripts_controller.add(
@@ -290,49 +348,29 @@ async def _process_multitrack_recording_inner(
            room_id=room.id,
        )

-    use_celery = room and room.use_celery
-    use_hatchet = not use_celery
-
-    if use_celery:
-        logger.info(
-            "Room uses legacy Celery processing",
-            room_id=room.id,
-            transcript_id=transcript.id,
-        )
-
-    if use_hatchet:
-        workflow_id = await HatchetClientManager.start_workflow(
-            workflow_name="DiarizationPipeline",
-            input_data={
-                "recording_id": recording_id,
-                "tracks": [{"s3_key": k} for k in filter_cam_audio_tracks(track_keys)],
-                "bucket_name": bucket_name,
-                "transcript_id": transcript.id,
-                "room_id": room.id,
-            },
-            additional_metadata={
-                "transcript_id": transcript.id,
-                "recording_id": recording_id,
-                "daily_recording_id": recording_id,
-            },
-        )
-        logger.info(
-            "Started Hatchet workflow",
-            workflow_id=workflow_id,
-            transcript_id=transcript.id,
-        )
-
-        await transcripts_controller.update(
-            transcript, {"workflow_run_id": workflow_id}
-        )
-        return
-
-    # Celery pipeline (runs when durable workflows disabled)
-    task_pipeline_multitrack_process.delay(
-        transcript_id=transcript.id,
-        bucket_name=bucket_name,
-        track_keys=filter_cam_audio_tracks(track_keys),
+    # Multitrack processing always uses Hatchet (no Celery fallback)
+    workflow_id = await HatchetClientManager.start_workflow(
+        workflow_name="DiarizationPipeline",
+        input_data={
+            "recording_id": recording_id,
+            "tracks": [{"s3_key": k} for k in filter_cam_audio_tracks(track_keys)],
+            "bucket_name": bucket_name,
+            "transcript_id": transcript.id,
+            "room_id": room.id,
+        },
+        additional_metadata={
+            "transcript_id": transcript.id,
+            "recording_id": recording_id,
+            "daily_recording_id": recording_id,
+        },
    )
+    logger.info(
+        "Started Hatchet workflow",
+        workflow_id=workflow_id,
+        transcript_id=transcript.id,
+    )
+
+    await transcripts_controller.update(transcript, {"workflow_run_id": workflow_id})


@shared_task
@@ -461,7 +499,7 @@ async def store_cloud_recording(
    Store cloud recording reference in meeting table.

    Common function for both webhook and polling code paths.
-    Uses direct recording_id lookup via daily_recording_requests table.
+    Uses time-based matching to handle duplicate room_name values.

    Args:
        recording_id: Daily.co recording ID
@@ -474,170 +512,155 @@ async def store_cloud_recording(
    Returns:
        True if stored, False if skipped/failed
    """
-    # Lookup request
-    match = await daily_recording_requests_controller.find_by_recording_id(recording_id)
+    recording_start = datetime.fromtimestamp(start_ts, tz=timezone.utc)

-    if not match:
-        # ORPHAN: No request found (pre-migration recording or failed request creation)
-        await create_and_log_orphan(
+    meeting = await meetings_controller.get_by_room_name_and_time(
+        room_name=room_name,
+        recording_start=recording_start,
+        time_window_hours=168,  # 1 week
+    )
+
+    if not meeting:
+        logger.warning(
+            f"Cloud recording ({source}): no meeting found within 1-week window",
            recording_id=recording_id,
-            bucket_name="",
            room_name=room_name,
-            start_ts=start_ts,
-            track_keys=None,
-            source=source,
+            recording_start_ts=start_ts,
+            recording_start=recording_start.isoformat(),
        )
        return False

-    meeting_id, _ = match
-
    success = await meetings_controller.set_cloud_recording_if_missing(
-        meeting_id=meeting_id,
+        meeting_id=meeting.id,
        s3_key=s3_key,
        duration=duration,
    )

    if not success:
        logger.debug(
-            f"Cloud recording ({source}): already set (stop/restart?)",
+            f"Cloud recording ({source}): already set (race lost)",
            recording_id=recording_id,
            room_name=room_name,
-            meeting_id=meeting_id,
+            meeting_id=meeting.id,
        )
        return False

    logger.info(
-        f"Cloud recording stored via {source}",
-        meeting_id=meeting_id,
+        f"Cloud recording stored via {source} (time-based match)",
+        meeting_id=meeting.id,
        recording_id=recording_id,
        s3_key=s3_key,
        duration=duration,
+        time_delta_seconds=abs((meeting.start_date - recording_start).total_seconds()),
    )
    return True


 async def _poll_cloud_recordings(cloud_recordings: List[FinishedRecordingResponse]):
-    """Process cloud recordings (database deduplication, worker-agnostic).
+    """
+    Store cloud recordings missing from meeting table via polling.

-    Cloud recordings stored in meeting.daily_composed_video_s3_key, not recording table.
-    Only first cloud recording per meeting is kept (existing behavior).
+    Uses time-based matching via store_cloud_recording().
    """
    if not cloud_recordings:
        return

-    for rec in cloud_recordings:
-        # Lookup request
-        match = await daily_recording_requests_controller.find_by_recording_id(rec.id)
-
-        if not match:
-            await create_and_log_orphan(
-                recording_id=rec.id,
-                bucket_name="",
-                room_name=rec.room_name,
-                start_ts=rec.start_ts,
-                track_keys=None,
-                source="polling",
-            )
-            continue
-
-        meeting_id, _ = match
-
-        if not rec.s3key:
-            logger.error("Cloud recording missing s3_key", recording_id=rec.id)
-            continue
-
-        # Store in meeting table (atomic, only if not already set)
-        success = await meetings_controller.set_cloud_recording_if_missing(
-            meeting_id=meeting_id,
-            s3_key=rec.s3key,
-            duration=rec.duration,
-        )
-
-        if success:
-            logger.info(
-                "Stored cloud recording", recording_id=rec.id, meeting_id=meeting_id
-            )
-        else:
+    stored_count = 0
+    for recording in cloud_recordings:
+        # Extract S3 key from recording (cloud recordings use s3key field)
+        s3_key = recording.s3key or (recording.s3.key if recording.s3 else None)
+        if not s3_key:
            logger.warning(
-                "Cloud recording already exists for meeting (stop/restart?)",
-                recording_id=rec.id,
-                meeting_id=meeting_id,
+                "Cloud recording: missing S3 key",
+                recording_id=recording.id,
+                room_name=recording.room_name,
            )
+            continue
+
+        stored = await store_cloud_recording(
+            recording_id=recording.id,
+            room_name=recording.room_name,
+            s3_key=s3_key,
+            duration=recording.duration,
+            start_ts=recording.start_ts,
+            source="polling",
+        )
+        if stored:
+            stored_count += 1
+
+    logger.info(
+        "Cloud recording polling complete",
+        total=len(cloud_recordings),
+        stored=stored_count,
+    )


 async def _poll_raw_tracks_recordings(
    raw_tracks_recordings: List[FinishedRecordingResponse],
-    bucket_name: NonEmptyString,
-) -> None:
-    """Process raw-tracks (database deduplication, worker-agnostic)."""
+    bucket_name: str,
+):
+    """Queue raw-tracks recordings missing from DB (existing logic)."""
    if not raw_tracks_recordings:
        return

-    for rec in raw_tracks_recordings:
-        # Lookup request FIRST (before any DB writes)
-        match = await daily_recording_requests_controller.find_by_recording_id(rec.id)
+    recording_ids = [rec.id for rec in raw_tracks_recordings]
+    existing_recordings = await recordings_controller.get_by_ids(recording_ids)
+    existing_ids = {rec.id for rec in existing_recordings}

-        if not match:
-            await create_and_log_orphan(
-                recording_id=rec.id,
-                bucket_name=bucket_name,
-                room_name=rec.room_name,
-                start_ts=rec.start_ts,
-                track_keys=[t.s3Key for t in rec.tracks if t.type == "audio"],
-                source="polling",
+    missing_recordings = [
+        rec for rec in raw_tracks_recordings if rec.id not in existing_ids
+    ]
+
+    if not missing_recordings:
+        logger.debug(
+            "All raw-tracks recordings already in DB",
+            api_count=len(raw_tracks_recordings),
+            existing_count=len(existing_recordings),
+        )
+        return
+
+    logger.info(
+        "Found raw-tracks recordings missing from DB",
+        missing_count=len(missing_recordings),
+        total_api_count=len(raw_tracks_recordings),
+        existing_count=len(existing_recordings),
+    )
+
+    for recording in missing_recordings:
+        if not recording.tracks:
+            logger.warning(
+                "Finished raw-tracks recording has no tracks (no audio captured)",
+                recording_id=recording.id,
+                room_name=recording.room_name,
            )
            continue

-        meeting_id, _ = match
+        track_keys = [t.s3Key for t in recording.tracks if t.type == "audio"]

-        # Verify meeting exists
-        meeting = await meetings_controller.get_by_id(meeting_id)
-        if not meeting:
-            logger.error(
-                "Meeting not found", recording_id=rec.id, meeting_id=meeting_id
-            )
-            await create_and_log_orphan(
-                recording_id=rec.id,
-                bucket_name=bucket_name,
-                room_name=rec.room_name,
-                start_ts=rec.start_ts,
-                track_keys=[t.s3Key for t in rec.tracks if t.type == "audio"],
-                source="polling",
+        if not track_keys:
+            logger.warning(
+                "No audio tracks found in raw-tracks recording",
+                recording_id=recording.id,
+                room_name=recording.room_name,
+                total_tracks=len(recording.tracks),
            )
            continue

-        # DEDUPLICATION: Atomically create recording (single operation, no race window)
-        # ON CONFLICT → concurrent poller already got it, skip entire logic
-        track_keys = [t.s3Key for t in rec.tracks if t.type == "audio"]
-
-        created = await recordings_controller.try_create_with_meeting(
-            Recording(
-                id=rec.id,
-                bucket_name=bucket_name,
-                object_key=os.path.dirname(track_keys[0]) if track_keys else "",
-                recorded_at=datetime.fromtimestamp(rec.start_ts, tz=timezone.utc),
-                track_keys=track_keys,
-                meeting_id=meeting_id,  # Set at creation (constraint-safe)
-                status="pending",
-            )
+        logger.info(
+            "Queueing missing raw-tracks recording for processing",
+            recording_id=recording.id,
+            room_name=recording.room_name,
+            track_count=len(track_keys),
        )

-        if not created:
-            # Conflict: another poller already created/queued this
-            # Skip all remaining logic (match already done by winner)
-            continue
-
-        # Only winner reaches here - queue processing (works with Celery or Hatchet)
        process_multitrack_recording.delay(
-            recording_id=rec.id,
-            daily_room_name=rec.room_name,
-            recording_start_ts=rec.start_ts,
            bucket_name=bucket_name,
+            daily_room_name=recording.room_name,
+            recording_id=recording.id,
            track_keys=track_keys,
+            recording_start_ts=recording.start_ts,
        )

-        logger.info("Queued recording", recording_id=rec.id, meeting_id=meeting_id)
-

 async def poll_daily_room_presence(meeting_id: str) -> None:
    """Poll Daily.co room presence and reconcile with DB sessions. New presence is added, old presence is marked as closed.
@@ -799,47 +822,15 @@ async def process_meetings():
                    end_date = end_date.replace(tzinfo=timezone.utc)

                client = create_platform_client(meeting.platform)
-                has_active_sessions = False
-                has_had_sessions = False
+                room_sessions = await client.get_room_sessions(meeting.room_name)

-                if meeting.platform == "daily":
-                    try:
-                        presence = await client.get_room_presence(meeting.room_name)
-                        has_active_sessions = presence.total_count > 0
-
-                        room_sessions = await client.get_room_sessions(
-                            meeting.room_name
-                        )
-                        has_had_sessions = bool(room_sessions)
-
-                        logger_.info(
-                            "Daily.co presence check",
-                            has_active_sessions=has_active_sessions,
-                            has_had_sessions=has_had_sessions,
-                            presence_count=presence.total_count,
-                        )
-                    except Exception:
-                        logger_.warning(
-                            "Daily.co presence API failed, falling back to DB sessions",
-                            exc_info=True,
-                        )
-                        room_sessions = await client.get_room_sessions(
-                            meeting.room_name
-                        )
-                        has_active_sessions = bool(
-                            room_sessions
-                            and any(s.ended_at is None for s in room_sessions)
-                        )
-                        has_had_sessions = bool(room_sessions)
-                else:
-                    room_sessions = await client.get_room_sessions(meeting.room_name)
-                    has_active_sessions = bool(
-                        room_sessions and any(s.ended_at is None for s in room_sessions)
-                    )
-                    has_had_sessions = bool(room_sessions)
-                    logger_.info(
-                        f"has_active_sessions={has_active_sessions}, has_had_sessions={has_had_sessions}"
-                    )
+                has_active_sessions = bool(
+                    room_sessions and any(s.ended_at is None for s in room_sessions)
+                )
+                has_had_sessions = bool(room_sessions)
+                logger_.info(
+                    f"has_active_sessions={has_active_sessions}, has_had_sessions={has_had_sessions}"
+                )

                if has_active_sessions:
                    logger_.debug("Meeting still has active sessions, keep it")
@@ -858,20 +849,7 @@ async def process_meetings():
                    await meetings_controller.update_meeting(
                        meeting.id, is_active=False
                    )
-                    logger_.info("Meeting deactivated in database")
-
-                    if meeting.platform == "daily":
-                        try:
-                            await client.delete_room(meeting.room_name)
-                            logger_.info(
-                                "Daily.co room deleted", room_name=meeting.room_name
-                            )
-                        except Exception:
-                            logger_.warning(
-                                "Failed to delete Daily.co room",
-                                room_name=meeting.room_name,
-                                exc_info=True,
-                            )
+                    logger_.info("Meeting is deactivated")

                processed_count += 1

@@ -1071,66 +1049,43 @@ async def reprocess_failed_daily_recordings():
                )
                continue

-            use_celery = room and room.use_celery
-            use_hatchet = not use_celery
-
-            if use_hatchet:
-                if not transcript:
-                    logger.warning(
-                        "No transcript for Hatchet reprocessing, skipping",
-                        recording_id=recording.id,
-                    )
-                    continue
-
-                workflow_id = await HatchetClientManager.start_workflow(
-                    workflow_name="DiarizationPipeline",
-                    input_data={
-                        "recording_id": recording.id,
-                        "tracks": [
-                            {"s3_key": k}
-                            for k in filter_cam_audio_tracks(recording.track_keys)
-                        ],
-                        "bucket_name": bucket_name,
-                        "transcript_id": transcript.id,
-                        "room_id": room.id if room else None,
-                    },
-                    additional_metadata={
-                        "transcript_id": transcript.id,
-                        "recording_id": recording.id,
-                        "reprocess": True,
-                    },
-                )
-                await transcripts_controller.update(
-                    transcript, {"workflow_run_id": workflow_id}
-                )
-
-                logger.info(
-                    "Queued Daily recording for Hatchet reprocessing",
+            # Multitrack reprocessing always uses Hatchet (no Celery fallback)
+            if not transcript:
+                logger.warning(
+                    "No transcript for Hatchet reprocessing, skipping",
                    recording_id=recording.id,
-                    workflow_id=workflow_id,
-                    room_name=meeting.room_name,
-                    track_count=len(recording.track_keys),
-                )
-            else:
-                logger.info(
-                    "Queueing Daily recording for Celery reprocessing",
-                    recording_id=recording.id,
-                    room_name=meeting.room_name,
-                    track_count=len(recording.track_keys),
-                    transcript_status=transcript.status if transcript else None,
                )
+                continue

-                # For reprocessing, pass actual recording time (though it's ignored - see _process_multitrack_recording_inner)
-                # Reprocessing uses recording.meeting_id directly instead of time-based matching
-                recording_start_ts = int(recording.recorded_at.timestamp())
+            workflow_id = await HatchetClientManager.start_workflow(
+                workflow_name="DiarizationPipeline",
+                input_data={
+                    "recording_id": recording.id,
+                    "tracks": [
+                        {"s3_key": k}
+                        for k in filter_cam_audio_tracks(recording.track_keys)
+                    ],
+                    "bucket_name": bucket_name,
+                    "transcript_id": transcript.id,
+                    "room_id": room.id if room else None,
+                },
+                additional_metadata={
+                    "transcript_id": transcript.id,
+                    "recording_id": recording.id,
+                    "reprocess": True,
+                },
+            )
+            await transcripts_controller.update(
+                transcript, {"workflow_run_id": workflow_id}
+            )

-                process_multitrack_recording.delay(
-                    bucket_name=bucket_name,
-                    daily_room_name=meeting.room_name,
-                    recording_id=recording.id,
-                    track_keys=recording.track_keys,
-                    recording_start_ts=recording_start_ts,
-                )
+            logger.info(
+                "Queued Daily recording for Hatchet reprocessing",
+                recording_id=recording.id,
+                workflow_id=workflow_id,
+                room_name=meeting.room_name,
+                track_count=len(recording.track_keys),
+            )

            reprocessed_count += 1

--- a/server/reflector/ws_events.py
+++ b/server/reflector/ws_events.py
@@ -0,0 +1,188 @@
+"""Typed WebSocket event models.
+
+Defines Pydantic models with Literal discriminators for all WS events.
+Exposed via stub GET endpoints so ``pnpm openapi`` generates TS discriminated unions.
+"""
+
+from typing import Annotated, Literal, Union
+
+from pydantic import BaseModel, Discriminator
+
+from reflector.db.transcripts import (
+    TranscriptActionItems,
+    TranscriptDuration,
+    TranscriptFinalLongSummary,
+    TranscriptFinalShortSummary,
+    TranscriptFinalTitle,
+    TranscriptStatus,
+    TranscriptText,
+    TranscriptWaveform,
+)
+from reflector.utils.string import NonEmptyString
+from reflector.views.transcripts import GetTranscriptTopic
+
+# ---------------------------------------------------------------------------
+# Transcript-level event name literal
+# ---------------------------------------------------------------------------
+
+TranscriptEventName = Literal[
+    "TRANSCRIPT",
+    "TOPIC",
+    "STATUS",
+    "FINAL_TITLE",
+    "FINAL_LONG_SUMMARY",
+    "FINAL_SHORT_SUMMARY",
+    "ACTION_ITEMS",
+    "DURATION",
+    "WAVEFORM",
+]
+
+# ---------------------------------------------------------------------------
+# Transcript-level WS event wrappers
+# ---------------------------------------------------------------------------
+
+
+class TranscriptWsTranscript(BaseModel):
+    event: Literal["TRANSCRIPT"] = "TRANSCRIPT"
+    data: TranscriptText
+
+
+class TranscriptWsTopic(BaseModel):
+    event: Literal["TOPIC"] = "TOPIC"
+    data: GetTranscriptTopic
+
+
+class TranscriptWsStatusData(BaseModel):
+    value: TranscriptStatus
+
+
+class TranscriptWsStatus(BaseModel):
+    event: Literal["STATUS"] = "STATUS"
+    data: TranscriptWsStatusData
+
+
+class TranscriptWsFinalTitle(BaseModel):
+    event: Literal["FINAL_TITLE"] = "FINAL_TITLE"
+    data: TranscriptFinalTitle
+
+
+class TranscriptWsFinalLongSummary(BaseModel):
+    event: Literal["FINAL_LONG_SUMMARY"] = "FINAL_LONG_SUMMARY"
+    data: TranscriptFinalLongSummary
+
+
+class TranscriptWsFinalShortSummary(BaseModel):
+    event: Literal["FINAL_SHORT_SUMMARY"] = "FINAL_SHORT_SUMMARY"
+    data: TranscriptFinalShortSummary
+
+
+class TranscriptWsActionItems(BaseModel):
+    event: Literal["ACTION_ITEMS"] = "ACTION_ITEMS"
+    data: TranscriptActionItems
+
+
+class TranscriptWsDuration(BaseModel):
+    event: Literal["DURATION"] = "DURATION"
+    data: TranscriptDuration
+
+
+class TranscriptWsWaveform(BaseModel):
+    event: Literal["WAVEFORM"] = "WAVEFORM"
+    data: TranscriptWaveform
+
+
+TranscriptWsEvent = Annotated[
+    Union[
+        TranscriptWsTranscript,
+        TranscriptWsTopic,
+        TranscriptWsStatus,
+        TranscriptWsFinalTitle,
+        TranscriptWsFinalLongSummary,
+        TranscriptWsFinalShortSummary,
+        TranscriptWsActionItems,
+        TranscriptWsDuration,
+        TranscriptWsWaveform,
+    ],
+    Discriminator("event"),
+]
+
+# ---------------------------------------------------------------------------
+# User-level event name literal
+# ---------------------------------------------------------------------------
+
+UserEventName = Literal[
+    "TRANSCRIPT_CREATED",
+    "TRANSCRIPT_DELETED",
+    "TRANSCRIPT_STATUS",
+    "TRANSCRIPT_FINAL_TITLE",
+    "TRANSCRIPT_DURATION",
+]
+
+# ---------------------------------------------------------------------------
+# User-level WS event data models
+# ---------------------------------------------------------------------------
+
+
+class UserTranscriptCreatedData(BaseModel):
+    id: NonEmptyString
+
+
+class UserTranscriptDeletedData(BaseModel):
+    id: NonEmptyString
+
+
+class UserTranscriptStatusData(BaseModel):
+    id: NonEmptyString
+    value: TranscriptStatus
+
+
+class UserTranscriptFinalTitleData(BaseModel):
+    id: NonEmptyString
+    title: NonEmptyString
+
+
+class UserTranscriptDurationData(BaseModel):
+    id: NonEmptyString
+    duration: float
+
+
+# ---------------------------------------------------------------------------
+# User-level WS event wrappers
+# ---------------------------------------------------------------------------
+
+
+class UserWsTranscriptCreated(BaseModel):
+    event: Literal["TRANSCRIPT_CREATED"] = "TRANSCRIPT_CREATED"
+    data: UserTranscriptCreatedData
+
+
+class UserWsTranscriptDeleted(BaseModel):
+    event: Literal["TRANSCRIPT_DELETED"] = "TRANSCRIPT_DELETED"
+    data: UserTranscriptDeletedData
+
+
+class UserWsTranscriptStatus(BaseModel):
+    event: Literal["TRANSCRIPT_STATUS"] = "TRANSCRIPT_STATUS"
+    data: UserTranscriptStatusData
+
+
+class UserWsTranscriptFinalTitle(BaseModel):
+    event: Literal["TRANSCRIPT_FINAL_TITLE"] = "TRANSCRIPT_FINAL_TITLE"
+    data: UserTranscriptFinalTitleData
+
+
+class UserWsTranscriptDuration(BaseModel):
+    event: Literal["TRANSCRIPT_DURATION"] = "TRANSCRIPT_DURATION"
+    data: UserTranscriptDurationData
+
+
+UserWsEvent = Annotated[
+    Union[
+        UserWsTranscriptCreated,
+        UserWsTranscriptDeleted,
+        UserWsTranscriptStatus,
+        UserWsTranscriptFinalTitle,
+        UserWsTranscriptDuration,
+    ],
+    Discriminator("event"),
+]
--- a/server/reflector/ws_manager.py
+++ b/server/reflector/ws_manager.py
@@ -48,7 +48,15 @@ class RedisPubSubManager:
        if not self.redis_connection:
            await self.connect()
        message = json.dumps(message)
-        await self.redis_connection.publish(room_id, message)
+        try:
+            await self.redis_connection.publish(room_id, message)
+        except RuntimeError:
+            # Celery workers run each task in a new event loop (asyncio.run),
+            # which closes the previous loop. Cached Redis connection is dead.
+            # Reconnect on the current loop and retry.
+            self.redis_connection = None
+            await self.connect()
+            await self.redis_connection.publish(room_id, message)

    async def subscribe(self, room_id: str) -> redis.Redis:
        await self.pubsub.subscribe(room_id)
--- a/server/scripts/recreate_daily_webhook.py
+++ b/server/scripts/recreate_daily_webhook.py
@@ -15,8 +15,7 @@ from reflector.settings import settings

 async def setup_webhook(webhook_url: str):
    """
-    Create or update Daily.co webhook for this environment using dailyco_api module.
-    Uses DAILY_WEBHOOK_UUID to identify existing webhook.
+    Create Daily.co webhook. Deletes any existing webhooks first, then creates the new one.
    """
    if not settings.DAILY_API_KEY:
        print("Error: DAILY_API_KEY not set")
@@ -35,79 +34,37 @@ async def setup_webhook(webhook_url: str):
    ]

    async with DailyApiClient(api_key=settings.DAILY_API_KEY) as client:
-        webhook_uuid = settings.DAILY_WEBHOOK_UUID
+        webhooks = await client.list_webhooks()
+        for wh in webhooks:
+            await client.delete_webhook(wh.uuid)
+            print(f"Deleted webhook {wh.uuid}")

-        if webhook_uuid:
-            print(f"Updating existing webhook {webhook_uuid}...")
-            try:
-                # Note: Daily.co doesn't support PATCH well, so we delete + recreate
-                await client.delete_webhook(webhook_uuid)
-                print(f"Deleted old webhook {webhook_uuid}")
+        request = CreateWebhookRequest(
+            url=webhook_url,
+            eventTypes=event_types,
+            hmac=settings.DAILY_WEBHOOK_SECRET,
+        )
+        result = await client.create_webhook(request)
+        webhook_uuid = result.uuid

-                request = CreateWebhookRequest(
-                    url=webhook_url,
-                    eventTypes=event_types,
-                    hmac=settings.DAILY_WEBHOOK_SECRET,
-                )
-                result = await client.create_webhook(request)
+        print(f"✓ Created webhook {webhook_uuid} (state: {result.state})")
+        print(f"  URL: {result.url}")

-                print(
-                    f"✓ Created replacement webhook {result.uuid} (state: {result.state})"
-                )
-                print(f"  URL: {result.url}")
+        env_file = Path(__file__).parent.parent / ".env"
+        if env_file.exists():
+            lines = env_file.read_text().splitlines()
+            updated = False
+            for i, line in enumerate(lines):
+                if line.startswith("DAILY_WEBHOOK_UUID="):
+                    lines[i] = f"DAILY_WEBHOOK_UUID={webhook_uuid}"
+                    updated = True
+                    break
+            if not updated:
+                lines.append(f"DAILY_WEBHOOK_UUID={webhook_uuid}")
+            env_file.write_text("\n".join(lines) + "\n")
+            print("✓ Saved DAILY_WEBHOOK_UUID to .env")

-                webhook_uuid = result.uuid
-
-            except Exception as e:
-                if hasattr(e, "response") and e.response.status_code == 404:
-                    print(f"Webhook {webhook_uuid} not found, creating new one...")
-                    webhook_uuid = None  # Fall through to creation
-                else:
-                    print(f"Error updating webhook: {e}")
-                    return 1
-
-        if not webhook_uuid:
-            print("Creating new webhook...")
-            request = CreateWebhookRequest(
-                url=webhook_url,
-                eventTypes=event_types,
-                hmac=settings.DAILY_WEBHOOK_SECRET,
-            )
-            result = await client.create_webhook(request)
-            webhook_uuid = result.uuid
-
-            print(f"✓ Created webhook {webhook_uuid} (state: {result.state})")
-            print(f"  URL: {result.url}")
-            print()
-            print("=" * 60)
-            print("IMPORTANT: Add this to your environment variables:")
-            print("=" * 60)
-            print(f"DAILY_WEBHOOK_UUID: {webhook_uuid}")
-            print("=" * 60)
-            print()
-
-            # Try to write UUID to .env file
-            env_file = Path(__file__).parent.parent / ".env"
-            if env_file.exists():
-                lines = env_file.read_text().splitlines()
-                updated = False
-
-                # Update existing DAILY_WEBHOOK_UUID line or add it
-                for i, line in enumerate(lines):
-                    if line.startswith("DAILY_WEBHOOK_UUID="):
-                        lines[i] = f"DAILY_WEBHOOK_UUID={webhook_uuid}"
-                        updated = True
-                        break
-
-                if not updated:
-                    lines.append(f"DAILY_WEBHOOK_UUID={webhook_uuid}")
-
-                env_file.write_text("\n".join(lines) + "\n")
-                print(f"✓ Also saved to local .env file")
-            else:
-                print(f"⚠ Local .env file not found - please add manually")
-
-            return 0
+        return 0


 if __name__ == "__main__":
@@ -117,11 +74,7 @@ if __name__ == "__main__":
            "Example: python recreate_daily_webhook.py https://example.com/v1/daily/webhook"
        )
        print()
-        print("Behavior:")
-        print("  - If DAILY_WEBHOOK_UUID set: Deletes old webhook, creates new one")
-        print(
-            "  - If DAILY_WEBHOOK_UUID empty: Creates new webhook, saves UUID to .env"
-        )
+        print("Deletes all existing webhooks, then creates a new one.")
        sys.exit(1)

    sys.exit(asyncio.run(setup_webhook(sys.argv[1])))
--- a/server/test_daily_api_recordings.py
+++ b/server/test_daily_api_recordings.py
@@ -1,39 +0,0 @@
-#!/usr/bin/env python3
-"""Test script to fetch Daily.co recordings for a specific room and show raw API response."""
-
-import asyncio
-import json
-
-from reflector.video_platforms.factory import create_platform_client
-
-
-async def main():
-    room_name = "daily-private-igor-20260110042117"
-
-    print(f"\n=== Fetching recordings for room: {room_name} ===\n")
-
-    async with create_platform_client("daily") as client:
-        recordings = await client.list_recordings(room_name=room_name)
-
-    print(f"Found {len(recordings)} recording objects from Daily.co API\n")
-
-    for i, rec in enumerate(recordings, 1):
-        print(f"--- Recording #{i} ---")
-        print(f"ID: {rec.id}")
-        print(f"Room: {rec.room_name}")
-        print(f"Start TS: {rec.start_ts}")
-        print(f"Status: {rec.status}")
-        print(f"Duration: {rec.duration}")
-        print(f"Type: {rec.type}")
-        print(f"Tracks count: {len(rec.tracks)}")
-
-        if rec.tracks:
-            print(f"Tracks:")
-            for j, track in enumerate(rec.tracks, 1):
-                print(f"  Track {j}: {track.s3Key}")
-
-        print(f"\nRaw JSON:\n{json.dumps(rec.model_dump(), indent=2, default=str)}\n")
-
-
-if __name__ == "__main__":
-    asyncio.run(main())
--- a/server/tests/conftest.py
+++ b/server/tests/conftest.py
@@ -4,7 +4,7 @@ from unittest.mock import patch

 import pytest

-from reflector.schemas.platform import WHEREBY_PLATFORM
+from reflector.schemas.platform import DAILY_PLATFORM, WHEREBY_PLATFORM


@pytest.fixture(scope="session", autouse=True)
@@ -14,6 +14,7 @@ def register_mock_platform():
    from reflector.video_platforms.registry import register_platform

    register_platform(WHEREBY_PLATFORM, MockPlatformClient)
+    register_platform(DAILY_PLATFORM, MockPlatformClient)
    yield


--- a/server/tests/test_daily_presence_deactivation.py
+++ b/server/tests/test_daily_presence_deactivation.py
@@ -1,286 +0,0 @@
-"""Unit tests for Daily.co presence-based meeting deactivation logic.
-
-Tests the fix for split room race condition by verifying:
-1. Real-time presence checking via Daily.co API
-2. Room deletion when meetings deactivate
-"""
-
-from datetime import datetime, timedelta, timezone
-from unittest.mock import AsyncMock, patch
-
-import pytest
-
-from reflector.dailyco_api.responses import (
-    RoomPresenceParticipant,
-    RoomPresenceResponse,
-)
-from reflector.db.daily_participant_sessions import (
-    DailyParticipantSession,
-    daily_participant_sessions_controller,
-)
-from reflector.db.meetings import meetings_controller
-from reflector.db.rooms import rooms_controller
-from reflector.video_platforms.daily import DailyClient
-
-
-@pytest.fixture
-async def daily_room_and_meeting():
-    """Create test room and meeting for Daily platform."""
-    room = await rooms_controller.add(
-        name="test-daily",
-        user_id="test-user",
-        platform="daily",
-        zulip_auto_post=False,
-        zulip_stream="",
-        zulip_topic="",
-        is_locked=False,
-        room_mode="normal",
-        recording_type="cloud",
-        recording_trigger="automatic-2nd-participant",
-        is_shared=False,
-    )
-
-    current_time = datetime.now(timezone.utc)
-    end_time = current_time + timedelta(hours=2)
-
-    meeting = await meetings_controller.create(
-        id="test-meeting-id",
-        room_name="test-daily-20260129120000",
-        room_url="https://daily.co/test",
-        host_room_url="https://daily.co/test",
-        start_date=current_time,
-        end_date=end_time,
-        room=room,
-    )
-
-    return room, meeting
-
-
-@pytest.mark.asyncio
-async def test_daily_client_has_delete_room_method():
-    """Verify DailyClient has delete_room method for cleanup."""
-    # Create a mock DailyClient
-    with patch("reflector.dailyco_api.client.DailyApiClient"):
-        from reflector.video_platforms.models import VideoPlatformConfig
-
-        config = VideoPlatformConfig(api_key="test-key", webhook_secret="test-secret")
-        client = DailyClient(config)
-
-        # Verify delete_room method exists
-        assert hasattr(client, "delete_room")
-        assert callable(getattr(client, "delete_room"))
-
-
-@pytest.mark.asyncio
-async def test_get_room_presence_returns_realtime_data(daily_room_and_meeting):
-    """Test that get_room_presence returns real-time participant data."""
-    room, meeting = daily_room_and_meeting
-
-    # Mock Daily.co API response
-    mock_presence = RoomPresenceResponse(
-        total_count=2,
-        data=[
-            RoomPresenceParticipant(
-                room=meeting.room_name,
-                id="session-1",
-                userId="user-1",
-                userName="User One",
-                joinTime="2026-01-29T12:00:00.000Z",
-                duration=120,
-            ),
-            RoomPresenceParticipant(
-                room=meeting.room_name,
-                id="session-2",
-                userId="user-2",
-                userName="User Two",
-                joinTime="2026-01-29T12:05:00.000Z",
-                duration=60,
-            ),
-        ],
-    )
-
-    with patch("reflector.dailyco_api.client.DailyApiClient") as mock_api:
-        from reflector.video_platforms.models import VideoPlatformConfig
-
-        config = VideoPlatformConfig(api_key="test-key", webhook_secret="test-secret")
-        client = DailyClient(config)
-
-        # Mock the API client method
-        client._api_client.get_room_presence = AsyncMock(return_value=mock_presence)
-
-        # Call get_room_presence
-        result = await client.get_room_presence(meeting.room_name)
-
-        # Verify it calls Daily.co API
-        client._api_client.get_room_presence.assert_called_once_with(meeting.room_name)
-
-        # Verify result contains real-time data
-        assert result.total_count == 2
-        assert len(result.data) == 2
-        assert result.data[0].id == "session-1"
-        assert result.data[1].id == "session-2"
-
-
-@pytest.mark.asyncio
-async def test_presence_shows_active_even_when_db_stale(daily_room_and_meeting):
-    """Test that Daily.co presence API is source of truth, not stale DB sessions."""
-    room, meeting = daily_room_and_meeting
-    current_time = datetime.now(timezone.utc)
-
-    # Create stale DB session (left_at=NULL but user actually left)
-    session_id = f"{meeting.id}:stale-user:{int((current_time - timedelta(minutes=5)).timestamp() * 1000)}"
-    await daily_participant_sessions_controller.upsert_joined(
-        DailyParticipantSession(
-            id=session_id,
-            meeting_id=meeting.id,
-            room_id=room.id,
-            session_id="stale-daily-session",
-            user_name="Stale User",
-            user_id="stale-user",
-            joined_at=current_time - timedelta(minutes=5),
-            left_at=None,  # Stale - shows active but user left
-        )
-    )
-
-    # Verify DB shows active session
-    db_sessions = await daily_participant_sessions_controller.get_active_by_meeting(
-        meeting.id
-    )
-    assert len(db_sessions) == 1
-
-    # But Daily.co API shows room is empty
-    mock_presence = RoomPresenceResponse(total_count=0, data=[])
-
-    with patch("reflector.dailyco_api.client.DailyApiClient"):
-        from reflector.video_platforms.models import VideoPlatformConfig
-
-        config = VideoPlatformConfig(api_key="test-key", webhook_secret="test-secret")
-        client = DailyClient(config)
-        client._api_client.get_room_presence = AsyncMock(return_value=mock_presence)
-
-        # Get real-time presence
-        presence = await client.get_room_presence(meeting.room_name)
-
-        # Real-time API shows no participants (truth)
-        assert presence.total_count == 0
-        assert len(presence.data) == 0
-
-        # DB shows 1 participant (stale)
-        assert len(db_sessions) == 1
-
-        # Implementation should trust presence API, not DB
-
-
-@pytest.mark.asyncio
-async def test_meeting_deactivation_logic_with_presence_empty():
-    """Test the core deactivation decision logic when presence shows room empty."""
-    # This tests the logic that will be in process_meetings
-
-    # Simulate: DB shows stale active session
-    has_active_db_sessions = True  # DB is stale
-
-    # Simulate: Daily.co presence API shows room empty
-    presence_count = 0  # Real-time truth
-
-    # Simulate: Meeting has been used before
-    has_had_sessions = True
-
-    # Decision logic (what process_meetings should do):
-    # - If presence API available: trust it
-    # - If presence shows empty AND has_had_sessions: deactivate
-
-    if presence_count == 0 and has_had_sessions:
-        should_deactivate = True
-    else:
-        should_deactivate = False
-
-    assert should_deactivate is True  # Should deactivate despite stale DB
-
-
-@pytest.mark.asyncio
-async def test_meeting_deactivation_logic_with_presence_active():
-    """Test that meetings stay active when presence shows participants."""
-    # Simulate: DB shows no sessions (not yet updated)
-    has_active_db_sessions = False  # DB hasn't caught up
-
-    # Simulate: Daily.co presence API shows active participant
-    presence_count = 1  # Real-time truth
-
-    # Decision logic: presence shows activity, keep meeting active
-    if presence_count > 0:
-        should_deactivate = False
-    else:
-        should_deactivate = True
-
-    assert should_deactivate is False  # Should stay active
-
-
-@pytest.mark.asyncio
-async def test_delete_room_called_on_deactivation(daily_room_and_meeting):
-    """Test that Daily.co room is deleted when meeting deactivates."""
-    room, meeting = daily_room_and_meeting
-
-    with patch("reflector.dailyco_api.client.DailyApiClient"):
-        from reflector.video_platforms.models import VideoPlatformConfig
-
-        config = VideoPlatformConfig(api_key="test-key", webhook_secret="test-secret")
-        client = DailyClient(config)
-
-        # Mock delete_room API call
-        client._api_client.delete_room = AsyncMock()
-
-        # Simulate deactivation - should delete room
-        await client._api_client.delete_room(meeting.room_name)
-
-        # Verify delete was called
-        client._api_client.delete_room.assert_called_once_with(meeting.room_name)
-
-
-@pytest.mark.asyncio
-async def test_delete_room_idempotent_on_404():
-    """Test that room deletion is idempotent (succeeds even if room doesn't exist)."""
-    from reflector.dailyco_api.client import DailyApiClient
-
-    # Create real client to test delete_room logic
-    client = DailyApiClient(api_key="test-key")
-
-    # Mock the HTTP client
-    mock_http_client = AsyncMock()
-    mock_response = AsyncMock()
-    mock_response.status_code = 404  # Room not found
-    mock_http_client.delete = AsyncMock(return_value=mock_response)
-
-    # Mock _get_client to return our mock
-    async def mock_get_client():
-        return mock_http_client
-
-    client._get_client = mock_get_client
-
-    # delete_room should succeed even on 404 (idempotent)
-    await client.delete_room("nonexistent-room")
-
-    # Verify delete was attempted
-    mock_http_client.delete.assert_called_once()
-
-
-@pytest.mark.asyncio
-async def test_api_failure_fallback_to_db_sessions():
-    """Test that system falls back to DB sessions if Daily.co API fails."""
-    # Simulate: Daily.co API throws exception
-    api_exception = Exception("API unavailable")
-
-    # Simulate: DB shows active session
-    has_active_db_sessions = True
-
-    # Decision logic with fallback:
-    try:
-        presence_count = None
-        raise api_exception  # Simulating API failure
-    except Exception:
-        # Fallback: use DB sessions (conservative - don't deactivate if unsure)
-        if has_active_db_sessions:
-            should_deactivate = False
-        else:
-            should_deactivate = True
-
-    assert should_deactivate is False  # Conservative: keep active on API failure
--- a/server/tests/test_daily_recording_requests.py
+++ b/server/tests/test_daily_recording_requests.py
@@ -1,258 +0,0 @@
-from datetime import datetime, timezone
-from uuid import UUID
-
-import pytest
-
-from reflector.db.daily_recording_requests import (
-    DailyRecordingRequest,
-    daily_recording_requests_controller,
-)
-from reflector.db.meetings import Meeting, meetings_controller
-from reflector.db.recordings import Recording, recordings_controller
-from reflector.db.rooms import Room, rooms_controller
-
-
-@pytest.mark.asyncio
-async def test_create_request():
-    """Test creating a recording request."""
-    # Create meeting first
-    room = Room(id="test-room", name="Test Room", slug="test-room", user_id="test-user")
-    await rooms_controller.create(room)
-
-    meeting = Meeting(
-        id="meeting-123",
-        room_name="test-room",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="cloud",
-    )
-    await meetings_controller.create(meeting)
-
-    request = DailyRecordingRequest(
-        recording_id="rec-1",
-        meeting_id="meeting-123",
-        instance_id=UUID("a1b2c3d4-e5f6-7890-abcd-ef1234567890"),
-        type="cloud",
-        requested_at=datetime.now(timezone.utc),
-    )
-
-    await daily_recording_requests_controller.create(request)
-
-    result = await daily_recording_requests_controller.find_by_recording_id("rec-1")
-    assert result is not None
-    assert result[0] == "meeting-123"
-    assert result[1] == "cloud"
-
-
-@pytest.mark.asyncio
-async def test_multiple_recordings_same_meeting():
-    """Test stop/restart creates multiple request rows."""
-    # Create room and meeting
-    room = Room(
-        id="test-room-2", name="Test Room 2", slug="test-room-2", user_id="test-user"
-    )
-    await rooms_controller.create(room)
-
-    meeting_id = "meeting-456"
-    meeting = Meeting(
-        id=meeting_id,
-        room_name="test-room-2",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="cloud",
-    )
-    await meetings_controller.create(meeting)
-
-    instance_id = UUID("b1c2d3e4-f5a6-7890-abcd-ef1234567890")
-
-    # First recording
-    await daily_recording_requests_controller.create(
-        DailyRecordingRequest(
-            recording_id="rec-1",
-            meeting_id=meeting_id,
-            instance_id=instance_id,
-            type="cloud",
-            requested_at=datetime.now(timezone.utc),
-        )
-    )
-
-    # Stop, then restart (new recording_id, same instance_id)
-    await daily_recording_requests_controller.create(
-        DailyRecordingRequest(
-            recording_id="rec-2",  # DIFFERENT
-            meeting_id=meeting_id,
-            instance_id=instance_id,  # SAME
-            type="cloud",
-            requested_at=datetime.now(timezone.utc),
-        )
-    )
-
-    # Both exist
-    requests = await daily_recording_requests_controller.get_by_meeting_id(meeting_id)
-    assert len(requests) == 2
-    assert {r.recording_id for r in requests} == {"rec-1", "rec-2"}
-
-
-@pytest.mark.asyncio
-async def test_deduplication_via_database():
-    """Test concurrent pollers use database for deduplication."""
-    # Create room and meeting
-    room = Room(
-        id="test-room-3", name="Test Room 3", slug="test-room-3", user_id="test-user"
-    )
-    await rooms_controller.create(room)
-
-    meeting = Meeting(
-        id="meeting-789",
-        room_name="test-room-3",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="raw-tracks",
-    )
-    await meetings_controller.create(meeting)
-
-    recording_id = "rec-123"
-
-    # Poller 1
-    created1 = await recordings_controller.try_create_with_meeting(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="test-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id="meeting-789",
-            status="pending",
-            track_keys=["track1.webm", "track2.webm"],
-        )
-    )
-    assert created1 is True  # First wins
-
-    # Poller 2 (concurrent)
-    created2 = await recordings_controller.try_create_with_meeting(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="test-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id="meeting-789",
-            status="pending",
-            track_keys=["track1.webm", "track2.webm"],
-        )
-    )
-    assert created2 is False  # Conflict, skip
-
-
-@pytest.mark.asyncio
-async def test_orphan_logged_once():
-    """Test orphan marked once, skipped on re-poll."""
-    # First poll
-    created1 = await recordings_controller.create_orphan(
-        Recording(
-            id="orphan-123",
-            bucket_name="test-bucket",
-            object_key="orphan-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id=None,
-            status="orphan",
-            track_keys=None,
-        )
-    )
-    assert created1 is True
-
-    # Second poll (same orphan discovered again)
-    created2 = await recordings_controller.create_orphan(
-        Recording(
-            id="orphan-123",
-            bucket_name="test-bucket",
-            object_key="orphan-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id=None,
-            status="orphan",
-            track_keys=None,
-        )
-    )
-    assert created2 is False  # Already exists
-
-    # Verify it exists
-    existing = await recordings_controller.get_by_id("orphan-123")
-    assert existing is not None
-    assert existing.status == "orphan"
-
-
-@pytest.mark.asyncio
-async def test_orphan_constraints():
-    """Test orphan invariants are enforced."""
-    # Can't create orphan with meeting_id
-    with pytest.raises(AssertionError, match="meeting_id must be NULL"):
-        await recordings_controller.create_orphan(
-            Recording(
-                id="bad-orphan-1",
-                bucket_name="test",
-                object_key="test",
-                recorded_at=datetime.now(timezone.utc),
-                meeting_id="meeting-123",  # Should be None
-                status="orphan",
-                track_keys=None,
-            )
-        )
-
-    # Can't create orphan with wrong status
-    with pytest.raises(AssertionError, match="status must be 'orphan'"):
-        await recordings_controller.create_orphan(
-            Recording(
-                id="bad-orphan-2",
-                bucket_name="test",
-                object_key="test",
-                recorded_at=datetime.now(timezone.utc),
-                meeting_id=None,
-                status="pending",  # Should be "orphan"
-                track_keys=None,
-            )
-        )
-
-
-@pytest.mark.asyncio
-async def test_try_create_with_meeting_constraints():
-    """Test try_create_with_meeting enforces constraints."""
-    # Create room and meeting
-    room = Room(
-        id="test-room-4", name="Test Room 4", slug="test-room-4", user_id="test-user"
-    )
-    await rooms_controller.create(room)
-
-    meeting = Meeting(
-        id="meeting-999",
-        room_name="test-room-4",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="cloud",
-    )
-    await meetings_controller.create(meeting)
-
-    # Can't create with orphan status
-    with pytest.raises(AssertionError, match="use create_orphan"):
-        await recordings_controller.try_create_with_meeting(
-            Recording(
-                id="bad-rec-1",
-                bucket_name="test",
-                object_key="test",
-                recorded_at=datetime.now(timezone.utc),
-                meeting_id="meeting-999",
-                status="orphan",  # Should not be orphan
-                track_keys=None,
-            )
-        )
-
-    # Can't create without meeting_id
-    with pytest.raises(AssertionError, match="meeting_id required"):
-        await recordings_controller.try_create_with_meeting(
-            Recording(
-                id="bad-rec-2",
-                bucket_name="test",
-                object_key="test",
-                recorded_at=datetime.now(timezone.utc),
-                meeting_id=None,  # Should have meeting_id
-                status="pending",
-                track_keys=None,
-            )
-        )
--- a/server/tests/test_hatchet_dispatch.py
+++ b/server/tests/test_hatchet_dispatch.py
@@ -255,7 +255,7 @@ async def test_validation_locked_transcript():
@pytest.mark.usefixtures("setup_database")
@pytest.mark.asyncio
 async def test_validation_idle_transcript():
-    """Test that validation rejects idle transcripts (not ready)."""
+    """Test that validation rejects idle transcripts without recording (file upload not ready)."""
    from reflector.services.transcript_process import (
        ValidationNotReady,
        validate_transcript_for_processing,
@@ -274,6 +274,34 @@ async def test_validation_idle_transcript():
    assert "not ready" in result.detail.lower()


+@pytest.mark.usefixtures("setup_database")
+@pytest.mark.asyncio
+async def test_validation_idle_transcript_with_recording_allowed():
+    """Test that validation allows idle transcripts with recording_id (multitrack ready/retry)."""
+    from reflector.services.transcript_process import (
+        ValidationOk,
+        validate_transcript_for_processing,
+    )
+
+    mock_transcript = Transcript(
+        id="test-transcript-id",
+        name="Test",
+        status="idle",
+        source_kind="room",
+        recording_id="test-recording-id",
+    )
+
+    with patch(
+        "reflector.services.transcript_process.task_is_scheduled_or_active"
+    ) as mock_celery_check:
+        mock_celery_check.return_value = False
+
+        result = await validate_transcript_for_processing(mock_transcript)
+
+    assert isinstance(result, ValidationOk)
+    assert result.recording_id == "test-recording-id"
+
+
@pytest.mark.usefixtures("setup_database")
@pytest.mark.asyncio
 async def test_prepare_multitrack_config():
--- a/server/tests/test_recording_request_flow.py
+++ b/server/tests/test_recording_request_flow.py
@@ -1,300 +0,0 @@
-"""
-Integration tests for recording request flow.
-
-These tests verify the end-to-end flow of:
-1. Starting a recording (creates request)
-2. Webhook/polling discovering recording (matches via request)
-3. Recording processing (uses existing meeting_id)
-"""
-
-from datetime import datetime, timezone
-from uuid import UUID, uuid4
-
-import pytest
-
-from reflector.db.daily_recording_requests import (
-    DailyRecordingRequest,
-    daily_recording_requests_controller,
-)
-from reflector.db.meetings import Meeting, meetings_controller
-from reflector.db.recordings import Recording, recordings_controller
-from reflector.db.rooms import Room, rooms_controller
-
-
-@pytest.mark.asyncio
-async def test_recording_request_flow_cloud(client):
-    """Test full cloud recording flow: start -> webhook -> match"""
-    # Create room and meeting
-    room = Room(id="test-room", name="Test Room", slug="test-room", user_id="test-user")
-    await rooms_controller.create(room)
-
-    meeting_id = f"meeting-{uuid4()}"
-    meeting = Meeting(
-        id=meeting_id,
-        room_name="test-room",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="cloud",
-    )
-    await meetings_controller.create(meeting)
-
-    # Simulate recording start (what endpoint does)
-    recording_id = "rec-cloud-123"
-    instance_id = UUID("a1b2c3d4-e5f6-7890-abcd-ef1234567890")
-
-    request = DailyRecordingRequest(
-        recording_id=recording_id,
-        meeting_id=meeting_id,
-        instance_id=instance_id,
-        type="cloud",
-        requested_at=datetime.now(timezone.utc),
-    )
-    await daily_recording_requests_controller.create(request)
-
-    # Verify request exists
-    match = await daily_recording_requests_controller.find_by_recording_id(recording_id)
-    assert match is not None
-    assert match[0] == meeting_id
-    assert match[1] == "cloud"
-
-    # Simulate webhook/polling storing cloud recording
-    success = await meetings_controller.set_cloud_recording_if_missing(
-        meeting_id=meeting_id,
-        s3_key="s3://bucket/recording.mp4",
-        duration=120,
-    )
-    assert success is True
-
-    # Verify meeting updated
-    updated_meeting = await meetings_controller.get_by_id(meeting_id)
-    assert updated_meeting.daily_composed_video_s3_key == "s3://bucket/recording.mp4"
-    assert updated_meeting.daily_composed_video_duration == 120
-
-
-@pytest.mark.asyncio
-async def test_recording_request_flow_raw_tracks(client):
-    """Test full raw-tracks recording flow: start -> webhook/polling -> process"""
-    # Create room and meeting
-    room = Room(
-        id="test-room-2",
-        name="Test Room 2",
-        slug="test-room-2",
-        user_id="test-user",
-    )
-    await rooms_controller.create(room)
-
-    meeting_id = f"meeting-{uuid4()}"
-    meeting = Meeting(
-        id=meeting_id,
-        room_name="test-room-2",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="raw-tracks",
-    )
-    await meetings_controller.create(meeting)
-
-    # Simulate recording start
-    recording_id = "rec-raw-456"
-    instance_id = UUID("b1c2d3e4-f5a6-7890-abcd-ef1234567890")
-
-    request = DailyRecordingRequest(
-        recording_id=recording_id,
-        meeting_id=meeting_id,
-        instance_id=instance_id,
-        type="raw-tracks",
-        requested_at=datetime.now(timezone.utc),
-    )
-    await daily_recording_requests_controller.create(request)
-
-    # Simulate webhook/polling discovering recording
-    match = await daily_recording_requests_controller.find_by_recording_id(recording_id)
-    assert match is not None
-    found_meeting_id, recording_type = match
-    assert found_meeting_id == meeting_id
-    assert recording_type == "raw-tracks"
-
-    # Create recording (what webhook/polling does)
-    created = await recordings_controller.try_create_with_meeting(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="recordings/20260120/",
-            recorded_at=datetime.now(timezone.utc),
-            track_keys=["track1.webm", "track2.webm"],
-            meeting_id=meeting_id,
-            status="pending",
-        )
-    )
-    assert created is True
-
-    # Verify recording exists with meeting_id
-    recording = await recordings_controller.get_by_id(recording_id)
-    assert recording is not None
-    assert recording.meeting_id == meeting_id
-    assert recording.status == "pending"
-    assert len(recording.track_keys) == 2
-
-
-@pytest.mark.asyncio
-async def test_stop_restart_creates_multiple_requests(client):
-    """Test stop/restart creates multiple request rows with same instance_id"""
-    # Create room and meeting
-    room = Room(
-        id="test-room-3",
-        name="Test Room 3",
-        slug="test-room-3",
-        user_id="test-user",
-    )
-    await rooms_controller.create(room)
-
-    meeting_id = f"meeting-{uuid4()}"
-    meeting = Meeting(
-        id=meeting_id,
-        room_name="test-room-3",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="cloud",
-    )
-    await meetings_controller.create(meeting)
-
-    instance_id = UUID("c1d2e3f4-a5b6-7890-abcd-ef1234567890")
-
-    # First recording
-    await daily_recording_requests_controller.create(
-        DailyRecordingRequest(
-            recording_id="rec-first",
-            meeting_id=meeting_id,
-            instance_id=instance_id,
-            type="cloud",
-            requested_at=datetime.now(timezone.utc),
-        )
-    )
-
-    # Stop, then restart (new recording_id, same instance_id)
-    await daily_recording_requests_controller.create(
-        DailyRecordingRequest(
-            recording_id="rec-second",  # DIFFERENT
-            meeting_id=meeting_id,
-            instance_id=instance_id,  # SAME
-            type="cloud",
-            requested_at=datetime.now(timezone.utc),
-        )
-    )
-
-    # Both exist
-    requests = await daily_recording_requests_controller.get_by_meeting_id(meeting_id)
-    assert len(requests) == 2
-    assert {r.recording_id for r in requests} == {"rec-first", "rec-second"}
-    assert all(r.instance_id == instance_id for r in requests)
-
-
-@pytest.mark.asyncio
-async def test_orphan_recording_no_request(client):
-    """Test orphan recording (no request found)"""
-    # Simulate polling discovering recording with no request
-    recording_id = "rec-orphan"
-
-    match = await daily_recording_requests_controller.find_by_recording_id(recording_id)
-    assert match is None  # No request
-
-    # Mark as orphan
-    created = await recordings_controller.create_orphan(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="orphan-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id=None,
-            status="orphan",
-            track_keys=None,
-        )
-    )
-    assert created is True
-
-    # Verify orphan exists
-    recording = await recordings_controller.get_by_id(recording_id)
-    assert recording is not None
-    assert recording.status == "orphan"
-    assert recording.meeting_id is None
-
-    # Second poll - already exists
-    created_again = await recordings_controller.create_orphan(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="orphan-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id=None,
-            status="orphan",
-            track_keys=None,
-        )
-    )
-    assert created_again is False  # Already exists
-
-
-@pytest.mark.asyncio
-async def test_concurrent_polling_deduplication(client):
-    """Test concurrent pollers only queue once"""
-    # Create room and meeting
-    room = Room(
-        id="test-room-4",
-        name="Test Room 4",
-        slug="test-room-4",
-        user_id="test-user",
-    )
-    await rooms_controller.create(room)
-
-    meeting_id = f"meeting-{uuid4()}"
-    meeting = Meeting(
-        id=meeting_id,
-        room_name="test-room-4",
-        start_date=datetime.now(timezone.utc),
-        end_date=None,
-        recording_type="raw-tracks",
-    )
-    await meetings_controller.create(meeting)
-
-    # Create request
-    recording_id = "rec-concurrent"
-    await daily_recording_requests_controller.create(
-        DailyRecordingRequest(
-            recording_id=recording_id,
-            meeting_id=meeting_id,
-            instance_id=UUID("d1e2f3a4-b5c6-7890-abcd-ef1234567890"),
-            type="raw-tracks",
-            requested_at=datetime.now(timezone.utc),
-        )
-    )
-
-    # Poller 1
-    created1 = await recordings_controller.try_create_with_meeting(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="test-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id=meeting_id,
-            status="pending",
-            track_keys=["track1.webm"],
-        )
-    )
-    assert created1 is True  # First wins
-
-    # Poller 2 (concurrent)
-    created2 = await recordings_controller.try_create_with_meeting(
-        Recording(
-            id=recording_id,
-            bucket_name="test-bucket",
-            object_key="test-key",
-            recorded_at=datetime.now(timezone.utc),
-            meeting_id=meeting_id,
-            status="pending",
-            track_keys=["track1.webm"],
-        )
-    )
-    assert created2 is False  # Conflict, skip
-
-    # Only one recording exists
-    recording = await recordings_controller.get_by_id(recording_id)
-    assert recording is not None
-    assert recording.meeting_id == meeting_id
--- a/server/tests/test_storage.py
+++ b/server/tests/test_storage.py
@@ -319,3 +319,51 @@ def test_aws_storage_constructor_rejects_mixed_auth():
            aws_secret_access_key="test-secret",
            aws_role_arn="arn:aws:iam::123456789012:role/test-role",
        )
+
+
+@pytest.mark.asyncio
+async def test_aws_storage_custom_endpoint_url():
+    """Test that custom endpoint_url configures path-style addressing and passes endpoint to client."""
+    storage = AwsStorage(
+        aws_bucket_name="reflector-media",
+        aws_region="garage",
+        aws_access_key_id="GKtest",
+        aws_secret_access_key="secret",
+        aws_endpoint_url="http://garage:3900",
+    )
+    assert storage._endpoint_url == "http://garage:3900"
+    assert storage.boto_config.s3["addressing_style"] == "path"
+    assert storage.base_url == "http://garage:3900/reflector-media/"
+    # retries config preserved (merge, not replace)
+    assert storage.boto_config.retries["max_attempts"] == 3
+
+    mock_client = AsyncMock()
+    mock_client.put_object = AsyncMock()
+    mock_client.__aenter__ = AsyncMock(return_value=mock_client)
+    mock_client.__aexit__ = AsyncMock(return_value=None)
+    mock_client.generate_presigned_url = AsyncMock(
+        return_value="http://garage:3900/reflector-media/test.txt"
+    )
+
+    with patch.object(
+        storage.session, "client", return_value=mock_client
+    ) as mock_session_client:
+        await storage.put_file("test.txt", b"data")
+        mock_session_client.assert_called_with(
+            "s3", config=storage.boto_config, endpoint_url="http://garage:3900"
+        )
+
+
+@pytest.mark.asyncio
+async def test_aws_storage_none_endpoint_url():
+    """Test that None endpoint preserves current AWS behavior."""
+    storage = AwsStorage(
+        aws_bucket_name="reflector-bucket",
+        aws_region="us-east-1",
+        aws_access_key_id="AKIAtest",
+        aws_secret_access_key="secret",
+    )
+    assert storage._endpoint_url is None
+    assert storage.base_url == "https://reflector-bucket.s3.amazonaws.com/"
+    # No s3 addressing_style override — boto_config should only have retries
+    assert not hasattr(storage.boto_config, "s3") or storage.boto_config.s3 is None
--- a/server/tests/test_time_based_meeting_matching.py
+++ b/server/tests/test_time_based_meeting_matching.py
@@ -0,0 +1,374 @@
+"""
+Integration tests for time-based meeting-to-recording matching.
+
+Tests the critical path for matching Daily.co recordings to meetings when
+API doesn't return instanceId.
+"""
+
+from datetime import datetime, timedelta, timezone
+
+import pytest
+
+from reflector.db.meetings import meetings_controller
+from reflector.db.rooms import rooms_controller
+
+
+@pytest.fixture
+async def test_room():
+    """Create a test room for meetings."""
+    room = await rooms_controller.add(
+        name="test-room-time",
+        user_id="test-user-id",
+        zulip_auto_post=False,
+        zulip_stream="",
+        zulip_topic="",
+        is_locked=False,
+        room_mode="normal",
+        recording_type="cloud",
+        recording_trigger="automatic",
+        is_shared=False,
+        platform="daily",
+    )
+    return room
+
+
+@pytest.fixture
+def base_time():
+    """Fixed timestamp for deterministic tests."""
+    return datetime(2026, 1, 14, 9, 0, 0, tzinfo=timezone.utc)
+
+
+class TestTimeBasedMatching:
+    """Test get_by_room_name_and_time() matching logic."""
+
+    async def test_exact_time_match(self, test_room, base_time):
+        """Recording timestamp exactly matches meeting start_date."""
+        meeting = await meetings_controller.create(
+            id="meeting-exact",
+            room_name="daily-test-20260114090000",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-20260114090000",
+            recording_start=base_time,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == meeting.id
+
+    async def test_recording_slightly_after_meeting_start(self, test_room, base_time):
+        """Recording started 1 minute after meeting (participants joined late)."""
+        meeting = await meetings_controller.create(
+            id="meeting-late",
+            room_name="daily-test-20260114090100",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        recording_start = base_time + timedelta(minutes=1)
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-20260114090100",
+            recording_start=recording_start,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == meeting.id
+
+    async def test_duplicate_room_names_picks_closest(self, test_room, base_time):
+        """
+        Two meetings with same room_name (duplicate/race condition).
+        Should pick closest by timestamp.
+        """
+        meeting1 = await meetings_controller.create(
+            id="meeting-1-first",
+            room_name="daily-duplicate-room",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        meeting2 = await meetings_controller.create(
+            id="meeting-2-second",
+            room_name="daily-duplicate-room",  # Same room_name!
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time + timedelta(seconds=0.99),  # 0.99s later
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        # Recording started 0.5s after meeting1
+        # Distance: meeting1 = 0.5s, meeting2 = 0.49s → meeting2 is closer
+        recording_start = base_time + timedelta(seconds=0.5)
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-duplicate-room",
+            recording_start=recording_start,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == meeting2.id  # meeting2 is closer (0.49s vs 0.5s)
+
+    async def test_outside_time_window_returns_none(self, test_room, base_time):
+        """Recording outside 1-week window returns None."""
+        await meetings_controller.create(
+            id="meeting-old",
+            room_name="daily-test-old",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        # Recording 8 days later (outside 7-day window)
+        recording_start = base_time + timedelta(days=8)
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-old",
+            recording_start=recording_start,
+            time_window_hours=168,
+        )
+
+        assert result is None
+
+    async def test_tie_breaker_deterministic(self, test_room, base_time):
+        """When time delta identical, tie-breaker by meeting.id is deterministic."""
+        meeting_z = await meetings_controller.create(
+            id="zzz-last-uuid",
+            room_name="daily-test-tie",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        meeting_a = await meetings_controller.create(
+            id="aaa-first-uuid",
+            room_name="daily-test-tie",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,  # Exact same start_date
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-tie",
+            recording_start=base_time,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        # Tie-breaker: lexicographically first UUID
+        assert result.id == "aaa-first-uuid"
+
+    async def test_timezone_naive_datetime_raises(self, test_room, base_time):
+        """Timezone-naive datetime raises ValueError."""
+        await meetings_controller.create(
+            id="meeting-tz",
+            room_name="daily-test-tz",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        # Naive datetime (no timezone)
+        naive_dt = datetime(2026, 1, 14, 9, 0, 0)
+
+        with pytest.raises(ValueError, match="timezone-aware"):
+            await meetings_controller.get_by_room_name_and_time(
+                room_name="daily-test-tz",
+                recording_start=naive_dt,
+                time_window_hours=168,
+            )
+
+    async def test_one_week_boundary_after_included(self, test_room, base_time):
+        """Meeting 1-week AFTER recording is included (window_end boundary)."""
+        meeting_time = base_time + timedelta(hours=168)
+
+        await meetings_controller.create(
+            id="meeting-boundary-after",
+            room_name="daily-test-boundary-after",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=meeting_time,
+            end_date=meeting_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-boundary-after",
+            recording_start=base_time,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == "meeting-boundary-after"
+
+    async def test_one_week_boundary_before_included(self, test_room, base_time):
+        """Meeting 1-week BEFORE recording is included (window_start boundary)."""
+        meeting_time = base_time - timedelta(hours=168)
+
+        await meetings_controller.create(
+            id="meeting-boundary-before",
+            room_name="daily-test-boundary-before",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=meeting_time,
+            end_date=meeting_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-boundary-before",
+            recording_start=base_time,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == "meeting-boundary-before"
+
+    async def test_recording_before_meeting_start(self, test_room, base_time):
+        """Recording started before meeting (clock skew or early join)."""
+        await meetings_controller.create(
+            id="meeting-early",
+            room_name="daily-test-early",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        recording_start = base_time - timedelta(minutes=2)
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-early",
+            recording_start=recording_start,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == "meeting-early"
+
+    async def test_mixed_inside_outside_window(self, test_room, base_time):
+        """Multiple meetings, only one inside window - returns the inside one."""
+        await meetings_controller.create(
+            id="meeting-old",
+            room_name="daily-test-mixed",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time - timedelta(days=10),
+            end_date=base_time - timedelta(days=10, hours=-1),
+            room=test_room,
+        )
+
+        await meetings_controller.create(
+            id="meeting-inside",
+            room_name="daily-test-mixed",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time - timedelta(days=2),
+            end_date=base_time - timedelta(days=2, hours=-1),
+            room=test_room,
+        )
+
+        await meetings_controller.create(
+            id="meeting-future",
+            room_name="daily-test-mixed",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time + timedelta(days=10),
+            end_date=base_time + timedelta(days=10, hours=1),
+            room=test_room,
+        )
+
+        result = await meetings_controller.get_by_room_name_and_time(
+            room_name="daily-test-mixed",
+            recording_start=base_time,
+            time_window_hours=168,
+        )
+
+        assert result is not None
+        assert result.id == "meeting-inside"
+
+
+class TestAtomicCloudRecordingUpdate:
+    """Test atomic update prevents race conditions."""
+
+    async def test_first_update_succeeds(self, test_room, base_time):
+        """First call to set_cloud_recording_if_missing succeeds."""
+        meeting = await meetings_controller.create(
+            id="meeting-atomic-1",
+            room_name="daily-test-atomic",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        success = await meetings_controller.set_cloud_recording_if_missing(
+            meeting_id=meeting.id,
+            s3_key="first-s3-key",
+            duration=100,
+        )
+
+        assert success is True
+
+        updated = await meetings_controller.get_by_id(meeting.id)
+        assert updated.daily_composed_video_s3_key == "first-s3-key"
+        assert updated.daily_composed_video_duration == 100
+
+    async def test_second_update_fails_atomically(self, test_room, base_time):
+        """Second call to update same meeting doesn't overwrite (atomic check)."""
+        meeting = await meetings_controller.create(
+            id="meeting-atomic-2",
+            room_name="daily-test-atomic2",
+            room_url="https://example.daily.co/test",
+            host_room_url="https://example.daily.co/test?t=host",
+            start_date=base_time,
+            end_date=base_time + timedelta(hours=1),
+            room=test_room,
+        )
+
+        success1 = await meetings_controller.set_cloud_recording_if_missing(
+            meeting_id=meeting.id,
+            s3_key="first-s3-key",
+            duration=100,
+        )
+
+        assert success1 is True
+
+        after_first = await meetings_controller.get_by_id(meeting.id)
+        assert after_first.daily_composed_video_s3_key == "first-s3-key"
+
+        success2 = await meetings_controller.set_cloud_recording_if_missing(
+            meeting_id=meeting.id,
+            s3_key="bucket/path/should-not-overwrite",
+            duration=200,
+        )
+
+        assert success2 is False
+
+        final = await meetings_controller.get_by_id(meeting.id)
+        assert final.daily_composed_video_s3_key == "first-s3-key"
+        assert final.daily_composed_video_duration == 100
--- a/server/tests/test_transcripts_process.py
+++ b/server/tests/test_transcripts_process.py
@@ -1,6 +1,6 @@
 import asyncio
 import time
-from unittest.mock import patch
+from unittest.mock import AsyncMock, patch

 import pytest
 from httpx import ASGITransport, AsyncClient
@@ -142,17 +142,17 @@ async def test_whereby_recording_uses_file_pipeline(client):
            "reflector.services.transcript_process.task_pipeline_file_process"
        ) as mock_file_pipeline,
        patch(
-            "reflector.services.transcript_process.task_pipeline_multitrack_process"
-        ) as mock_multitrack_pipeline,
+            "reflector.services.transcript_process.HatchetClientManager"
+        ) as mock_hatchet,
    ):
        response = await client.post(f"/transcripts/{transcript.id}/process")

        assert response.status_code == 200
        assert response.json()["status"] == "ok"

-        # Whereby recordings should use file pipeline
+        # Whereby recordings should use file pipeline, not Hatchet
        mock_file_pipeline.delay.assert_called_once_with(transcript_id=transcript.id)
-        mock_multitrack_pipeline.delay.assert_not_called()
+        mock_hatchet.start_workflow.assert_not_called()


@pytest.mark.usefixtures("setup_database")
@@ -177,8 +177,6 @@ async def test_dailyco_recording_uses_multitrack_pipeline(client):
        recording_trigger="automatic-2nd-participant",
        is_shared=False,
    )
-    # Force Celery backend for test
-    await rooms_controller.update(room, {"use_celery": True})

    transcript = await transcripts_controller.add(
        "",
@@ -213,18 +211,23 @@ async def test_dailyco_recording_uses_multitrack_pipeline(client):
            "reflector.services.transcript_process.task_pipeline_file_process"
        ) as mock_file_pipeline,
        patch(
-            "reflector.services.transcript_process.task_pipeline_multitrack_process"
-        ) as mock_multitrack_pipeline,
+            "reflector.services.transcript_process.HatchetClientManager"
+        ) as mock_hatchet,
    ):
+        mock_hatchet.start_workflow = AsyncMock(return_value="test-workflow-id")
+
        response = await client.post(f"/transcripts/{transcript.id}/process")

        assert response.status_code == 200
        assert response.json()["status"] == "ok"

-        # Daily.co multitrack recordings should use multitrack pipeline
-        mock_multitrack_pipeline.delay.assert_called_once_with(
-            transcript_id=transcript.id,
-            bucket_name="daily-bucket",
-            track_keys=track_keys,
-        )
+        # Daily.co multitrack recordings should use Hatchet workflow
+        mock_hatchet.start_workflow.assert_called_once()
+        call_kwargs = mock_hatchet.start_workflow.call_args.kwargs
+        assert call_kwargs["workflow_name"] == "DiarizationPipeline"
+        assert call_kwargs["input_data"]["transcript_id"] == transcript.id
+        assert call_kwargs["input_data"]["bucket_name"] == "daily-bucket"
+        assert call_kwargs["input_data"]["tracks"] == [
+            {"s3_key": k} for k in track_keys
+        ]
        mock_file_pipeline.delay.assert_not_called()
--- a/server/uv.lock
+++ b/server/uv.lock
@@ -235,12 +235,6 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
 ]

-[[package]]
-name = "antlr4-python3-runtime"
-version = "4.9.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/3e/38/7859ff46355f76f8d19459005ca000b6e7012f2f1ca597746cbcd1fbfe5e/antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b", size = 117034 }
-
 [[package]]
 name = "anyio"
 version = "4.9.0"
@@ -267,21 +261,6 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/2f/f5/c36551e93acba41a59939ae6a0fb77ddb3f2e8e8caa716410c65f7341f72/asgi_lifespan-2.1.0-py3-none-any.whl", hash = "sha256:ed840706680e28428c01e14afb3875d7d76d3206f3d5b2f2294e059b5c23804f", size = 10895 },
 ]

-[[package]]
-name = "asteroid-filterbanks"
-version = "0.4.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "numpy" },
-    { name = "torch", version = "2.8.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform == 'darwin'" },
-    { name = "torch", version = "2.8.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "sys_platform != 'darwin'" },
-    { name = "typing-extensions" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/90/fa/5c2be1f96dc179f83cdd3bb267edbd1f47d08f756785c016d5c2163901a7/asteroid-filterbanks-0.4.0.tar.gz", hash = "sha256:415f89d1dcf2b13b35f03f7a9370968ac4e6fa6800633c522dac992b283409b9", size = 24599 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c5/7c/83ff6046176a675e6a1e8aeefed8892cd97fe7c46af93cc540d1b24b8323/asteroid_filterbanks-0.4.0-py3-none-any.whl", hash = "sha256:4932ac8b6acc6e08fb87cbe8ece84215b5a74eee284fe83acf3540a72a02eaf5", size = 29912 },
-]
-
 [[package]]
 name = "async-timeout"
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-    { url = "https://files.pythonhosted.org/packages/02/21/aa0f434434c48490f91b65962b1ce863fdcce63febc166ca9fe9d706c2b6/torchmetrics-1.8.2-py3-none-any.whl", hash = "sha256:08382fd96b923e39e904c4d570f3d49e2cc71ccabd2a94e0f895d1f0dac86242", size = 983161 },
-]
-
 [[package]]
 name = "tqdm"
 version = "4.67.1"
--- a/www/app/(app)/transcripts/[transcriptId]/processing/page.tsx
+++ b/www/app/(app)/transcripts/[transcriptId]/processing/page.tsx
@@ -11,6 +11,7 @@ import {
 import { useRouter } from "next/navigation";
 import { useTranscriptGet } from "../../../../lib/apiHooks";
 import { parseNonEmptyString } from "../../../../lib/utils";
+import { useWebSockets } from "../../useWebSockets";

 type TranscriptProcessing = {
  params: Promise<{
@@ -24,6 +25,7 @@ export default function TranscriptProcessing(details: TranscriptProcessing) {
  const router = useRouter();

  const transcript = useTranscriptGet(transcriptId);
+  useWebSockets(transcriptId);

  useEffect(() => {
    const status = transcript.data?.status;
--- a/www/app/(app)/transcripts/useWebRTC.ts
+++ b/www/app/(app)/transcripts/useWebRTC.ts
@@ -23,7 +23,16 @@ const useWebRTC = (
    let p: Peer;

    try {
-      p = new Peer({ initiator: true, stream: stream });
+      p = new Peer({
+        initiator: true,
+        stream: stream,
+        // Disable trickle ICE: single SDP exchange (offer + answer) with all candidates.
+        // Required for HTTP-based signaling; trickle needs WebSocket for candidate exchange.
+        trickle: false,
+        config: {
+          iceServers: [{ urls: "stun:stun.l.google.com:19302" }],
+        },
+      });
    } catch (error) {
      setError(error as Error, "Error creating WebRTC");
      return;
--- a/www/app/(app)/transcripts/useWebSockets.ts
+++ b/www/app/(app)/transcripts/useWebSockets.ts
@@ -1,18 +1,22 @@
 import { useEffect, useState } from "react";
 import { Topic, FinalSummary, Status } from "./webSocketTypes";
 import { useError } from "../../(errors)/errorContext";
-import type { components } from "../../reflector-api";
+import type { components, operations } from "../../reflector-api";
 type AudioWaveform = components["schemas"]["AudioWaveform"];
 type GetTranscriptSegmentTopic =
  components["schemas"]["GetTranscriptSegmentTopic"];
 import { useQueryClient } from "@tanstack/react-query";
-import { $api, WEBSOCKET_URL } from "../../lib/apiClient";
+import { WEBSOCKET_URL } from "../../lib/apiClient";
 import {
  invalidateTranscript,
  invalidateTranscriptTopics,
  invalidateTranscriptWaveform,
 } from "../../lib/apiHooks";
-import { NonEmptyString } from "../../lib/utils";
+import { useAuth } from "../../lib/AuthProvider";
+import { parseNonEmptyString } from "../../lib/utils";
+
+type TranscriptWsEvent =
+  operations["v1_transcript_get_websocket_events"]["responses"][200]["content"]["application/json"];

 export type UseWebSockets = {
  transcriptTextLive: string;
@@ -27,6 +31,7 @@ export type UseWebSockets = {
 };

 export const useWebSockets = (transcriptId: string | null): UseWebSockets => {
+  const auth = useAuth();
  const [transcriptTextLive, setTranscriptTextLive] = useState<string>("");
  const [translateText, setTranslateText] = useState<string>("");
  const [title, setTitle] = useState<string>("");
@@ -331,155 +336,168 @@ export const useWebSockets = (transcriptId: string | null): UseWebSockets => {
    };

    if (!transcriptId) return;
+    const tsId = parseNonEmptyString(transcriptId);

+    const MAX_RETRIES = 10;
    const url = `${WEBSOCKET_URL}/v1/transcripts/${transcriptId}/events`;
-    let ws = new WebSocket(url);
+    let ws: WebSocket | null = null;
+    let retryCount = 0;
+    let retryTimeout: ReturnType<typeof setTimeout> | null = null;
+    let intentionalClose = false;

-    ws.onopen = () => {
-      console.debug("WebSocket connection opened");
-    };
+    const connect = () => {
+      const subprotocols = auth.accessToken
+        ? ["bearer", auth.accessToken]
+        : undefined;
+      ws = new WebSocket(url, subprotocols);

-    ws.onmessage = (event) => {
-      const message = JSON.parse(event.data);
+      ws.onopen = () => {
+        console.debug("WebSocket connection opened");
+        retryCount = 0;
+      };

-      try {
-        switch (message.event) {
-          case "TRANSCRIPT":
-            const newText = (message.data.text ?? "").trim();
-            const newTranslation = (message.data.translation ?? "").trim();
+      ws.onmessage = (event) => {
+        const message: TranscriptWsEvent = JSON.parse(event.data);

-            if (!newText) break;
+        try {
+          switch (message.event) {
+            case "TRANSCRIPT": {
+              const newText = (message.data.text ?? "").trim();
+              const newTranslation = (message.data.translation ?? "").trim();

-            console.debug("TRANSCRIPT event:", newText);
-            setTextQueue((prevQueue) => [...prevQueue, newText]);
-            setTranslationQueue((prevQueue) => [...prevQueue, newTranslation]);
+              if (!newText) break;

-            setAccumulatedText((prevText) => prevText + " " + newText);
-            break;
+              console.debug("TRANSCRIPT event:", newText);
+              setTextQueue((prevQueue) => [...prevQueue, newText]);
+              setTranslationQueue((prevQueue) => [
+                ...prevQueue,
+                newTranslation,
+              ]);

-          case "TOPIC":
-            setTopics((prevTopics) => {
-              const topic = message.data as Topic;
-              const index = prevTopics.findIndex(
-                (prevTopic) => prevTopic.id === topic.id,
-              );
-              if (index >= 0) {
-                prevTopics[index] = topic;
-                return prevTopics;
-              }
-              setAccumulatedText((prevText) =>
-                prevText.slice(topic.transcript.length),
-              );
-
-              return [...prevTopics, topic];
-            });
-            console.debug("TOPIC event:", message.data);
-            // Invalidate topics query to sync with WebSocket data
-            invalidateTranscriptTopics(
-              queryClient,
-              transcriptId as NonEmptyString,
-            );
-            break;
-
-          case "FINAL_SHORT_SUMMARY":
-            console.debug("FINAL_SHORT_SUMMARY event:", message.data);
-            break;
-
-          case "FINAL_LONG_SUMMARY":
-            if (message.data) {
-              setFinalSummary(message.data);
-              // Invalidate transcript query to sync summary
-              invalidateTranscript(queryClient, transcriptId as NonEmptyString);
+              setAccumulatedText((prevText) => prevText + " " + newText);
+              break;
            }
-            break;

-          case "FINAL_TITLE":
-            console.debug("FINAL_TITLE event:", message.data);
-            if (message.data) {
+            case "TOPIC":
+              setTopics((prevTopics) => {
+                const topic = message.data;
+                const index = prevTopics.findIndex(
+                  (prevTopic) => prevTopic.id === topic.id,
+                );
+                if (index >= 0) {
+                  prevTopics[index] = topic;
+                  return prevTopics;
+                }
+                setAccumulatedText((prevText) =>
+                  prevText.slice(topic.transcript?.length ?? 0),
+                );
+                return [...prevTopics, topic];
+              });
+              console.debug("TOPIC event:", message.data);
+              invalidateTranscriptTopics(queryClient, tsId);
+              break;
+
+            case "FINAL_SHORT_SUMMARY":
+              console.debug("FINAL_SHORT_SUMMARY event:", message.data);
+              break;
+
+            case "FINAL_LONG_SUMMARY":
+              setFinalSummary({ summary: message.data.long_summary });
+              invalidateTranscript(queryClient, tsId);
+              break;
+
+            case "FINAL_TITLE":
+              console.debug("FINAL_TITLE event:", message.data);
              setTitle(message.data.title);
-              // Invalidate transcript query to sync title
-              invalidateTranscript(queryClient, transcriptId as NonEmptyString);
-            }
-            break;
+              invalidateTranscript(queryClient, tsId);
+              break;

-          case "WAVEFORM":
-            console.debug(
-              "WAVEFORM event length:",
-              message.data.waveform.length,
-            );
-            if (message.data) {
-              setWaveForm(message.data.waveform);
-              invalidateTranscriptWaveform(
-                queryClient,
-                transcriptId as NonEmptyString,
+            case "WAVEFORM":
+              console.debug(
+                "WAVEFORM event length:",
+                message.data.waveform.length,
              );
-            }
-            break;
-          case "DURATION":
-            console.debug("DURATION event:", message.data);
-            if (message.data) {
+              setWaveForm({ data: message.data.waveform });
+              invalidateTranscriptWaveform(queryClient, tsId);
+              break;
+
+            case "DURATION":
+              console.debug("DURATION event:", message.data);
              setDuration(message.data.duration);
-            }
-            break;
+              break;

-          case "STATUS":
-            console.log("STATUS event:", message.data);
-            if (message.data.value === "error") {
-              setError(
-                Error("Websocket error status"),
-                "There was an error processing this meeting.",
+            case "STATUS":
+              console.log("STATUS event:", message.data);
+              if (message.data.value === "error") {
+                setError(
+                  Error("Websocket error status"),
+                  "There was an error processing this meeting.",
+                );
+              }
+              setStatus(message.data);
+              invalidateTranscript(queryClient, tsId);
+              if (message.data.value === "ended") {
+                intentionalClose = true;
+                ws?.close();
+              }
+              break;
+
+            case "ACTION_ITEMS":
+              console.debug("ACTION_ITEMS event:", message.data);
+              invalidateTranscript(queryClient, tsId);
+              break;
+
+            default: {
+              const _exhaustive: never = message;
+              console.warn(
+                `Received unknown WebSocket event: ${(_exhaustive as TranscriptWsEvent).event}`,
              );
            }
-            setStatus(message.data);
-            if (message.data.value === "ended") {
-              ws.close();
-            }
-            break;
-
-          default:
-            setError(
-              new Error(`Received unknown WebSocket event: ${message.event}`),
-            );
+          }
+        } catch (error) {
+          setError(error);
        }
-      } catch (error) {
-        setError(error);
-      }
-    };
+      };

-    ws.onerror = (error) => {
-      console.error("WebSocket error:", error);
-      setError(new Error("A WebSocket error occurred."));
-    };
+      ws.onerror = (error) => {
+        console.error("WebSocket error:", error);
+      };

-    ws.onclose = (event) => {
-      console.debug("WebSocket connection closed");
-      switch (event.code) {
-        case 1000: // Normal Closure:
-          break;
-        case 1005: // Closure by client FF
-          break;
-        case 1001: // Navigate away
-          break;
-        case 1006: // Closed by client Chrome
-          console.warn(
-            "WebSocket closed by client, likely duplicated connection in react dev mode",
+      ws.onclose = (event) => {
+        console.debug("WebSocket connection closed, code:", event.code);
+        if (intentionalClose) return;
+
+        const normalCodes = [1000, 1001, 1005];
+        if (normalCodes.includes(event.code)) return;
+
+        if (retryCount < MAX_RETRIES) {
+          const delay = Math.min(1000 * Math.pow(2, retryCount), 30000);
+          console.log(
+            `WebSocket reconnecting in ${delay}ms (attempt ${retryCount + 1}/${MAX_RETRIES})`,
          );
-          break;
-        default:
+          if (retryCount === 0) {
+            setError(
+              new Error("WebSocket connection lost"),
+              "Connection lost. Reconnecting...",
+            );
+          }
+          retryCount++;
+          retryTimeout = setTimeout(connect, delay);
+        } else {
          setError(
            new Error(`WebSocket closed unexpectedly with code: ${event.code}`),
            "Disconnected from the server. Please refresh the page.",
          );
-          console.log(
-            "Socket is closed. Reconnect will be attempted in 1 second.",
-            event.reason,
-          );
-        // todo handle reconnect with socket.io
-      }
+        }
+      };
    };

+    connect();
+
    return () => {
-      ws.close();
+      intentionalClose = true;
+      if (retryTimeout) clearTimeout(retryTimeout);
+      ws?.close();
    };
  }, [transcriptId]);

--- a/www/app/[roomName]/components/DailyRoom.tsx
+++ b/www/app/[roomName]/components/DailyRoom.tsx
@@ -24,24 +24,15 @@ import { useAuth } from "../../lib/AuthProvider";
 import { useConsentDialog } from "../../lib/consent";
 import {
  useRoomJoinMeeting,
-  useRoomJoinedMeeting,
-  useRoomLeaveMeeting,
  useMeetingStartRecording,
-  leaveRoomPostUrl,
-  LeaveRoomBody,
 } from "../../lib/apiHooks";
 import { omit } from "remeda";
 import {
  assertExists,
-  assertExistsAndNonEmptyString,
  NonEmptyString,
  parseNonEmptyString,
 } from "../../lib/utils";
-import {
-  assertMeetingId,
-  DailyRecordingType,
-  MeetingId,
-} from "../../lib/types";
+import { assertMeetingId, DailyRecordingType } from "../../lib/types";
 import { useUuidV5 } from "react-uuid-hook";

 const CONSENT_BUTTON_ID = "recording-consent";
@@ -188,58 +179,6 @@ const useFrame = (
  ] as const;
 };

-const leaveDaily = () => {
-  const frame = DailyIframe.getCallInstance();
-  frame?.leave();
-};
-
-const useDirtyDisconnects = (
-  meetingId: NonEmptyString,
-  roomName: NonEmptyString,
-) => {
-  useEffect(() => {
-    if (!meetingId || !roomName) return;
-
-    const handleBeforeUnload = () => {
-      leaveDaily();
-      navigator.sendBeacon(
-        leaveRoomPostUrl(
-          {
-            room_name: roomName,
-            meeting_id: meetingId,
-          },
-          {
-            delay_seconds: 5,
-          },
-        ),
-        undefined satisfies LeaveRoomBody,
-      );
-    };
-    window.addEventListener("beforeunload", handleBeforeUnload);
-    return () => window.removeEventListener("beforeunload", handleBeforeUnload);
-  }, [meetingId, roomName]);
-};
-
-const useDisconnects = (
-  meetingId: NonEmptyString,
-  roomName: NonEmptyString,
-  leaveMutation: ReturnType<typeof useRoomLeaveMeeting>,
-) => {
-  useDirtyDisconnects(meetingId, roomName);
-
-  useEffect(() => {
-    return () => {
-      leaveDaily();
-      leaveMutation.mutate({
-        params: {
-          path: { meeting_id: meetingId, room_name: roomName },
-          query: { delay_seconds: 5 },
-        },
-      });
-    };
-  }, [meetingId, roomName]);
-};
-
 export default function DailyRoom({ meeting, room }: DailyRoomProps) {
  const router = useRouter();
  const params = useParams();
@@ -247,8 +186,6 @@ export default function DailyRoom({ meeting, room }: DailyRoomProps) {
  const authLastUserId = auth.lastUserId;
  const [container, setContainer] = useState<HTMLDivElement | null>(null);
  const joinMutation = useRoomJoinMeeting();
-  const joinedMutation = useRoomJoinedMeeting();
-  const leaveMutation = useRoomLeaveMeeting();
  const startRecordingMutation = useMeetingStartRecording();
  const [joinedMeeting, setJoinedMeeting] = useState<Meeting | null>(null);

@@ -258,9 +195,7 @@ export default function DailyRoom({ meeting, room }: DailyRoomProps) {
    useUuidV5(meeting.id, RAW_TRACKS_NAMESPACE)[0],
  );

-  if (typeof params.roomName === "object")
-    throw new Error(`Invalid room name in params. array? ${params.roomName}`);
-  const roomName = assertExistsAndNonEmptyString(params.roomName);
+  const roomName = params?.roomName as string;

  const {
    showConsentModal,
@@ -302,8 +237,6 @@ export default function DailyRoom({ meeting, room }: DailyRoomProps) {
    router.push("/browse");
  }, [router]);

-  useDisconnects(meeting.id as MeetingId, roomName, leaveMutation);
-
  const handleCustomButtonClick = useCallback(
    (ev: DailyEventObjectCustomButtonClick) => {
      if (ev.button_id === CONSENT_BUTTON_ID) {
@@ -316,15 +249,6 @@ export default function DailyRoom({ meeting, room }: DailyRoomProps) {
  );

  const handleFrameJoinMeeting = useCallback(() => {
-    joinedMutation.mutate({
-      params: {
-        path: {
-          room_name: roomName,
-          meeting_id: meeting.id,
-        },
-      },
-    });
-
    if (meeting.recording_type === "cloud") {
      console.log("Starting dual recording via REST API", {
        cloudInstanceId,
@@ -384,10 +308,8 @@ export default function DailyRoom({ meeting, room }: DailyRoomProps) {
      startRecordingWithRetry("raw-tracks", rawTracksInstanceId);
    }
  }, [
-    joinedMutation,
-    roomName,
-    meeting.id,
    meeting.recording_type,
+    meeting.id,
    startRecordingMutation,
    cloudInstanceId,
    rawTracksInstanceId,
--- a/www/app/lib/UserEventsProvider.tsx
+++ b/www/app/lib/UserEventsProvider.tsx
@@ -4,14 +4,12 @@ import React, { useEffect, useRef } from "react";
 import { useQueryClient } from "@tanstack/react-query";
 import { WEBSOCKET_URL } from "./apiClient";
 import { useAuth } from "./AuthProvider";
-import { z } from "zod";
-import { invalidateTranscriptLists, TRANSCRIPT_SEARCH_URL } from "./apiHooks";
+import { invalidateTranscript, invalidateTranscriptLists } from "./apiHooks";
+import { parseNonEmptyString } from "./utils";
+import type { operations } from "../reflector-api";

-const UserEvent = z.object({
-  event: z.string(),
-});
-
-type UserEvent = z.TypeOf<typeof UserEvent>;
+type UserWsEvent =
+  operations["v1_user_get_websocket_events"]["responses"][200]["content"]["application/json"];

 class UserEventsStore {
  private socket: WebSocket | null = null;
@@ -133,23 +131,26 @@ export function UserEventsProvider({
    if (!detachRef.current) {
      const onMessage = (event: MessageEvent) => {
        try {
-          const msg = UserEvent.parse(JSON.parse(event.data));
-          const eventName = msg.event;
+          const msg: UserWsEvent = JSON.parse(event.data);

-          const invalidateList = () => invalidateTranscriptLists(queryClient);
-
-          switch (eventName) {
+          switch (msg.event) {
            case "TRANSCRIPT_CREATED":
            case "TRANSCRIPT_DELETED":
            case "TRANSCRIPT_STATUS":
            case "TRANSCRIPT_FINAL_TITLE":
            case "TRANSCRIPT_DURATION":
-              invalidateList().then(() => {});
-              break;
-
-            default:
-              // Ignore other content events for list updates
+              invalidateTranscriptLists(queryClient).then(() => {});
+              invalidateTranscript(
+                queryClient,
+                parseNonEmptyString(msg.data.id),
+              ).then(() => {});
              break;
+            default: {
+              const _exhaustive: never = msg;
+              console.warn(
+                `Unknown user event: ${(_exhaustive as UserWsEvent).event}`,
+              );
+            }
          }
        } catch (err) {
          console.warn("Invalid user event message", event.data);
--- a/www/app/lib/apiHooks.ts
+++ b/www/app/lib/apiHooks.ts
@@ -1,13 +1,13 @@
 "use client";

-import { $api, API_URL } from "./apiClient";
+import { $api } from "./apiClient";
 import { useError } from "../(errors)/errorContext";
 import { QueryClient, useQueryClient } from "@tanstack/react-query";
-import type { components, operations } from "../reflector-api";
+import type { components } from "../reflector-api";
 import { useAuth } from "./AuthProvider";
 import { MeetingId } from "./types";
 import { NonEmptyString } from "./utils";
-import { createFinalURL, createQuerySerializer } from "openapi-fetch";
+import type { TranscriptStatus } from "./transcript";

 /*
 * XXX error types returned from the hooks are not always correct; declared types are ValidationError but real type could be string or any other
@@ -105,6 +105,12 @@ export function useTranscriptProcess() {
  });
 }

+const ACTIVE_TRANSCRIPT_STATUSES = new Set<TranscriptStatus>([
+  "processing",
+  "uploaded",
+  "recording",
+]);
+
 export function useTranscriptGet(transcriptId: NonEmptyString | null) {
  return $api.useQuery(
    "get",
@@ -118,6 +124,10 @@ export function useTranscriptGet(transcriptId: NonEmptyString | null) {
    },
    {
      enabled: !!transcriptId,
+      refetchInterval: (query) => {
+        const status = query.state.data?.status;
+        return status && ACTIVE_TRANSCRIPT_STATUSES.has(status) ? 5000 : false;
+      },
    },
  );
 }
@@ -808,44 +818,6 @@ export function useRoomJoinMeeting() {
  );
 }

-export const LEAVE_ROOM_POST_URL_TEMPLATE =
-  "/v1/rooms/{room_name}/meetings/{meeting_id}/leave" as const;
-
-export const leaveRoomPostUrl = (
-  path: operations["v1_rooms_leave_meeting"]["parameters"]["path"],
-  query?: operations["v1_rooms_leave_meeting"]["parameters"]["query"],
-): string =>
-  createFinalURL(LEAVE_ROOM_POST_URL_TEMPLATE, {
-    baseUrl: API_URL,
-    params: { path, query },
-    querySerializer: createQuerySerializer(),
-  });
-
-export type LeaveRoomBody = operations["v1_rooms_leave_meeting"]["requestBody"];
-
-export function useRoomLeaveMeeting() {
-  return $api.useMutation("post", LEAVE_ROOM_POST_URL_TEMPLATE);
-}
-
-export const JOINED_ROOM_POST_URL_TEMPLATE =
-  "/v1/rooms/{room_name}/meetings/{meeting_id}/joined" as const;
-
-export const joinedRoomPostUrl = (
-  params: operations["v1_rooms_joined_meeting"]["parameters"]["path"],
-): string =>
-  createFinalURL(JOINED_ROOM_POST_URL_TEMPLATE, {
-    baseUrl: API_URL,
-    params: { path: params },
-    querySerializer: () => "",
-  });
-
-export type JoinedRoomBody =
-  operations["v1_rooms_joined_meeting"]["requestBody"];
-
-export function useRoomJoinedMeeting() {
-  return $api.useMutation("post", JOINED_ROOM_POST_URL_TEMPLATE);
-}
-
 export function useRoomIcsSync() {
  const { setError } = useError();

--- a/www/app/reflector-api.d.ts
+++ b/www/app/reflector-api.d.ts
@@ -171,48 +171,6 @@ export interface paths {
    patch?: never;
    trace?: never;
  };
-  "/v1/rooms/{room_name}/meetings/{meeting_id}/joined": {
-    parameters: {
-      query?: never;
-      header?: never;
-      path?: never;
-      cookie?: never;
-    };
-    get?: never;
-    put?: never;
-    /**
-     * Rooms Joined Meeting
-     * @description Trigger presence poll (ideally when user actually joins meeting in Daily iframe)
-     */
-    post: operations["v1_rooms_joined_meeting"];
-    delete?: never;
-    options?: never;
-    head?: never;
-    patch?: never;
-    trace?: never;
-  };
-  "/v1/rooms/{room_name}/meetings/{meeting_id}/leave": {
-    parameters: {
-      query?: never;
-      header?: never;
-      path?: never;
-      cookie?: never;
-    };
-    get?: never;
-    put?: never;
-    /**
-     * Rooms Leave Meeting
-     * @description Trigger presence recheck when user leaves meeting (e.g., tab close/navigation).
-     *
-     *     Queues presence poll with optional delay to allow Daily.co to detect disconnect.
-     */
-    post: operations["v1_rooms_leave_meeting"];
-    delete?: never;
-    options?: never;
-    head?: never;
-    patch?: never;
-    trace?: never;
-  };
  "/v1/rooms/{room_id}/webhook/test": {
    parameters: {
      query?: never;
@@ -610,7 +568,10 @@ export interface paths {
      path?: never;
      cookie?: never;
    };
-    /** Transcript Get Websocket Events */
+    /**
+     * Transcript WebSocket event schema
+     * @description Stub exposing the discriminated union of all transcript-level WS events for OpenAPI type generation. Real events are delivered over the WebSocket at the same path.
+     */
    get: operations["v1_transcript_get_websocket_events"];
    put?: never;
    post?: never;
@@ -706,6 +667,26 @@ export interface paths {
    patch?: never;
    trace?: never;
  };
+  "/v1/events": {
+    parameters: {
+      query?: never;
+      header?: never;
+      path?: never;
+      cookie?: never;
+    };
+    /**
+     * User WebSocket event schema
+     * @description Stub exposing the discriminated union of all user-level WS events for OpenAPI type generation. Real events are delivered over the WebSocket at the same path.
+     */
+    get: operations["v1_user_get_websocket_events"];
+    put?: never;
+    post?: never;
+    delete?: never;
+    options?: never;
+    head?: never;
+    patch?: never;
+    trace?: never;
+  };
  "/v1/zulip/streams": {
    parameters: {
      query?: never;
@@ -1919,6 +1900,33 @@ export interface components {
      /** Name */
      name: string;
    };
+    /** TranscriptActionItems */
+    TranscriptActionItems: {
+      /** Action Items */
+      action_items: {
+        [key: string]: unknown;
+      };
+    };
+    /** TranscriptDuration */
+    TranscriptDuration: {
+      /** Duration */
+      duration: number;
+    };
+    /** TranscriptFinalLongSummary */
+    TranscriptFinalLongSummary: {
+      /** Long Summary */
+      long_summary: string;
+    };
+    /** TranscriptFinalShortSummary */
+    TranscriptFinalShortSummary: {
+      /** Short Summary */
+      short_summary: string;
+    };
+    /** TranscriptFinalTitle */
+    TranscriptFinalTitle: {
+      /** Title */
+      title: string;
+    };
    /** TranscriptParticipant */
    TranscriptParticipant: {
      /** Id */
@@ -1959,6 +1967,113 @@ export interface components {
      /** End */
      end: number;
    };
+    /** TranscriptText */
+    TranscriptText: {
+      /** Text */
+      text: string;
+      /** Translation */
+      translation: string | null;
+    };
+    /** TranscriptWaveform */
+    TranscriptWaveform: {
+      /** Waveform */
+      waveform: number[];
+    };
+    /** TranscriptWsActionItems */
+    TranscriptWsActionItems: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "ACTION_ITEMS";
+      data: components["schemas"]["TranscriptActionItems"];
+    };
+    /** TranscriptWsDuration */
+    TranscriptWsDuration: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "DURATION";
+      data: components["schemas"]["TranscriptDuration"];
+    };
+    /** TranscriptWsFinalLongSummary */
+    TranscriptWsFinalLongSummary: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "FINAL_LONG_SUMMARY";
+      data: components["schemas"]["TranscriptFinalLongSummary"];
+    };
+    /** TranscriptWsFinalShortSummary */
+    TranscriptWsFinalShortSummary: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "FINAL_SHORT_SUMMARY";
+      data: components["schemas"]["TranscriptFinalShortSummary"];
+    };
+    /** TranscriptWsFinalTitle */
+    TranscriptWsFinalTitle: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "FINAL_TITLE";
+      data: components["schemas"]["TranscriptFinalTitle"];
+    };
+    /** TranscriptWsStatus */
+    TranscriptWsStatus: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "STATUS";
+      data: components["schemas"]["TranscriptWsStatusData"];
+    };
+    /** TranscriptWsStatusData */
+    TranscriptWsStatusData: {
+      /**
+       * Value
+       * @enum {string}
+       */
+      value:
+        | "idle"
+        | "uploaded"
+        | "recording"
+        | "processing"
+        | "error"
+        | "ended";
+    };
+    /** TranscriptWsTopic */
+    TranscriptWsTopic: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TOPIC";
+      data: components["schemas"]["GetTranscriptTopic"];
+    };
+    /** TranscriptWsTranscript */
+    TranscriptWsTranscript: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TRANSCRIPT";
+      data: components["schemas"]["TranscriptText"];
+    };
+    /** TranscriptWsWaveform */
+    TranscriptWsWaveform: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "WAVEFORM";
+      data: components["schemas"]["TranscriptWaveform"];
+    };
    /** UpdateParticipant */
    UpdateParticipant: {
      /** Speaker */
@@ -2029,6 +2144,82 @@ export interface components {
      /** Email */
      email: string | null;
    };
+    /** UserTranscriptCreatedData */
+    UserTranscriptCreatedData: {
+      /** Id */
+      id: string;
+    };
+    /** UserTranscriptDeletedData */
+    UserTranscriptDeletedData: {
+      /** Id */
+      id: string;
+    };
+    /** UserTranscriptDurationData */
+    UserTranscriptDurationData: {
+      /** Id */
+      id: string;
+      /** Duration */
+      duration: number;
+    };
+    /** UserTranscriptFinalTitleData */
+    UserTranscriptFinalTitleData: {
+      /** Id */
+      id: string;
+      /** Title */
+      title: string;
+    };
+    /** UserTranscriptStatusData */
+    UserTranscriptStatusData: {
+      /** Id */
+      id: string;
+      /** Value */
+      value: string;
+    };
+    /** UserWsTranscriptCreated */
+    UserWsTranscriptCreated: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TRANSCRIPT_CREATED";
+      data: components["schemas"]["UserTranscriptCreatedData"];
+    };
+    /** UserWsTranscriptDeleted */
+    UserWsTranscriptDeleted: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TRANSCRIPT_DELETED";
+      data: components["schemas"]["UserTranscriptDeletedData"];
+    };
+    /** UserWsTranscriptDuration */
+    UserWsTranscriptDuration: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TRANSCRIPT_DURATION";
+      data: components["schemas"]["UserTranscriptDurationData"];
+    };
+    /** UserWsTranscriptFinalTitle */
+    UserWsTranscriptFinalTitle: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TRANSCRIPT_FINAL_TITLE";
+      data: components["schemas"]["UserTranscriptFinalTitleData"];
+    };
+    /** UserWsTranscriptStatus */
+    UserWsTranscriptStatus: {
+      /**
+       * @description discriminator enum property added by openapi-typescript
+       * @enum {string}
+       */
+      event: "TRANSCRIPT_STATUS";
+      data: components["schemas"]["UserTranscriptStatusData"];
+    };
    /** ValidationError */
    ValidationError: {
      /** Location */
@@ -2477,72 +2668,6 @@ export interface operations {
      };
    };
  };
-  v1_rooms_joined_meeting: {
-    parameters: {
-      query?: never;
-      header?: never;
-      path: {
-        room_name: string;
-        meeting_id: string;
-      };
-      cookie?: never;
-    };
-    requestBody?: never;
-    responses: {
-      /** @description Successful Response */
-      200: {
-        headers: {
-          [name: string]: unknown;
-        };
-        content: {
-          "application/json": unknown;
-        };
-      };
-      /** @description Validation Error */
-      422: {
-        headers: {
-          [name: string]: unknown;
-        };
-        content: {
-          "application/json": components["schemas"]["HTTPValidationError"];
-        };
-      };
-    };
-  };
-  v1_rooms_leave_meeting: {
-    parameters: {
-      query?: {
-        delay_seconds?: number;
-      };
-      header?: never;
-      path: {
-        room_name: string;
-        meeting_id: string;
-      };
-      cookie?: never;
-    };
-    requestBody?: never;
-    responses: {
-      /** @description Successful Response */
-      200: {
-        headers: {
-          [name: string]: unknown;
-        };
-        content: {
-          "application/json": unknown;
-        };
-      };
-      /** @description Validation Error */
-      422: {
-        headers: {
-          [name: string]: unknown;
-        };
-        content: {
-          "application/json": components["schemas"]["HTTPValidationError"];
-        };
-      };
-    };
-  };
  v1_rooms_test_webhook: {
    parameters: {
      query?: never;
@@ -3531,7 +3656,16 @@ export interface operations {
          [name: string]: unknown;
        };
        content: {
-          "application/json": unknown;
+          "application/json":
+            | components["schemas"]["TranscriptWsTranscript"]
+            | components["schemas"]["TranscriptWsTopic"]
+            | components["schemas"]["TranscriptWsStatus"]
+            | components["schemas"]["TranscriptWsFinalTitle"]
+            | components["schemas"]["TranscriptWsFinalLongSummary"]
+            | components["schemas"]["TranscriptWsFinalShortSummary"]
+            | components["schemas"]["TranscriptWsActionItems"]
+            | components["schemas"]["TranscriptWsDuration"]
+            | components["schemas"]["TranscriptWsWaveform"];
        };
      };
      /** @description Validation Error */
@@ -3715,6 +3849,31 @@ export interface operations {
      };
    };
  };
+  v1_user_get_websocket_events: {
+    parameters: {
+      query?: never;
+      header?: never;
+      path?: never;
+      cookie?: never;
+    };
+    requestBody?: never;
+    responses: {
+      /** @description Successful Response */
+      200: {
+        headers: {
+          [name: string]: unknown;
+        };
+        content: {
+          "application/json":
+            | components["schemas"]["UserWsTranscriptCreated"]
+            | components["schemas"]["UserWsTranscriptDeleted"]
+            | components["schemas"]["UserWsTranscriptStatus"]
+            | components["schemas"]["UserWsTranscriptFinalTitle"]
+            | components["schemas"]["UserWsTranscriptDuration"];
+        };
+      };
+    };
+  };
  v1_zulip_get_streams: {
    parameters: {
      query?: never;
Author	SHA1	Message	Date
Igor Loskutov	528154ae96	fix: update standalone docs to match self-contained compose usage	2026-02-13 09:56:09 -05:00
Igor Loskutov	c42b8439dd	fix: make standalone compose self-contained (drop !reset dependency) docker-compose.standalone.yml used !reset YAML tags to clear network_mode and volumes from the base compose. !reset requires Compose v2.24+ and breaks on Colima + brew-installed compose. Rewrite as a fully self-contained file with all services defined directly (server, worker, beat, redis, postgres, web, garage, cpu, gpu-nvidia, ollama, ollama-cpu). No longer overlays docker-compose.yml. Update setup-standalone.sh compose_cmd() to use only the standalone file instead of both files.	2026-02-13 09:52:07 -05:00
Igor Loskutov	14a8b5808e	fix: check for Docker BuildKit (buildx) before building images Dockerfiles use RUN --mount for caching which requires BuildKit. Colima and bare Docker Engine installs don't bundle docker-buildx.	2026-02-12 18:57:32 -05:00
Igor Loskutov	e57c6186f9	fix: check compose version output, not just exit code Without the plugin, `docker compose version` can still exit 0 by falling through to `docker version`. Grep for "Compose" in the output to reliably detect the plugin.	2026-02-12 18:32:16 -05:00
Igor Loskutov	36a8daee61	fix: check for Docker Compose plugin before running standalone setup Without the compose plugin, `docker compose -f ...` produces a misleading "unknown shorthand flag: 'f'" error instead of telling the user compose is missing.	2026-02-12 18:24:24 -05:00
Igor Loskutov	3d13e5d42f	fix: auto-rebuild standalone images and blank Hatchet vars - Add rebuild_images() to setup-standalone.sh that runs `compose build` before `up -d`, with image hash comparison to log whether each service was rebuilt or unchanged - Blank HATCHET_CLIENT_SERVER_URL/HOST_PORT in standalone compose since Hatchet is not started (localhost URLs break after network_mode:host removal) - Fix grep -qx -> -qxF for ollama model matching (dots in model names)	2026-02-12 18:21:09 -05:00
Igor Loskutov	695f3c4928	fix: standalone server networking and setup diagnostics Replace network_mode:host with standard compose networking for macOS Docker Desktop compatibility. Add dump_diagnostics() for automatic failure debugging and docker-exec-based server health checks.	2026-02-12 17:46:00 -05:00
Igor Monadical	5bca92510a	feat: standalone frontend uses production build instead of dev server (#862 ) * feat: standalone frontend uses production build instead of dev server Override web service in docker-compose.standalone.yml to build from www/Dockerfile (multi-stage: deps → build → standalone runner) instead of running pnpm dev with bind-mounted source. * chore: move standalone compose TODO to Huly issue RFFR-46 * fix: add required env vars for standalone production frontend The standalone web service (node server.js) has no bind-mounted .env files and the base env_file (.env.local) has API_URL commented out. Next.js standalone server can't auto-load .env files without them on disk, so all required vars must be explicit in the compose override. --------- Co-authored-by: Igor Loskutov <igor.loskutoff@gmail.com>	2026-02-12 15:36:52 -05:00
Igor Monadical	972a52d22f	fix: live flow real-time updates during processing (#861 ) * fix: live flow real-time updates during processing Three gaps caused transcript pages to require manual refresh after live recording/processing: 1. UserEventsProvider only invalidated list queries on TRANSCRIPT_STATUS, not individual transcript queries. Now parses data.id from the event and calls invalidateTranscript for the specific transcript. 2. useWebSockets had no reconnection logic — a dropped WS silently killed all real-time updates. Added exponential backoff reconnection (1s-30s, max 10 retries) with intentional close detection. 3. No polling fallback — WS was single point of failure. Added conditional refetchInterval to useTranscriptGet that polls every 5s when transcript status is processing/uploaded/recording. * feat: type-safe WebSocket events via OpenAPI stub Define Pydantic models with Literal discriminators for all WS events (9 transcript-level, 5 user-level). Expose via stub GET endpoints so pnpm openapi generates TS discriminated unions with exhaustive switch narrowing on the frontend. - New server/reflector/ws_events.py with TranscriptWsEvent and UserWsEvent - Tighten backend emit signatures with TranscriptEventName literal - Frontend uses generated types, removes Zod schema and manual casts - Fix pre-existing bugs: waveform mapping, FINAL_LONG_SUMMARY field name - STATUS value now typed as TranscriptStatus literal end-to-end - TOPIC handler simplified to query invalidation only (avoids shape mismatch) * fix: restore TOPIC WS handler with immediate state update The setTopics call provides instant topic rendering during live transcription. Query invalidation still follows for full data sync. * fix: align TOPIC WS event data with GetTranscriptTopic shape Convert TranscriptTopic → GetTranscriptTopic in pipeline before emitting, so WS sends segments instead of words. Removes the `as unknown as Topic` cast on the frontend. * fix: use NonEmptyString and TranscriptStatus in user WS event models --------- Co-authored-by: Igor Loskutov <igor.loskutoff@gmail.com>	2026-02-12 14:49:57 -05:00
Igor Monadical	b468427f1b	feat: local llm support + standalone-script doc/draft (#856 ) * feat: local LLM via Ollama + structured output response_format - Add setup script (scripts/setup-local-llm.sh) for one-command Ollama setup Mac: native Metal GPU, Linux: containerized via docker-compose profiles - Add ollama-gpu and ollama-cpu docker-compose profiles for Linux - Add extra_hosts to server/hatchet-worker-llm for host.docker.internal - Pass response_format JSON schema in StructuredOutputWorkflow.extract() enabling grammar-based constrained decoding on Ollama/llama.cpp/vLLM/OpenAI - Update .env.example with Ollama as default LLM option - Add Ollama PRD and local dev setup docs * refactor: move Ollama services to docker-compose.standalone.yml Ollama profiles (ollama-gpu, ollama-cpu) are only for Linux standalone deployment. Mac devs never use them. Separate file keeps the main compose clean and provides a natural home for future standalone services (MinIO, etc.). Linux: docker compose -f docker-compose.yml -f docker-compose.standalone.yml --profile ollama-gpu up -d Mac: docker compose up -d (native Ollama, no standalone file needed) * fix: correct PRD goal (demo/eval, not dev replacement) and processor naming * chore: remove completed PRD, rename setup doc, drop response_format tests - Remove docs/01_ollama.prd.md (implementation complete) - Rename local-dev-setup.md -> standalone-local-setup.md - Remove TestResponseFormat class from test_llm_retry.py * docs: resolve standalone storage step — skip S3 for live-only mode * docs: add TASKS.md for standalone env defaults + setup script work * feat: add unified setup-local-dev.sh for standalone deployment Single script takes fresh clone to working Reflector: Ollama/LLM setup, env file generation (server/.env + www/.env.local), docker compose up, health checks. No Hatchet in standalone — live pipeline is pure Celery. * chore: rename to setup-standalone, remove redundant setup-local-llm.sh * feat: add custom S3 endpoint support + Garage standalone storage Add TRANSCRIPT_STORAGE_AWS_ENDPOINT_URL setting to enable S3-compatible backends (Garage, MinIO). When set, uses path-style addressing and routes all requests to the custom endpoint. When unset, AWS behavior is unchanged. - AwsStorage: accept aws_endpoint_url, pass to all 6 session.client() calls, configure path-style addressing and base_url - Fix 4 direct AwsStorage constructions in Hatchet workflows to pass endpoint_url (would have silently targeted wrong endpoint) - Standalone: add Garage service to docker-compose.standalone.yml, setup script initializes layout/bucket/key and writes credentials - Fix compose_cmd() bug: Mac path was missing standalone yml - garage.toml template with runtime secret generation via openssl * fix: standalone setup — garage config, symlink handling, healthcheck - garage.toml: fix rpc_secret field name (was secret_transmitter), move to top-level per Garage v1.1.0 spec, remove unused [s3_web] - setup-standalone.sh: resolve symlinked .env files before writing, always ensure all standalone-critical vars via env_set, fix garage key create/info syntax (positional arg, not --name), avoid overwriting key secret with "(redacted)" on re-run, use compose_cmd in health check - docker-compose.standalone.yml: fix garage healthcheck (no curl in image, use /garage stats instead) * docs: update standalone md — symlink handling, garage config template * docs: add troubleshooting section + port conflict check in setup script Port conflicts from stale next dev / other worktree processes silently shadow Docker container port mappings, causing env vars to appear ignored. * fix: invalidate transcript query on STATUS websocket event Without this, the processing page never redirects after completion because the redirect logic watches the REST query data, not the WebSocket status state. Cherry-picked from feat-dag-progress (`faec509a`). * fix: local env setup (#855) * Ensure rate limit * Increase nextjs compilation speed * Fix daily no content handling * Simplify daily webhook creation * Fix webhook request validation * feat: add local pyannote file diarization processor (#858) * feat: add local pyannote file diarization processor Enables file diarization without Modal by using pyannote.audio locally. Downloads model bundle from S3 on first use, caches locally, patches config to use local paths. Set DIARIZATION_BACKEND=pyannote to enable. * fix: standalone setup enables pyannote diarization and public mode Replace DIARIZATION_ENABLED=false with DIARIZATION_BACKEND=pyannote so file uploads get speaker diarization out of the box. Add PUBLIC_MODE=true so unauthenticated users can list/browse transcripts. * fix: touch env files before first compose_cmd in standalone setup docker-compose.yml references www/.env.local as env_file, but the setup script only creates it in step 4. compose_cmd calls in step 3 (Garage) fail on a fresh clone when the file doesn't exist yet. * feat: standalone uses self-hosted GPU service for transcription+diarization Replace in-process pyannote approach with self-hosted gpu/self_hosted/ service. Same HTTP API as Modal — just TRANSCRIPT_URL/DIARIZATION_URL point to local container. - Add gpu/self_hosted/Dockerfile.cpu (GPU Dockerfile minus NVIDIA CUDA) - Add S3 model bundle fallback in diarizer.py when HF_TOKEN not set - Add gpu service to docker-compose.standalone.yml with compose env overrides - Fix /browse empty in PUBLIC_MODE (search+list queries filtered out roomless transcripts) - Remove audio_diarization_pyannote.py, file_diarization_pyannote.py and tests - Remove pyannote-audio from server local deps * fix: allow unauthenticated GPU requests when no API key configured OAuth2PasswordBearer with auto_error=True rejects requests without Authorization header before apikey_auth can check if auth is needed. * fix: rename standalone gpu service to cpu to match Dockerfile.cpu usage * docs: add programmatic testing section and fix gpu->cpu naming in setup script/docs - Add "Testing programmatically" section to standalone docs with curl commands for creating transcript, uploading audio, polling status, checking result - Fix setup-standalone.sh to reference `cpu` service (was still `gpu` after rename) - Update all docs references from gpu to cpu service naming --------- Co-authored-by: Igor Loskutov <igor.loskutoff@gmail.com> * Fix websocket disconnect errors * Fix event loop is closed in Celery workers * Allow reprocessing idle multitrack transcripts * feat: add local pyannote file diarization processor Enables file diarization without Modal by using pyannote.audio locally. Downloads model bundle from S3 on first use, caches locally, patches config to use local paths. Set DIARIZATION_BACKEND=pyannote to enable. * feat: standalone uses self-hosted GPU service for transcription+diarization Replace in-process pyannote approach with self-hosted gpu/self_hosted/ service. Same HTTP API as Modal — just TRANSCRIPT_URL/DIARIZATION_URL point to local container. - Add gpu/self_hosted/Dockerfile.cpu (GPU Dockerfile minus NVIDIA CUDA) - Add S3 model bundle fallback in diarizer.py when HF_TOKEN not set - Add gpu service to docker-compose.standalone.yml with compose env overrides - Fix /browse empty in PUBLIC_MODE (search+list queries filtered out roomless transcripts) - Remove audio_diarization_pyannote.py, file_diarization_pyannote.py and tests - Remove pyannote-audio from server local deps * fix: set source_kind to FILE on audio file upload The upload endpoint left source_kind as the default LIVE even when a file was uploaded. Now sets it to FILE when the upload completes. * Add hatchet env vars * fix: improve port conflict detection and ollama model check in standalone setup - Filter OrbStack/Docker Desktop PIDs from port conflict check (false positives on Mac) - Check all infra ports (5432, 6379, 3900, 3903) not just app ports - Fix ollama model detection to match on name column only - Document OrbStack and cross-project port conflicts in troubleshooting * fix: processing page auto-redirect after file upload completes Three fixes for the processing page not redirecting when status becomes "ended": - Add useWebSockets to processing page so it receives STATUS events - Remove OAuth2PasswordBearer from auth_none — broke WebSocket endpoints (500) - Reconnect stale Redis in ws_manager when Celery worker reuses dead event loop * fix: mock Celery broker in idle transcript validation test test_validation_idle_transcript_with_recording_allowed called validate_transcript_for_processing without mocking task_is_scheduled_or_active, which attempts a real Celery broker connection (AMQP port 5672). Other tests in the same file already mock this — apply the same pattern here. * Enable server host mode * Fix webrtc connection * Remove turbopack * fix: standalone GPU service connectivity with host network mode Server runs with network_mode: host and can't resolve Docker service names. Publish cpu port as 8100 on host, point server at localhost:8100. Worker stays on bridge network using cpu:8000. Add dummy TRANSCRIPT_MODAL_API_KEY since OpenAI SDK requires it even for local endpoints. --------- Co-authored-by: Igor Loskutov <igor.loskutoff@gmail.com> Co-authored-by: Sergey Mankovsky <sergey@mankovsky.dev>	2026-02-11 18:20:36 -05:00
Mathieu Virbel	cd2255cfbc	chore(main): release 0.33.0 (#847 )	2026-02-06 18:12:06 -05:00
Igor Monadical	15ab2e306e	feat: Daily+hatchet default (#846 ) * feat: set Daily as default video platform Daily.co has been battle-tested and is ready to be the default. Whereby remains available for rooms that explicitly set it. * feat: enforce Hatchet for all multitrack processing Remove use_celery option from rooms - multitrack (Daily) recordings now always use Hatchet workflows. Celery remains for single-track (Whereby) file processing only. - Remove use_celery column from room table - Simplify dispatch logic to always use Hatchet for multitracks - Update tests to mock Hatchet instead of Celery * fix: update whereby test to patch Hatchet instead of removed Celery import --------- Co-authored-by: Igor Loskutov <igor.loskutoff@gmail.com>	2026-02-05 18:38:08 -05:00