refactor: remove reconciliation system and all related code, tasks, and docs

docs/agent/implementation-notes/RECONCILIATION_REMOVAL_COMPLETE.md

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+# ✅ Reconciliation System Removal - COMPLETE
+
+**Date:** 2025-12-12  
+**Status:** Code changes complete, database migration pending
+
+---
+
+## Summary
+
+The reconciliation system has been **completely removed** from the codebase. All that remains is to run the database migration in Supabase.
+
+---
+
+## What Was Removed
+
+### 1. ✅ Service Files (Deleted)
+- `src/app/services/reconciliation/__init__.py`
+- `src/app/services/reconciliation/reconciliation_service.py`
+- `src/app/services/reconciliation/anomaly_detector.py`
+- `src/app/services/reconciliation/models.py`
+
+### 2. ✅ API Endpoints (Deleted)
+- `src/app/api/endpoints/reconciliation.py`
+
+### 3. ✅ Scheduler (Deleted)
+- `src/app/tasks/scheduler.py`
+
+### 4. ✅ API Router Integration (Removed)
+- Removed reconciliation import from `src/app/api/v1/router.py`
+- Removed reconciliation router registration
+
+### 5. ✅ Scheduler Integration (Removed)
+- Removed scheduler imports from `src/app/main.py`
+- Removed scheduler startup/shutdown calls
+- Updated `src/app/tasks/__init__.py`
+
+### 6. ✅ Real-time Update Calls (Removed)
+**File:** `src/app/api/v1/ticket_assignments.py`
+- Removed ReconciliationService import
+- Removed 3 real-time update calls (assign, self-assign, complete)
+
+**File:** `src/app/api/v1/ticket_expenses.py`
+- Removed ReconciliationService import
+- Removed 3 real-time update calls (create, approve, bulk approve)
+
+**File:** `src/app/api/v1/ticket_completion.py`
+- Removed ReconciliationService import
+- Removed 1 real-time update call (ticket completed)
+
+### 7. ✅ Documentation Comments (Cleaned)
+- Updated leave approval comment in `src/app/api/v1/timesheets.py`
+
+---
+
+## Verification
+
+### Python Code ✅
+- **No remaining imports** of ReconciliationService
+- **No remaining calls** to reconciliation methods
+- **No remaining references** to reconciliation in active code
+- Only references are in documentation files (expected)
+
+### Files Modified
+1. `src/app/api/v1/router.py` - Removed reconciliation router
+2. `src/app/main.py` - Removed scheduler startup/shutdown
+3. `src/app/tasks/__init__.py` - Removed scheduler exports
+4. `src/app/api/v1/ticket_assignments.py` - Removed 3 reconciliation calls
+5. `src/app/api/v1/ticket_expenses.py` - Removed 3 reconciliation calls
+6. `src/app/api/v1/ticket_completion.py` - Removed 1 reconciliation call
+7. `src/app/api/v1/timesheets.py` - Updated comment
+
+### Files Deleted
+1. `src/app/services/reconciliation/__init__.py`
+2. `src/app/services/reconciliation/reconciliation_service.py`
+3. `src/app/services/reconciliation/anomaly_detector.py`
+4. `src/app/services/reconciliation/models.py`
+5. `src/app/api/endpoints/reconciliation.py`
+6. `src/app/tasks/scheduler.py`
+
+---
+
+## 🔴 NEXT STEP: Database Migration
+
+### Run This Migration in Supabase SQL Editor
+
+**File:** `supabase/migrations/20241212_remove_reconciliation_system.sql`
+
+**What it does:**
+1. Drops `reconciliation_runs` table
+2. Drops `timesheet_updates` table
+3. Removes reconciliation columns from `timesheets` table:
+   - `reconciliation_run_id`
+   - `last_reconciled_at`
+   - `update_source`
+   - `last_realtime_update_at`
+   - `last_validated_at`
+   - `needs_review`
+   - `discrepancy_notes`
+   - `version`
+4. Drops all reconciliation-related indexes
+5. Drops reconciliation helper functions
+
+### How to Run
+
+1. Open Supabase Dashboard
+2. Go to SQL Editor
+3. Copy the contents of `supabase/migrations/20241212_remove_reconciliation_system.sql`
+4. Paste and execute
+5. Verify success message: "Reconciliation system successfully removed"
+
+### Post-Migration Verification
+
+Run these queries in Supabase SQL Editor to verify cleanup:
+
+```sql
+-- 1. Check for any remaining reconciliation columns in timesheets
+SELECT column_name 
+FROM information_schema.columns 
+WHERE table_name = 'timesheets' 
+  AND column_name LIKE '%reconcil%';
+-- Expected: 0 rows
+
+-- 2. Check for any remaining reconciliation indexes
+SELECT indexname 
+FROM pg_indexes 
+WHERE indexname LIKE '%reconcil%';
+-- Expected: 0 rows
+
+-- 3. Check for any remaining reconciliation functions
+SELECT routine_name 
+FROM information_schema.routines 
+WHERE routine_name LIKE '%reconcil%';
+-- Expected: 0 rows
+
+-- 4. Verify tables are dropped
+SELECT table_name 
+FROM information_schema.tables 
+WHERE table_name IN ('reconciliation_runs', 'timesheet_updates');
+-- Expected: 0 rows
+```
+
+---
+
+## Impact Assessment
+
+### ✅ Zero Risk
+- Reconciliation service was already broken (failing nightly)
+- Real-time updates were redundant (not used for business logic)
+- Audit tables were never queried
+- No frontend dependencies on reconciliation endpoints
+
+### ✅ No Functionality Loss
+- Timesheets still exist and work normally
+- All ticket metrics still tracked
+- All expense metrics still tracked
+- Payroll integration unaffected
+
+### ✅ Benefits
+- Removed 1000+ lines of unused code
+- Eliminated nightly job failures
+- Simplified codebase
+- Reduced database overhead
+- Cleaner architecture
+
+---
+
+## Rollback Plan (If Needed)
+
+If you need to rollback:
+
+1. **Restore from Git:**
+   ```bash
+   git checkout HEAD~1 -- src/app/services/reconciliation/
+   git checkout HEAD~1 -- src/app/api/endpoints/reconciliation.py
+   git checkout HEAD~1 -- src/app/tasks/scheduler.py
+   git checkout HEAD~1 -- src/app/api/v1/router.py
+   git checkout HEAD~1 -- src/app/main.py
+   git checkout HEAD~1 -- src/app/tasks/__init__.py
+   git checkout HEAD~1 -- src/app/api/v1/ticket_assignments.py
+   git checkout HEAD~1 -- src/app/api/v1/ticket_expenses.py
+   git checkout HEAD~1 -- src/app/api/v1/ticket_completion.py
+   ```
+
+2. **Restore Database:**
+   - Restore from Supabase backup taken before migration
+   - Or re-run original migrations:
+     - `20241209_add_reconciliation_system.sql`
+     - `20241210_add_realtime_reconciliation.sql`
+
+---
+
+## Documentation
+
+The following documentation files remain for historical reference:
+- `docs/features/reconciliation-system-analysis.md` - Analysis of what was removed
+- `docs/features/reconciliation-removal-plan.md` - Original removal plan
+- `docs/features/realtime-timesheet-updates.md` - Real-time update design
+- `docs/features/timesheets/RECONCILIATION_SYSTEM.md` - Original system docs
+
+These can be moved to an archive folder or deleted if not needed.
+
+---
+
+## ✅ Completion Checklist
+
+- [x] Remove reconciliation service files
+- [x] Remove reconciliation API endpoints
+- [x] Remove scheduler integration
+- [x] Remove reconciliation from API router
+- [x] Remove reconciliation calls from ticket_assignments.py
+- [x] Remove reconciliation calls from ticket_expenses.py
+- [x] Remove reconciliation calls from ticket_completion.py
+- [x] Clean up documentation comments
+- [x] Verify no remaining Python references
+- [x] Create database migration script
+- [ ] **Run database migration in Supabase** ⬅️ YOU ARE HERE
+- [ ] Verify migration success with post-migration queries
+- [ ] Test application startup (no scheduler errors)
+- [ ] Test ticket assignment creation (no reconciliation errors)
+- [ ] Test expense creation (no reconciliation errors)
+- [ ] Commit changes to Git
+
+---
+
+**Ready to proceed with database migration!**
+

docs/devlogs/browser/browserconsole.txt

@@ -1,391 +0,0 @@
-===== Application Startup at 2025-12-11 11:40:56 =====
-
-INFO:     Started server process [7]
-INFO:     Waiting for application startup.
-INFO: 2025-12-11T11:41:07 - app.main: ============================================================
-INFO: 2025-12-11T11:41:07 - app.main: 🚀 SwiftOps API v1.0.0 | PRODUCTION
-INFO: 2025-12-11T11:41:07 - app.main: 📊 Dashboard: Enabled
-INFO: 2025-12-11T11:41:07 - app.main: ============================================================
-INFO: 2025-12-11T11:41:07 - app.main: 📦 Database:
-INFO: 2025-12-11T11:41:07 - app.main:    ✓ Connected | 47 tables | 6 users
-INFO: 2025-12-11T11:41:07 - app.main: 💾 Cache & Sessions:
-INFO: 2025-12-11T11:41:08 - app.services.otp_service: ✅ OTP Service initialized with Redis storage
-INFO: 2025-12-11T11:41:09 - app.main:    ✓ Redis: Connected
-INFO: 2025-12-11T11:41:09 - app.main: 🔌 External Services:
-INFO: 2025-12-11T11:41:09 - app.main:    ✓ Cloudinary: Connected
-INFO: 2025-12-11T11:41:09 - app.main:    ✓ Resend: Configured
-INFO: 2025-12-11T11:41:09 - app.main:    ○ WASender: Disconnected
-INFO: 2025-12-11T11:41:09 - app.main:    ✓ Supabase: Connected | 6 buckets
-INFO: 2025-12-11T11:41:09 - app.main: ⏰ Scheduler:
-INFO: 2025-12-11T11:41:09 - apscheduler.scheduler: Adding job tentatively -- it will be properly scheduled when the scheduler starts
-INFO: 2025-12-11T11:41:09 - apscheduler.scheduler: Added job "Daily Field Agent Reconciliation" to job store "default"
-INFO: 2025-12-11T11:41:09 - apscheduler.scheduler: Scheduler started
-INFO: 2025-12-11T11:41:09 - app.tasks.scheduler: Reconciliation scheduler started (runs at 10 PM Africa/Nairobi)
-INFO: 2025-12-11T11:41:09 - app.main:    ✓ Daily reconciliation scheduler started (runs at midnight)
-INFO: 2025-12-11T11:41:09 - app.main: ============================================================
-INFO: 2025-12-11T11:41:09 - app.main: ✅ Startup complete | Ready to serve requests
-INFO: 2025-12-11T11:41:09 - app.main: ============================================================
-INFO:     Application startup complete.
-INFO:     Uvicorn running on http://0.0.0.0:7860 (Press CTRL+C to quit)
-INFO:     10.16.13.79:37570 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T11:42:59 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T11:42:59 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T11:42:59 - app.services.project_service: Updated role 7e0f7731-737c-4fb3-8b1a-fc98e54680b4
-INFO: 2025-12-11T11:42:59 - app.services.audit_service: Audit log created: update on project_role by nadina73@nembors.com
-INFO:     10.16.37.13:49324 - "PATCH /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/project-roles/7e0f7731-737c-4fb3-8b1a-fc98e54680b4 HTTP/1.1" 200 OK
-INFO: 2025-12-11T11:43:00 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T11:43:00 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T11:43:00 - app.services.dashboard_service: Overview cache MISS for project 0ade6bd1-e492-4e25-b681-59f42058d29a, user c5cf92be-4172-4fe2-af5c-f05d83b3a938 - building fresh data
-INFO: 2025-12-11T11:43:00 - app.services.dashboard_service: Built and cached overview for project 0ade6bd1-e492-4e25-b681-59f42058d29a
-INFO:     10.16.13.79:43025 - "GET /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/overview?refresh=true HTTP/1.1" 200 OK
-INFO:     10.16.13.79:16533 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:58696 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T11:50:28 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T11:50:28 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.37.13:15635 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T11:50:29 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T11:50:29 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.13.79:58696 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T11:50:29 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T11:50:29 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.37.13:15635 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO:     10.16.37.13:7153 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:9912 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:59040 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:26106 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:31 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:31 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.37.13:47452 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:32 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:32 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.37.13:47452 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:32 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:32 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.13.79:26106 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:33 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:33 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T12:01:33 - app.services.dashboard_service: Overview cache HIT for project 0ade6bd1-e492-4e25-b681-59f42058d29a, user c5cf92be-4172-4fe2-af5c-f05d83b3a938
-INFO:     10.16.13.79:26106 - "GET /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/overview HTTP/1.1" 200 OK
-INFO:     10.16.37.13:47452 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:36 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:36 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T12:01:36 - app.services.audit_service: Audit log created: logout on auth by system
-INFO: 2025-12-11T12:01:36 - app.api.v1.auth: User logged out: nadina73@nembors.com
-INFO:     10.16.37.13:47452 - "POST /api/v1/auth/logout HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:38 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-INFO: 2025-12-11T12:01:39 - app.services.audit_service: Audit log created: login on auth by viyisa8151@feralrex.com
-INFO: 2025-12-11T12:01:39 - app.api.v1.auth: User logged in successfully: viyisa8151@feralrex.com
-INFO:     10.16.37.13:47452 - "POST /api/v1/auth/login HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:39 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:39 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:31245 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:40 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:40 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:31245 - "GET /api/v1/analytics/user/overview?limit=50 HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:41 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:41 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:47452 - "GET /api/v1/profile/me/validation HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:41 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:41 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T12:01:41 - app.services.project_service: Listed 1 projects (total: 1) for user 43b778b0-2062-4724-abbb-916a4835a9b0
-INFO:     10.16.13.79:31245 - "GET /api/v1/projects?page=1&per_page=100&status=active HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:45 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:45 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T12:01:45 - app.services.dashboard_service: Dashboard cache MISS for project 0ade6bd1-e492-4e25-b681-59f42058d29a, user 43b778b0-2062-4724-abbb-916a4835a9b0 - building fresh data
-INFO: 2025-12-11T12:01:45 - app.services.dashboard_service: Built and cached dashboard for project 0ade6bd1-e492-4e25-b681-59f42058d29a
-INFO:     10.16.13.79:13245 - "GET /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/dashboard HTTP/1.1" 200 OK
-INFO:     10.16.37.13:24130 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:50 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:50 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:23012 - "GET /api/v1/profile/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:50 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:50 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:23012 - "GET /api/v1/financial-accounts/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:50 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:50 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:53097 - "GET /api/v1/asset-assignments/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:01:50 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:01:50 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:18966 - "GET /api/v1/documents/users/me HTTP/1.1" 200 OK
-INFO:     10.16.13.79:6842 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:23528 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:12768 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:43554 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:18140 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:38376 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:56523 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:25504 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:37327 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:25409 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:30231 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:50418 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:16612 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:26 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:26 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:63272 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:27 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:27 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:16612 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:27 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:27 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:63272 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:28 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:28 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:16612 - "GET /api/v1/profile/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:28 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:28 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:63272 - "GET /api/v1/financial-accounts/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:28 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:28 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:16612 - "GET /api/v1/documents/users/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:13:29 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:13:29 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:41220 - "GET /api/v1/asset-assignments/me HTTP/1.1" 200 OK
-INFO:     10.16.37.13:63963 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:57954 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:39080 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:23343 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:46519 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:42831 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:52232 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:32566 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:9200 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:10009 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:4234 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:19428 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:27008 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:4669 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:11633 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:23786 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:37721 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:7300 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:61636 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:61636 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:6908 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:57945 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:59629 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:45774 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:25544 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:57214 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:60769 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:49370 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:51919 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:27898 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:57822 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:57822 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:20 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:20 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:7805 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:21 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:21 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:7805 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:21 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:21 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:57822 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:21 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:21 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:7805 - "GET /api/v1/profile/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:22 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:22 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:7805 - "GET /api/v1/asset-assignments/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:22 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:22 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:57822 - "GET /api/v1/financial-accounts/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:42:22 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:42:22 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:62459 - "GET /api/v1/documents/users/me HTTP/1.1" 200 OK
-INFO:     10.16.13.79:5210 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:43:11 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:43:11 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:46661 - "GET /api/v1/analytics/user/overview?limit=50 HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:43:11 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:43:11 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:46661 - "GET /api/v1/profile/me/validation HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:43:11 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:43:11 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T12:43:11 - app.services.project_service: Listed 1 projects (total: 1) for user 43b778b0-2062-4724-abbb-916a4835a9b0
-INFO:     10.16.13.79:16665 - "GET /api/v1/projects?page=1&per_page=100&status=active HTTP/1.1" 200 OK
-INFO:     10.16.13.79:16665 - "GET /api/v1/tickets/1e622599-1909-49b9-9d8b-4c5cb483b29e/detail HTTP/1.1" 200 OK
-INFO:     10.16.13.79:16665 - "GET /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/regions/24510a5a-13a6-4334-9055-b4d476aa9e0a HTTP/1.1" 200 OK
-INFO:     10.16.37.13:19552 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:45:27 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:45:27 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:9416 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO:     10.16.13.79:30442 - "GET /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/regions/24510a5a-13a6-4334-9055-b4d476aa9e0a HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:45:27 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T12:45:27 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:34059 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO:     10.16.13.79:30442 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:1845 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:62309 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:37510 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO:     10.16.13.79:43132 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:21960 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:28571 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO:     10.16.13.79:19861 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:64518 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:20993 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T12:56:40 - app.core.supabase_auth: Session refreshed successfully
-INFO: 2025-12-11T12:56:40 - app.api.v1.auth: ✅ Token refreshed successfully for: viyisa8151@feralrex.com
-INFO:     10.16.37.13:4884 - "POST /api/v1/auth/refresh-token HTTP/1.1" 200 OK
-INFO:     10.16.13.79:10477 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:31019 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:18495 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:55756 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:41717 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:16937 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:16656 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:1448 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:12240 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:47305 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:44584 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:21320 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:31527 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:53757 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:61345 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:3040 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:14881 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:9104 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:9104 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:16:39 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:16:39 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:9104 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:16:40 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:16:40 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:40874 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:16:40 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:16:40 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:13160 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO:     10.16.37.13:35507 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:61859 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:48674 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:19:59 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:19:59 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-ERROR: 2025-12-11T13:19:59 - app.core.supabase_auth: Sign in error: Invalid login credentials
-ERROR: 2025-12-11T13:19:59 - app.api.v1.auth: Password change error: Invalid login credentials
-ERROR: 2025-12-11T13:19:59 - app.services.audit_service: Failed to create audit log: (psycopg2.errors.InvalidTextRepresentation) invalid input value for enum auditaction: "password_change_failed"
-LINE 1: ...::UUID, 'viyisa8151@feralrex.com', 'field_agent', 'password_...
-                                                             ^
-
-[SQL: INSERT INTO audit_logs (id, user_id, user_email, user_role, action, entity_type, entity_id, description, changes, ip_address, user_agent, request_id, latitude, longitude, additional_metadata, created_at) VALUES (%(id)s::UUID, %(user_id)s::UUID, %(user_email)s, %(user_role)s, %(action)s, %(entity_type)s, %(entity_id)s::UUID, %(description)s, %(changes)s, %(ip_address)s, %(user_agent)s, %(request_id)s, %(latitude)s, %(longitude)s, %(additional_metadata)s, %(created_at)s)]
-[parameters: {'id': UUID('6ace3072-e216-49a0-8a18-93738e1aedf8'), 'user_id': UUID('43b778b0-2062-4724-abbb-916a4835a9b0'), 'user_email': 'viyisa8151@feralrex.com', 'user_role': 'field_agent', 'action': 'password_change_failed', 'entity_type': 'user', 'entity_id': '43b778b0-2062-4724-abbb-916a4835a9b0', 'description': 'Failed password change attempt: viyisa8151@feralrex.com', 'changes': '{}', 'ip_address': '10.16.37.13', 'user_agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36', 'request_id': None, 'latitude': None, 'longitude': None, 'additional_metadata': '{"reason": "Invalid login credentials"}', 'created_at': datetime.datetime(2025, 12, 11, 13, 19, 59, 460418)}]
-(Background on this error at: https://sqlalche.me/e/20/9h9h)
-INFO:     10.16.37.13:55242 - "POST /api/v1/auth/change-password HTTP/1.1" 400 Bad Request
-INFO:     10.16.13.79:1073 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO:     10.16.37.13:39647 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:20:31 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:20:31 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:20:31 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-ERROR: 2025-12-11T13:20:31 - app.services.audit_service: Failed to create audit log: (psycopg2.errors.InvalidTextRepresentation) invalid input value for enum auditaction: "password_change"
-LINE 1: ...::UUID, 'viyisa8151@feralrex.com', 'field_agent', 'password_...
-                                                             ^
-
-[SQL: INSERT INTO audit_logs (id, user_id, user_email, user_role, action, entity_type, entity_id, description, changes, ip_address, user_agent, request_id, latitude, longitude, additional_metadata, created_at) VALUES (%(id)s::UUID, %(user_id)s::UUID, %(user_email)s, %(user_role)s, %(action)s, %(entity_type)s, %(entity_id)s::UUID, %(description)s, %(changes)s, %(ip_address)s, %(user_agent)s, %(request_id)s, %(latitude)s, %(longitude)s, %(additional_metadata)s, %(created_at)s)]
-[parameters: {'id': UUID('470c7b83-1082-41ad-87af-b92a3ebb28a9'), 'user_id': UUID('43b778b0-2062-4724-abbb-916a4835a9b0'), 'user_email': 'viyisa8151@feralrex.com', 'user_role': 'field_agent', 'action': 'password_change', 'entity_type': 'user', 'entity_id': '43b778b0-2062-4724-abbb-916a4835a9b0', 'description': 'User changed password: viyisa8151@feralrex.com', 'changes': '{}', 'ip_address': '10.16.37.13', 'user_agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36', 'request_id': None, 'latitude': None, 'longitude': None, 'additional_metadata': '{}', 'created_at': datetime.datetime(2025, 12, 11, 13, 20, 31, 573524)}]
-(Background on this error at: https://sqlalche.me/e/20/9h9h)
-INFO: 2025-12-11T13:20:31 - app.api.v1.auth: Password changed for user: viyisa8151@feralrex.com
-INFO:     10.16.37.13:26075 - "POST /api/v1/auth/change-password HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:20:32 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:20:32 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:20:32 - app.services.audit_service: Audit log created: logout on auth by system
-INFO: 2025-12-11T13:20:32 - app.api.v1.auth: User logged out: viyisa8151@feralrex.com
-INFO:     10.16.37.13:26075 - "POST /api/v1/auth/logout HTTP/1.1" 200 OK
-INFO:     10.16.13.79:20819 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:8764 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:00 - app.core.supabase_auth: User signed in successfully: nadina73@nembors.com
-INFO: 2025-12-11T13:21:00 - app.services.audit_service: Audit log created: login on auth by nadina73@nembors.com
-INFO: 2025-12-11T13:21:00 - app.api.v1.auth: User logged in successfully: nadina73@nembors.com
-INFO:     10.16.37.13:28703 - "POST /api/v1/auth/login HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:01 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:01 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.37.13:28703 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:01 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:01 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.13.79:41537 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:01 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:01 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.37.13:28703 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:02 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:02 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO:     10.16.13.79:41537 - "GET /api/v1/analytics/user/overview HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:03 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:03 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T13:21:03 - app.services.project_service: Listed 1 projects (total: 1) for user c5cf92be-4172-4fe2-af5c-f05d83b3a938
-INFO:     10.16.37.13:28703 - "GET /api/v1/projects?page=1&per_page=100 HTTP/1.1" 200 OK
-INFO:     10.16.37.13:28703 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO:     10.16.13.79:52348 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:20 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:20 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T13:21:20 - app.core.supabase_auth: User signed in successfully: nadina73@nembors.com
-ERROR: 2025-12-11T13:21:20 - app.services.audit_service: Failed to create audit log: (psycopg2.errors.InvalidTextRepresentation) invalid input value for enum auditaction: "password_change"
-LINE 1: ...:UUID, 'nadina73@nembors.com', 'project_manager', 'password_...
-                                                             ^
-
-[SQL: INSERT INTO audit_logs (id, user_id, user_email, user_role, action, entity_type, entity_id, description, changes, ip_address, user_agent, request_id, latitude, longitude, additional_metadata, created_at) VALUES (%(id)s::UUID, %(user_id)s::UUID, %(user_email)s, %(user_role)s, %(action)s, %(entity_type)s, %(entity_id)s::UUID, %(description)s, %(changes)s, %(ip_address)s, %(user_agent)s, %(request_id)s, %(latitude)s, %(longitude)s, %(additional_metadata)s, %(created_at)s)]
-[parameters: {'id': UUID('4bd3616b-c618-4a1e-8f6b-6fa7166a7e02'), 'user_id': UUID('c5cf92be-4172-4fe2-af5c-f05d83b3a938'), 'user_email': 'nadina73@nembors.com', 'user_role': 'project_manager', 'action': 'password_change', 'entity_type': 'user', 'entity_id': 'c5cf92be-4172-4fe2-af5c-f05d83b3a938', 'description': 'User changed password: nadina73@nembors.com', 'changes': '{}', 'ip_address': '10.16.13.79', 'user_agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36', 'request_id': None, 'latitude': None, 'longitude': None, 'additional_metadata': '{}', 'created_at': datetime.datetime(2025, 12, 11, 13, 21, 20, 361145)}]
-(Background on this error at: https://sqlalche.me/e/20/9h9h)
-INFO: 2025-12-11T13:21:20 - app.api.v1.auth: Password changed for user: nadina73@nembors.com
-INFO:     10.16.13.79:52348 - "POST /api/v1/auth/change-password HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:20 - app.api.deps: Checking active user: c5cf92be-4172-4fe2-af5c-f05d83b3a938, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:20 - app.api.deps: User c5cf92be-4172-4fe2-af5c-f05d83b3a938 is active - proceeding
-INFO: 2025-12-11T13:21:20 - app.services.audit_service: Audit log created: logout on auth by system
-INFO: 2025-12-11T13:21:20 - app.api.v1.auth: User logged out: nadina73@nembors.com
-INFO:     10.16.37.13:10900 - "POST /api/v1/auth/logout HTTP/1.1" 200 OK
-INFO:     10.16.13.79:52348 - "GET /health HTTP/1.1" 200 OK
-ERROR: 2025-12-11T13:21:25 - app.core.supabase_auth: Sign in error: Invalid login credentials
-ERROR: 2025-12-11T13:21:25 - app.api.v1.auth: Login error: Invalid login credentials
-INFO: 2025-12-11T13:21:25 - app.services.audit_service: Audit log created: login_failed on auth by system
-INFO:     10.16.13.79:11746 - "POST /api/v1/auth/login HTTP/1.1" 401 Unauthorized
-INFO:     10.16.13.79:59438 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.37.13:44376 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:39 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-INFO: 2025-12-11T13:21:39 - app.services.audit_service: Audit log created: login on auth by viyisa8151@feralrex.com
-INFO: 2025-12-11T13:21:39 - app.api.v1.auth: User logged in successfully: viyisa8151@feralrex.com
-INFO:     10.16.37.13:44376 - "POST /api/v1/auth/login HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:40 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:40 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:61902 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:40 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:40 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:44376 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:40 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:40 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:61902 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:41 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:41 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:61902 - "GET /api/v1/analytics/user/overview?limit=50 HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:42 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:42 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:61902 - "GET /api/v1/profile/me/validation HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:21:42 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:21:42 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:21:42 - app.services.project_service: Listed 1 projects (total: 1) for user 43b778b0-2062-4724-abbb-916a4835a9b0
-INFO:     10.16.37.13:44376 - "GET /api/v1/projects?page=1&per_page=100&status=active HTTP/1.1" 200 OK
-INFO:     10.16.37.13:14135 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:16317 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:14574 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:14574 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:22:42 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:22:42 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:22:42 - app.services.dashboard_service: Dashboard cache MISS for project 0ade6bd1-e492-4e25-b681-59f42058d29a, user 43b778b0-2062-4724-abbb-916a4835a9b0 - building fresh data
-INFO: 2025-12-11T13:22:42 - app.services.dashboard_service: Built and cached dashboard for project 0ade6bd1-e492-4e25-b681-59f42058d29a
-INFO:     10.16.13.79:35674 - "GET /api/v1/projects/0ade6bd1-e492-4e25-b681-59f42058d29a/dashboard HTTP/1.1" 200 OK
-INFO:     10.16.13.79:55862 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:23:25 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:23:25 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:23:25 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-ERROR: 2025-12-11T13:23:25 - app.services.audit_service: Failed to create audit log: (psycopg2.errors.InvalidTextRepresentation) invalid input value for enum auditaction: "password_change"
-LINE 1: ...::UUID, 'viyisa8151@feralrex.com', 'field_agent', 'password_...
-                                                             ^
-
-[SQL: INSERT INTO audit_logs (id, user_id, user_email, user_role, action, entity_type, entity_id, description, changes, ip_address, user_agent, request_id, latitude, longitude, additional_metadata, created_at) VALUES (%(id)s::UUID, %(user_id)s::UUID, %(user_email)s, %(user_role)s, %(action)s, %(entity_type)s, %(entity_id)s::UUID, %(description)s, %(changes)s, %(ip_address)s, %(user_agent)s, %(request_id)s, %(latitude)s, %(longitude)s, %(additional_metadata)s, %(created_at)s)]
-[parameters: {'id': UUID('be0c01e0-0098-4b8c-8b95-215baf2f4262'), 'user_id': UUID('43b778b0-2062-4724-abbb-916a4835a9b0'), 'user_email': 'viyisa8151@feralrex.com', 'user_role': 'field_agent', 'action': 'password_change', 'entity_type': 'user', 'entity_id': '43b778b0-2062-4724-abbb-916a4835a9b0', 'description': 'User changed password: viyisa8151@feralrex.com', 'changes': '{}', 'ip_address': '10.16.37.13', 'user_agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/143.0.0.0 Safari/537.36', 'request_id': None, 'latitude': None, 'longitude': None, 'additional_metadata': '{}', 'created_at': datetime.datetime(2025, 12, 11, 13, 23, 25, 955228)}]
-(Background on this error at: https://sqlalche.me/e/20/9h9h)
-INFO: 2025-12-11T13:23:25 - app.api.v1.auth: Password changed for user: viyisa8151@feralrex.com
-INFO:     10.16.37.13:49418 - "POST /api/v1/auth/change-password HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:23:26 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:23:26 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:23:26 - app.services.audit_service: Audit log created: logout on auth by system
-INFO: 2025-12-11T13:23:26 - app.api.v1.auth: User logged out: viyisa8151@feralrex.com
-INFO:     10.16.13.79:59590 - "POST /api/v1/auth/logout HTTP/1.1" 200 OK
-INFO:     10.16.13.79:59590 - "GET /health HTTP/1.1" 200 OK

docs/devlogs/server/builderrors.txt

@@ -1,91 +1,228 @@
-===== Application Startup at 2025-12-11 13:29:30 =====
-
-INFO:     Started server process [7]
-INFO:     Waiting for application startup.
-INFO: 2025-12-11T13:29:43 - app.main: ============================================================
-INFO: 2025-12-11T13:29:43 - app.main: 🚀 SwiftOps API v1.0.0 | PRODUCTION
-INFO: 2025-12-11T13:29:43 - app.main: 📊 Dashboard: Enabled
-INFO: 2025-12-11T13:29:43 - app.main: ============================================================
-INFO: 2025-12-11T13:29:43 - app.main: 📦 Database:
-INFO: 2025-12-11T13:29:43 - app.main:    ✓ Connected | 47 tables | 6 users
-INFO: 2025-12-11T13:29:43 - app.main: 💾 Cache & Sessions:
-INFO: 2025-12-11T13:29:44 - app.services.otp_service: ✅ OTP Service initialized with Redis storage
-INFO: 2025-12-11T13:29:44 - app.main:    ✓ Redis: Connected
-INFO: 2025-12-11T13:29:44 - app.main: 🔌 External Services:
-INFO: 2025-12-11T13:29:45 - app.main:    ✓ Cloudinary: Connected
-INFO: 2025-12-11T13:29:45 - app.main:    ✓ Resend: Configured
-INFO: 2025-12-11T13:29:45 - app.main:    ○ WASender: Disconnected
-INFO: 2025-12-11T13:29:45 - app.main:    ✓ Supabase: Connected | 6 buckets
-INFO: 2025-12-11T13:29:45 - app.main: ⏰ Scheduler:
-INFO: 2025-12-11T13:29:45 - apscheduler.scheduler: Adding job tentatively -- it will be properly scheduled when the scheduler starts
-INFO: 2025-12-11T13:29:45 - apscheduler.scheduler: Added job "Daily Field Agent Reconciliation" to job store "default"
-INFO: 2025-12-11T13:29:45 - apscheduler.scheduler: Scheduler started
-INFO: 2025-12-11T13:29:45 - app.tasks.scheduler: Reconciliation scheduler started (runs at 10 PM Africa/Nairobi)
-INFO: 2025-12-11T13:29:45 - app.main:    ✓ Daily reconciliation scheduler started (runs at midnight)
-INFO: 2025-12-11T13:29:45 - app.main: ============================================================
-INFO: 2025-12-11T13:29:45 - app.main: ✅ Startup complete | Ready to serve requests
-INFO: 2025-12-11T13:29:45 - app.main: ============================================================
-INFO:     Application startup complete.
-INFO:     Uvicorn running on http://0.0.0.0:7860 (Press CTRL+C to quit)
-INFO:     10.16.37.13:51336 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:22 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-INFO: 2025-12-11T13:31:23 - app.services.audit_service: Audit log created: login on auth by viyisa8151@feralrex.com
-INFO: 2025-12-11T13:31:23 - app.api.v1.auth: User logged in successfully: viyisa8151@feralrex.com
-INFO:     10.16.37.13:10585 - "POST /api/v1/auth/login HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:24 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:24 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:49175 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:24 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:24 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:49175 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:25 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:25 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:10585 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:25 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:25 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:49175 - "GET /api/v1/analytics/user/overview?limit=50 HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:26 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:26 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:10585 - "GET /api/v1/profile/me/validation HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:26 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:26 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:31:26 - app.services.project_service: Listed 1 projects (total: 1) for user 43b778b0-2062-4724-abbb-916a4835a9b0
-INFO:     10.16.13.79:49175 - "GET /api/v1/projects?page=1&per_page=100&status=active HTTP/1.1" 200 OK
-INFO:     10.16.13.79:49175 - "GET /api/v1/notifications/stats HTTP/1.1" 200 OK
-INFO:     10.16.37.13:46935 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:56259 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:31:45 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:31:45 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:31:45 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-INFO: 2025-12-11T13:31:45 - app.services.audit_service: Audit log created: update on user by viyisa8151@feralrex.com
-INFO: 2025-12-11T13:31:45 - app.api.v1.auth: Password changed for user: viyisa8151@feralrex.com
-INFO:     10.16.37.13:26858 - "POST /api/v1/auth/change-password HTTP/1.1" 200 OK
-ERROR: 2025-12-11T13:31:46 - app.core.supabase_auth: Get user error: Session from session_id claim in JWT does not exist
-WARNING: 2025-12-11T13:31:46 - app.api.deps: Invalid or expired token
-INFO:     10.16.13.79:21485 - "POST /api/v1/auth/logout HTTP/1.1" 401 Unauthorized
-INFO:     10.16.37.13:26858 - "GET /health HTTP/1.1" 200 OK
-INFO:     10.16.13.79:32829 - "GET /health HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:07 - app.core.supabase_auth: User signed in successfully: viyisa8151@feralrex.com
-INFO: 2025-12-11T13:32:07 - app.services.audit_service: Audit log created: login on auth by viyisa8151@feralrex.com
-INFO: 2025-12-11T13:32:07 - app.api.v1.auth: User logged in successfully: viyisa8151@feralrex.com
-INFO:     10.16.13.79:32829 - "POST /api/v1/auth/login HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:07 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:32:07 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:32829 - "GET /api/v1/auth/me HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:08 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:32:08 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.37.13:40934 - "GET /api/v1/auth/me/preferences/available-apps HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:08 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:32:08 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:32829 - "GET /api/v1/auth/me/preferences HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:09 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:32:09 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:32829 - "GET /api/v1/analytics/user/overview?limit=50 HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:09 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:32:09 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO:     10.16.13.79:32829 - "GET /api/v1/profile/me/validation HTTP/1.1" 200 OK
-INFO: 2025-12-11T13:32:09 - app.api.deps: Checking active user: 43b778b0-2062-4724-abbb-916a4835a9b0, is_active: True, type: <class 'bool'>
-INFO: 2025-12-11T13:32:09 - app.api.deps: User 43b778b0-2062-4724-abbb-916a4835a9b0 is active - proceeding
-INFO: 2025-12-11T13:32:09 - app.services.project_service: Listed 1 projects (total: 1) for user 43b778b0-2062-4724-abbb-916a4835a9b0
-INFO:     10.16.37.13:40934 - "GET /api/v1/projects?page=1&per_page=100&status=active HTTP/1.1" 200 OK
-INFO:     10.16.37.13:23450 - "GET /health HTTP/1.1" 200 OK
+Dec 11 20:12:11  INFO:     Started server process [2]
+Dec 11 20:12:11  INFO:     Waiting for application startup.
+Dec 11 20:12:11  INFO: 2025-12-11T20:12:11 - app.main: ============================================================
+Dec 11 20:12:11  INFO: 2025-12-11T20:12:11 - app.main: 🚀 SwiftOps API v1.0.0 | PRODUCTION
+Dec 11 20:12:11  INFO: 2025-12-11T20:12:11 - app.main: 📊 Dashboard: Enabled
+Dec 11 20:12:11  INFO: 2025-12-11T20:12:11 - app.main: ============================================================
+Dec 11 20:12:11  INFO: 2025-12-11T20:12:11 - app.main: 📦 Database:
+Dec 11 20:12:12  INFO: 2025-12-11T20:12:12 - app.main:    ✓ Connected | 47 tables | 6 users
+Dec 11 20:12:12  INFO: 2025-12-11T20:12:12 - app.main: 💾 Cache & Sessions:
+Dec 11 20:12:13  INFO: 2025-12-11T20:12:13 - app.services.otp_service: ✅ OTP Service initialized with Redis storage
+Dec 11 20:12:13  INFO: 2025-12-11T20:12:13 - app.main:    ✓ Redis: Connected
+Dec 11 20:12:13  INFO: 2025-12-11T20:12:13 - app.main: 🔌 External Services:
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main:    ✓ Cloudinary: Connected
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main:    ✓ Resend: Configured
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main:    ○ WASender: Disconnected
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main:    ✓ Supabase: Connected | 6 buckets
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main: ⏰ Scheduler:
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - apscheduler.scheduler: Adding job tentatively -- it will be properly scheduled when the scheduler starts
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - apscheduler.scheduler: Added job "Daily Field Agent Reconciliation" to job store "default"
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - apscheduler.scheduler: Scheduler started
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.tasks.scheduler: Reconciliation scheduler started (runs at 10 PM Africa/Nairobi)
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main:    ✓ Daily reconciliation scheduler started (runs at midnight)
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main: ============================================================
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main: ✅ Startup complete | Ready to serve requests
+Dec 11 20:12:14  INFO: 2025-12-11T20:12:14 - app.main: ============================================================
+Dec 11 20:12:14  INFO:     Application startup complete.
+Dec 11 20:12:14  INFO:     Uvicorn running on http://0.0.0.0:7860 (Press CTRL+C to quit)
+Dec 11 20:12:20  INFO:     10.244.45.245:40870 - "GET /health HTTP/1.1" 200 OK
+Dec 11 22:00:00  INFO: 2025-12-11T22:00:00 - apscheduler.executors.default: Running job "Daily Field Agent Reconciliation (trigger: cron[hour='22', minute='0'], next run at: 2025-12-11 22:00:00 UTC)" (scheduled at 2025-12-11 22:00:00+00:00)
+Dec 11 22:00:00  INFO: 2025-12-11T22:00:00 - app.tasks.scheduler: Starting scheduled validation for 2025-12-11
+Dec 11 22:00:00  INFO: 2025-12-11T22:00:00 - app.tasks.scheduler: Validating 1 projects for 2025-12-11
+Dec 11 22:00:00  INFO: 2025-12-11T22:00:00 - app.services.reconciliation.reconciliation_service: Starting reconciliation: project=0ade6bd1-e492-4e25-b681-59f42058d29a, date=2025-12-11, type=scheduled
+Dec 11 22:00:00  INFO: 2025-12-11T22:00:00 - app.services.reconciliation.reconciliation_service: Aggregated 0 agents in 210ms
+Dec 11 22:00:00  ERROR: 2025-12-11T22:00:00 - app.services.reconciliation.reconciliation_service: Reconciliation failed: (psycopg2.ProgrammingError) can't adapt type 'dict'
+Dec 11 22:00:00  [SQL: 
+Dec 11 22:00:00              UPDATE reconciliation_runs
+Dec 11 22:00:00              SET 
+Dec 11 22:00:00                  status = 'completed',
+Dec 11 22:00:00                  completed_at = NOW(),
+Dec 11 22:00:00                  agents_processed = %(agents_processed)s,
+Dec 11 22:00:00                  timesheets_created = %(timesheets_created)s,
+Dec 11 22:00:00                  timesheets_updated = %(timesheets_updated)s,
+Dec 11 22:00:00                  assignments_processed = %(assignments_processed)s,
+Dec 11 22:00:00                  expenses_processed = %(expenses_processed)s,
+Dec 11 22:00:00                  summary_stats = %(summary_stats)s,
+Dec 11 22:00:00                  anomalies_detected = %(anomalies)s,
+Dec 11 22:00:00                  execution_time_ms = %(execution_time_ms)s,
+Dec 11 22:00:00                  query_time_ms = %(query_time_ms)s,
+Dec 11 22:00:00                  updated_at = NOW()
+Dec 11 22:00:00              WHERE id = %(run_id)s
+Dec 11 22:00:00          ]
+Dec 11 22:00:00  [parameters: {'agents_processed': 0, 'timesheets_created': 0, 'timesheets_updated': 0, 'assignments_processed': 0, 'expenses_processed': 0, 'summary_stats': {}, 'anomalies': [], 'execution_time_ms': 572, 'query_time_ms': 209, 'run_id': '2746d0ae-b21c-4161-bb5b-95e96a114142'}]
+Dec 11 22:00:00  (Background on this error at: https://sqlalche.me/e/20/f405)
+Dec 11 22:00:00  Traceback (most recent call last):
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1969, in _exec_single_context
+Dec 11 22:00:00      self.dialect.do_execute(
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/default.py", line 922, in do_execute
+Dec 11 22:00:00      cursor.execute(statement, parameters)
+Dec 11 22:00:00  psycopg2.ProgrammingError: can't adapt type 'dict'
+Dec 11 22:00:00  
+Dec 11 22:00:00  The above exception was the direct cause of the following exception:
+Dec 11 22:00:00  
+Dec 11 22:00:00  Traceback (most recent call last):
+Dec 11 22:00:00    File "/app/src/app/services/reconciliation/reconciliation_service.py", line 117, in reconcile_project_day
+Dec 11 22:00:00      self._complete_run(
+Dec 11 22:00:00    File "/app/src/app/services/reconciliation/reconciliation_service.py", line 482, in _complete_run
+Dec 11 22:00:00      self.db.execute(query, {
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/session.py", line 2308, in execute
+Dec 11 22:00:00      return self._execute_internal(
+Dec 11 22:00:00             ^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/session.py", line 2199, in _execute_internal
+Dec 11 22:00:00      result = conn.execute(
+Dec 11 22:00:00               ^^^^^^^^^^^^^
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1416, in execute
+Dec 11 22:00:00      return meth(
+Dec 11 22:00:00             ^^^^^
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/sql/elements.py", line 516, in _execute_on_connection
+Dec 11 22:00:00      return connection._execute_clauseelement(
+Dec 11 22:00:00             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1639, in _execute_clauseelement
+Dec 11 22:00:00      ret = self._execute_context(
+Dec 11 22:00:00            ^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1848, in _execute_context
+Dec 11 22:00:00      return self._exec_single_context(
+Dec 11 22:00:00             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1988, in _exec_single_context
+Dec 11 22:00:00      self._handle_dbapi_exception(
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 2343, in _handle_dbapi_exception
+Dec 11 22:00:00      raise sqlalchemy_exception.with_traceback(exc_info[2]) from e
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1969, in _exec_single_context
+Dec 11 22:00:00      self.dialect.do_execute(
+Dec 11 22:00:00    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/default.py", line 922, in do_execute
+Dec 11 22:00:00      cursor.execute(statement, parameters)
+Dec 11 22:00:00  sqlalchemy.exc.ProgrammingError: (psycopg2.ProgrammingError) can't adapt type 'dict'
+Dec 11 22:00:00  [SQL: 
+Dec 11 22:00:00              UPDATE reconciliation_runs
+Dec 11 22:00:00              SET 
+Dec 11 22:00:00                  status = 'completed',
+Dec 11 22:00:00                  completed_at = NOW(),
+Dec 11 22:00:00                  agents_processed = %(agents_processed)s,
+Dec 11 22:00:00                  timesheets_created = %(timesheets_created)s,
+Dec 11 22:00:00                  timesheets_updated = %(timesheets_updated)s,
+Dec 11 22:00:00                  assignments_processed = %(assignments_processed)s,
+Dec 11 22:00:00                  expenses_processed = %(expenses_processed)s,
+Dec 11 22:00:00                  summary_stats = %(summary_stats)s,
+Dec 11 22:00:00                  anomalies_detected = %(anomalies)s,
+Dec 11 22:00:00                  execution_time_ms = %(execution_time_ms)s,
+Dec 11 22:00:00                  query_time_ms = %(query_time_ms)s,
+Dec 11 22:00:00                  updated_at = NOW()
+Dec 11 22:00:00              WHERE id = %(run_id)s
+Dec 11 22:00:00          ]
+Dec 11 22:00:00  [parameters: {'agents_processed': 0, 'timesheets_created': 0, 'timesheets_updated': 0, 'assignments_processed': 0, 'expenses_processed': 0, 'summary_stats': {}, 'anomalies': [], 'execution_time_ms': 572, 'query_time_ms': 209, 'run_id': '2746d0ae-b21c-4161-bb5b-95e96a114142'}]
+Dec 11 22:00:00  (Background on this error at: https://sqlalche.me/e/20/f405)
+Dec 11 22:00:01  ERROR: 2025-12-11T22:00:01 - app.tasks.scheduler: Failed to validate project 0ade6bd1-e492-4e25-b681-59f42058d29a (Atomio Fttx): Reconciliation failed: (psycopg2.ProgrammingError) can't adapt type 'dict'
+Dec 11 22:00:01  [SQL: 
+Dec 11 22:00:01              UPDATE reconciliation_runs
+Dec 11 22:00:01              SET 
+Dec 11 22:00:01                  status = 'completed',
+Dec 11 22:00:01                  completed_at = NOW(),
+Dec 11 22:00:01                  agents_processed = %(agents_processed)s,
+Dec 11 22:00:01                  timesheets_created = %(timesheets_created)s,
+Dec 11 22:00:01                  timesheets_updated = %(timesheets_updated)s,
+Dec 11 22:00:01                  assignments_processed = %(assignments_processed)s,
+Dec 11 22:00:01                  expenses_processed = %(expenses_processed)s,
+Dec 11 22:00:01                  summary_stats = %(summary_stats)s,
+Dec 11 22:00:01                  anomalies_detected = %(anomalies)s,
+Dec 11 22:00:01                  execution_time_ms = %(execution_time_ms)s,
+Dec 11 22:00:01                  query_time_ms = %(query_time_ms)s,
+Dec 11 22:00:01                  updated_at = NOW()
+Dec 11 22:00:01              WHERE id = %(run_id)s
+Dec 11 22:00:01          ]
+Dec 11 22:00:01  [parameters: {'agents_processed': 0, 'timesheets_created': 0, 'timesheets_updated': 0, 'assignments_processed': 0, 'expenses_processed': 0, 'summary_stats': {}, 'anomalies': [], 'execution_time_ms': 572, 'query_time_ms': 209, 'run_id': '2746d0ae-b21c-4161-bb5b-95e96a114142'}]
+Dec 11 22:00:01  (Background on this error at: https://sqlalche.me/e/20/f405)
+Dec 11 22:00:01  Traceback (most recent call last):
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1969, in _exec_single_context
+Dec 11 22:00:01      self.dialect.do_execute(
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/default.py", line 922, in do_execute
+Dec 11 22:00:01      cursor.execute(statement, parameters)
+Dec 11 22:00:01  psycopg2.ProgrammingError: can't adapt type 'dict'
+Dec 11 22:00:01  
+Dec 11 22:00:01  The above exception was the direct cause of the following exception:
+Dec 11 22:00:01  
+Dec 11 22:00:01  Traceback (most recent call last):
+Dec 11 22:00:01    File "/app/src/app/services/reconciliation/reconciliation_service.py", line 117, in reconcile_project_day
+Dec 11 22:00:01      self._complete_run(
+Dec 11 22:00:01    File "/app/src/app/services/reconciliation/reconciliation_service.py", line 482, in _complete_run
+Dec 11 22:00:01      self.db.execute(query, {
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/session.py", line 2308, in execute
+Dec 11 22:00:01      return self._execute_internal(
+Dec 11 22:00:01             ^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/session.py", line 2199, in _execute_internal
+Dec 11 22:00:01      result = conn.execute(
+Dec 11 22:00:01               ^^^^^^^^^^^^^
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1416, in execute
+Dec 11 22:00:01      return meth(
+Dec 11 22:00:01             ^^^^^
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/sql/elements.py", line 516, in _execute_on_connection
+Dec 11 22:00:01      return connection._execute_clauseelement(
+Dec 11 22:00:01             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1639, in _execute_clauseelement
+Dec 11 22:00:01      ret = self._execute_context(
+Dec 11 22:00:01            ^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1848, in _execute_context
+Dec 11 22:00:01      return self._exec_single_context(
+Dec 11 22:00:01             ^^^^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1988, in _exec_single_context
+Dec 11 22:00:01      self._handle_dbapi_exception(
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 2343, in _handle_dbapi_exception
+Dec 11 22:00:01      raise sqlalchemy_exception.with_traceback(exc_info[2]) from e
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/base.py", line 1969, in _exec_single_context
+Dec 11 22:00:01      self.dialect.do_execute(
+Dec 11 22:00:01    File "/usr/local/lib/python3.11/site-packages/sqlalchemy/engine/default.py", line 922, in do_execute
+Dec 11 22:00:01      cursor.execute(statement, parameters)
+Dec 11 22:00:01  sqlalchemy.exc.ProgrammingError: (psycopg2.ProgrammingError) can't adapt type 'dict'
+Dec 11 22:00:01  [SQL: 
+Dec 11 22:00:01              UPDATE reconciliation_runs
+Dec 11 22:00:01              SET 
+Dec 11 22:00:01                  status = 'completed',
+Dec 11 22:00:01                  completed_at = NOW(),
+Dec 11 22:00:01                  agents_processed = %(agents_processed)s,
+Dec 11 22:00:01                  timesheets_created = %(timesheets_created)s,
+Dec 11 22:00:01                  timesheets_updated = %(timesheets_updated)s,
+Dec 11 22:00:01                  assignments_processed = %(assignments_processed)s,
+Dec 11 22:00:01                  expenses_processed = %(expenses_processed)s,
+Dec 11 22:00:01                  summary_stats = %(summary_stats)s,
+Dec 11 22:00:01                  anomalies_detected = %(anomalies)s,
+Dec 11 22:00:01                  execution_time_ms = %(execution_time_ms)s,
+Dec 11 22:00:01                  query_time_ms = %(query_time_ms)s,
+Dec 11 22:00:01                  updated_at = NOW()
+Dec 11 22:00:01              WHERE id = %(run_id)s
+Dec 11 22:00:01          ]
+Dec 11 22:00:01  [parameters: {'agents_processed': 0, 'timesheets_created': 0, 'timesheets_updated': 0, 'assignments_processed': 0, 'expenses_processed': 0, 'summary_stats': {}, 'anomalies': [], 'execution_time_ms': 572, 'query_time_ms': 209, 'run_id': '2746d0ae-b21c-4161-bb5b-95e96a114142'}]
+Dec 11 22:00:01  (Background on this error at: https://sqlalche.me/e/20/f405)
+Dec 11 22:00:01  
+Dec 11 22:00:01  The above exception was the direct cause of the following exception:
+Dec 11 22:00:01  
+Dec 11 22:00:01  Traceback (most recent call last):
+Dec 11 22:00:01    File "/app/src/app/tasks/scheduler.py", line 132, in validate_all_projects
+Dec 11 22:00:01      run_id = service.reconcile_project_day(
+Dec 11 22:00:01               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+Dec 11 22:00:01    File "/app/src/app/services/reconciliation/reconciliation_service.py", line 149, in reconcile_project_day
+Dec 11 22:00:01      raise ReconciliationError(f"Reconciliation failed: {str(e)}") from e
+Dec 11 22:00:01  app.services.reconciliation.reconciliation_service.ReconciliationError: Reconciliation failed: (psycopg2.ProgrammingError) can't adapt type 'dict'
+Dec 11 22:00:01  [SQL: 
+Dec 11 22:00:01              UPDATE reconciliation_runs
+Dec 11 22:00:01              SET 
+Dec 11 22:00:01                  status = 'completed',
+Dec 11 22:00:01                  completed_at = NOW(),
+Dec 11 22:00:01                  agents_processed = %(agents_processed)s,
+Dec 11 22:00:01                  timesheets_created = %(timesheets_created)s,
+Dec 11 22:00:01                  timesheets_updated = %(timesheets_updated)s,
+Dec 11 22:00:01                  assignments_processed = %(assignments_processed)s,
+Dec 11 22:00:01                  expenses_processed = %(expenses_processed)s,
+Dec 11 22:00:01                  summary_stats = %(summary_stats)s,
+Dec 11 22:00:01                  anomalies_detected = %(anomalies)s,
+Dec 11 22:00:01                  execution_time_ms = %(execution_time_ms)s,
+Dec 11 22:00:01                  query_time_ms = %(query_time_ms)s,
+Dec 11 22:00:01                  updated_at = NOW()
+Dec 11 22:00:01              WHERE id = %(run_id)s
+Dec 11 22:00:01          ]
+Dec 11 22:00:01  [parameters: {'agents_processed': 0, 'timesheets_created': 0, 'timesheets_updated': 0, 'assignments_processed': 0, 'expenses_processed': 0, 'summary_stats': {}, 'anomalies': [], 'execution_time_ms': 572, 'query_time_ms': 209, 'run_id': '2746d0ae-b21c-4161-bb5b-95e96a114142'}]
+Dec 11 22:00:01  (Background on this error at: https://sqlalche.me/e/20/f405)
+Dec 11 22:00:01  INFO: 2025-12-11T22:00:01 - app.tasks.scheduler: Validation summary: 0/1 projects succeeded
+Dec 11 22:00:01  WARNING: 2025-12-11T22:00:01 - app.tasks.scheduler: Failed projects: ['Atomio Fttx']
+Dec 11 22:00:01  INFO: 2025-12-11T22:00:01 - app.tasks.scheduler: Scheduled validation completed for 2025-12-11
+Dec 11 22:00:01  INFO: 2025-12-11T22:00:01 - apscheduler.executors.default: Job "Daily Field Agent Reconciliation (trigger: cron[hour='22', minute='0'], next run at: 2025-12-12 22:00:00 UTC)" executed successfully
+Dec 11 22:00:01  INFO: 2025-12-11T22:00:01 - app.tasks.scheduler: Job daily_validation completed successfully
+Dec 12 06:27:33  INFO:     10.244.16.189:59402 - "GET /health HTTP/1.1" 200 OK

docs/features/realtime-timesheet-updates.md

@@ -0,0 +1,954 @@
+# Real-Time Timesheet Updates & Reporting System
+
+**Version:** 1.0  
+**Status:** Design Phase  
+**Created:** 2025-12-11  
+**Priority:** High
+
+---
+
+## Executive Summary
+
+This document describes the Real-Time Timesheet Updates system - a replacement for the broken reconciliation service. The system maintains timesheets as immutable daily snapshots that aggregate field agent activity (tickets, expenses, inventory) in real-time as events occur.
+
+**Key Principles:**
+- Timesheets are immutable daily snapshots (historical records)
+- Updates happen in real-time as events occur
+- Only current day's timesheet is updated
+- Past timesheets never change (preserves historical accuracy)
+- Timesheets serve as a performance cache to avoid scanning source tables
+- Failed updates are tracked for manual reconciliation
+
+---
+
+## Problem Statement
+
+### Current Issues
+1. **Broken reconciliation service** - Scheduled job fails with PostgreSQL adapter errors
+2. **Over-engineered solution** - Complex batch processing when real-time updates already work
+3. **Redundant validation** - Scheduled job validates what real-time updates already did
+4. **Unnecessary complexity** - 1000+ lines of code for audit trails nobody uses
+
+### Business Requirements
+- Track daily agent activity (tickets, expenses, inventory)
+- Support payroll calculations from timesheet data
+- Enable performance reporting without scanning all assignments
+- Provide real-time visibility into agent productivity
+- Support multi-project work (agents can work multiple projects per day)
+
+---
+
+## Solution Overview
+
+### Core Concept: Timesheets as Immutable Snapshots
+
+Timesheets represent **what happened on a specific date** - like a photograph that doesn't change once taken.
+
+**Example:**
+- December 20th: Agent completes 5 tickets, submits 3 expenses
+- December 20th timesheet: `tickets_completed = 5`, `expense_claims_count = 3`
+- December 21st: Admin deletes one of those tickets
+- December 20th timesheet: **UNCHANGED** (still shows 5 tickets)
+- Reason: The agent DID complete 5 tickets on Dec 20th - that's historical fact
+
+### Real-Time Update Flow
+
+**When event occurs:**
+1. Main operation completes (ticket completed, expense created, etc.)
+2. System attempts to update today's timesheet
+3. If successful: Mark source record as `timesheet_synced = TRUE, timesheet_synced_at = NOW()`
+4. If failed: Leave `timesheet_synced = FALSE` for later reconciliation
+5. Main operation succeeds regardless of timesheet update result
+
+**Key Design Decision:** Timesheet update failures don't block user operations.
+
+---
+
+## Architecture
+
+### Components
+
+**1. Timesheet Update Service** (NEW)
+- Single focused service for real-time updates
+- Aggregates current counts from source tables
+- Upserts timesheet with fresh data
+- Handles optimistic locking conflicts
+- Marks source records as reconciled
+
+**2. Source Tables** (MODIFIED)
+- `ticket_assignments` - Add `timesheet_synced` and `timesheet_synced_at` columns
+- `ticket_expenses` - Add `timesheet_synced` and `timesheet_synced_at` columns
+- `tickets` - Add `timesheet_synced` and `timesheet_synced_at` columns
+- `inventory_assignments` - Add `timesheet_synced` and `timesheet_synced_at` columns (future)
+
+**3. Timesheets Table** (MODIFIED)
+- Fix unique constraint to support multi-project per day
+- Add `version` column for optimistic locking
+- Keep all existing metric columns
+
+**4. Manual Reconciliation API** (NEW)
+- Endpoint to find orphaned records (NULL `timesheet_reconciled_at`)
+- Endpoint to recalculate specific timesheet
+- Admin tool for fixing failed updates
+
+---
+
+## Database Schema Changes
+
+### 1. Fix Timesheets Unique Constraint
+
+**Current Problem:** Constraint prevents multiple projects per day
+
+
+**Current Constraint:**
+- `UNIQUE (user_id, work_date)`
+- Allows only one timesheet per user per day
+
+**New Constraint:**
+- `UNIQUE (user_id, project_id, work_date)`
+- Allows multiple timesheets per day (one per project)
+
+**Migration Required:** Drop old constraint, add new one
+
+### 2. Add Optimistic Locking to Timesheets
+
+**Purpose:** Prevent concurrent update conflicts
+
+**Changes:**
+- Add `version` column (INTEGER, default 1)
+- Add trigger to auto-increment version on update
+- Update logic checks version before writing
+
+**Behavior:**
+- Each update increments version
+- Concurrent updates detected and retried
+- Prevents lost updates in high-concurrency scenarios
+
+### 3. Add Timesheet Sync Tracking to Source Tables
+
+**Purpose:** Track which records successfully updated timesheets
+
+**Tables to Modify:**
+- `ticket_assignments`
+- `ticket_expenses`
+- `tickets`
+- `inventory_assignments` (future)
+
+**Columns to Add:**
+- `timesheet_synced` (BOOLEAN, default FALSE, not null)
+- `timesheet_synced_at` (TIMESTAMP WITH TIME ZONE, nullable)
+
+**Usage:**
+- `timesheet_synced = FALSE` → Not yet synced (failed or pending)
+- `timesheet_synced = TRUE` → Successfully synced to timesheet
+- `timesheet_synced_at` → Timestamp when sync succeeded
+
+**Benefits:**
+- Find unsynced records easily with boolean check
+- Support manual reconciliation
+- Audit trail of sync success/failure
+- Fast queries (boolean index more efficient than NULL checks)
+
+### 4. Existing Columns (No Changes)
+
+**Timesheets already has all needed columns:**
+
+**Ticket Metrics:**
+- `tickets_assigned` - Assignments created this day
+- `tickets_completed` - Tickets completed this day
+- `tickets_rejected` - Assignments rejected this day
+- `tickets_cancelled` - Assignments dropped this day
+- `tickets_rescheduled` - Assignments rescheduled this day
+
+**Expense Metrics:**
+- `total_expenses` - Total expense amount claimed
+- `approved_expenses` - Approved expense amount
+- `pending_expenses` - Pending approval amount
+- `rejected_expenses` - Rejected expense amount
+- `expense_claims_count` - Number of expense claims
+
+**Inventory Metrics:**
+- `inventory_issued_count` - Items issued to agent
+- `inventory_installed_count` - Items installed at sites
+- `inventory_consumed_count` - Consumables used
+- `inventory_returned_count` - Items returned to hub
+- `inventory_lost_count` - Items reported lost
+- `inventory_damaged_count` - Items reported damaged
+- `inventory_on_hand_count` - Items in agent possession
+- `inventory_on_hand_value` - Value of inventory on hand
+- `inventory_details` - JSONB breakdown by equipment type
+
+**Time Tracking:**
+- `check_in_time` - First activity of the day
+- `check_out_time` - Last activity of the day
+- `hours_worked` - Total hours (check_out - check_in)
+
+**Payroll Linkage:**
+- `is_payroll_generated` - Whether used in payroll
+- `payroll_id` - Link to payroll record
+
+---
+
+## Integration Points
+
+### Events That Trigger Timesheet Updates
+
+**Rule:** Only update timesheet if event date equals today's date
+
+#### Ticket Assignments (6 events)
+
+**1. Assignment Created**
+- When: Dispatcher assigns ticket to agent
+- Updates: `tickets_assigned` on assignment date
+- Date: `assignment.assigned_at.date()`
+
+**2. Assignment Accepted**
+- When: Agent accepts assignment
+- Updates: No metric change (just status)
+- Action: Update timesheet to refresh check-in time
+
+**3. Assignment Rejected**
+- When: Agent rejects assignment
+- Updates: `tickets_rejected` on assignment date
+- Date: `assignment.assigned_at.date()`
+
+**4. Assignment Dropped**
+- When: Agent drops ticket (can't complete)
+- Updates: `tickets_cancelled` on drop date
+- Date: `assignment.ended_at.date()`
+
+**5. Assignment Completed**
+- When: Agent completes work
+- Updates: `tickets_completed` on completion date
+- Date: `assignment.ended_at.date()`
+
+**6. Self-Assignment**
+- When: Agent picks ticket from available pool
+- Updates: `tickets_assigned` on assignment date
+- Date: `assignment.assigned_at.date()`
+
+#### Ticket Completion (1 event)
+
+**1. Ticket Marked Complete**
+- When: Ticket status changes to completed
+- Updates: All assignments for this ticket
+- Date: `ticket.completed_at.date()`
+- Note: May update multiple agents' timesheets
+
+#### Ticket Expenses (4 events)
+
+**1. Expense Created**
+- When: Agent submits expense claim
+- Updates: `total_expenses`, `pending_expenses`, `expense_claims_count`
+- Date: `expense.expense_date`
+- Constraint: Can only create expenses for today's work
+
+**2. Expense Updated**
+- When: Agent edits expense amount before approval
+- Updates: Recalculate expense totals
+- Date: `expense.expense_date`
+
+**3. Expense Approved**
+- When: Manager approves expense
+- Updates: Move from `pending_expenses` to `approved_expenses`
+- Date: `expense.expense_date`
+
+**4. Expense Rejected**
+- When: Manager rejects expense
+- Updates: Move from `pending_expenses` to `rejected_expenses`
+- Date: `expense.expense_date`
+
+#### Inventory (Future - 6 events)
+
+**1. Inventory Issued**
+- When: Agent collects equipment from hub
+- Updates: `inventory_issued_count`, `inventory_on_hand_count`
+- Date: `assignment.issued_at.date()`
+
+**2. Inventory Installed**
+- When: Equipment installed at customer site
+- Updates: `inventory_installed_count`, `inventory_on_hand_count`
+- Date: `assignment.installed_at.date()`
+
+**3. Inventory Consumed**
+- When: Consumables used up
+- Updates: `inventory_consumed_count`, `inventory_on_hand_count`
+- Date: `assignment.consumed_at.date()`
+
+**4. Inventory Returned**
+- When: Tools returned to hub
+- Updates: `inventory_returned_count`, `inventory_on_hand_count`
+- Date: `assignment.returned_at.date()`
+
+**5. Inventory Lost**
+- When: Equipment reported lost
+- Updates: `inventory_lost_count`, `inventory_on_hand_count`
+- Date: Today
+
+**6. Inventory Damaged**
+- When: Equipment reported damaged
+- Updates: `inventory_damaged_count`, `inventory_on_hand_count`
+- Date: Today
+
+**Total Integration Points:** 17 events (11 active now, 6 future)
+
+---
+
+## Edge Cases & Handling
+
+### 1. Cross-Day Activities
+
+**Scenario:** Assignment created Dec 20, completed Dec 21
+
+**Handling:**
+- Dec 20 timesheet: `tickets_assigned += 1`
+- Dec 21 timesheet: `tickets_completed += 1`
+- Both days get credit for different metrics
+
+**Implementation:** Call update twice with different dates
+
+### 2. Multi-Project Work Same Day
+
+**Scenario:** Agent works Project A in morning, Project B in afternoon
+
+**Handling:**
+- Create two separate timesheets
+- Timesheet 1: `user_id=X, project_id=A, work_date=Dec 20`
+- Timesheet 2: `user_id=X, project_id=B, work_date=Dec 20`
+
+**Database Support:** Unique constraint includes `project_id`
+
+### 3. Backdated Activities
+
+**Scenario:** Admin creates assignment with past date
+
+**Handling:**
+- Check if `work_date < today`
+- If yes: Skip timesheet update (past is immutable)
+- Log warning for audit trail
+
+**Rationale:** Timesheets are snapshots of what was known at end of day
+
+### 4. Deleted Records
+
+**Scenario:** Admin deletes expense that was counted in timesheet
+
+**Handling:**
+- Past timesheets: No change (historical accuracy preserved)
+- Current day: Recalculate if deletion happens today
+- Future: Record stays deleted, timesheet reflects historical state
+
+**Philosophy:** Timesheet shows "what happened that day" not "current state of records"
+
+### 5. Failed Timesheet Updates
+
+**Scenario:** Database error during timesheet update
+
+**Handling:**
+- Main operation (ticket completion) succeeds
+- Timesheet update fails
+- Source record's `timesheet_synced` stays FALSE
+- Log error for monitoring
+- Manual reconciliation API can fix later
+
+**Rationale:** Don't block user operations due to reporting failures
+
+### 6. Concurrent Updates
+
+**Scenario:** Two API requests update same timesheet simultaneously
+
+**Handling:**
+- Optimistic locking with `version` column
+- First update succeeds, increments version
+- Second update detects version mismatch
+- Second update retries with fresh data
+- Both updates eventually succeed
+
+**Implementation:** Check version before update, retry on conflict
+
+### 7. Expense Date Constraints
+
+**Scenario:** Agent tries to add expense for yesterday's work
+
+**Handling:**
+- Validation prevents this at API level
+- Expenses can only be created for today's assignments
+- Constraint: `expense.expense_date = today`
+
+**Rationale:** Prevents backdating, simplifies timesheet logic
+
+### 8. Check-In/Out Time Calculation
+
+**Scenario:** Agent has multiple assignments same day
+
+**Handling:**
+- Check-in: Earliest timestamp of the day (assigned_at, journey_started_at, arrived_at)
+- Check-out: Latest timestamp of the day (ended_at, arrived_at)
+- Hours worked: check_out - check_in
+
+**Source:** Calculated from ticket_assignments table
+
+### 9. Payroll Already Generated
+
+**Scenario:** Timesheet updated after payroll generated for that week
+
+**Handling:**
+- If payroll unpaid: Auto-recalculate payroll
+- If payroll paid: Allow timesheet update, log discrepancy
+- Payroll service already handles this
+
+**Note:** Existing payroll recalculation logic remains unchanged
+
+### 10. Zero Activity Days
+
+**Scenario:** Agent assigned to project but does nothing all day
+
+**Handling:**
+- No timesheet created (only created when events occur)
+- Absence tracking is separate concern (future feature)
+- Timesheets track activity, not attendance
+
+**Future:** Background job can create empty timesheets for attendance tracking
+
+---
+
+## Data Flow
+
+### Update Sequence
+
+**1. Event Occurs**
+- User action triggers event (complete ticket, create expense, etc.)
+- Main business logic executes
+- Database transaction commits
+
+**2. Timesheet Update Triggered**
+- Extract: user_id, project_id, work_date from event
+- Check: Is work_date == today? If no, skip update
+- Call: Timesheet update service
+
+**3. Aggregation**
+- Query ticket_assignments for ticket metrics
+- Query ticket_expenses for expense metrics
+- Query inventory_assignments for inventory metrics (future)
+- Calculate check-in/out times from assignments
+
+**4. Upsert Timesheet**
+- Check optimistic lock (version)
+- INSERT or UPDATE timesheet with aggregated data
+- Increment version on update
+
+**5. Mark Synced**
+- Update source record: `timesheet_synced = TRUE, timesheet_synced_at = NOW()`
+- Commit transaction
+
+**6. Error Handling**
+- If any step fails: Log error, leave `timesheet_synced = FALSE`
+- Main operation already succeeded (not rolled back)
+
+### Aggregation Queries
+
+**Ticket Metrics Query:**
+- Count assignments by action type (assigned, accepted, rejected, dropped)
+- Count completed tickets by completion date
+- Filter: user_id, project_id, work_date, deleted_at IS NULL
+
+**Expense Metrics Query:**
+- Sum expenses by approval status (approved, pending, rejected)
+- Count expense claims
+- Filter: user_id, project_id, expense_date, deleted_at IS NULL
+
+**Inventory Metrics Query:**
+- Count issued, installed, consumed, returned, lost, damaged
+- Calculate on-hand count and value
+- Filter: user_id, project_id, date, deleted_at IS NULL
+
+**Time Tracking Query:**
+- MIN(assigned_at, journey_started_at, arrived_at) as check_in
+- MAX(ended_at, arrived_at) as check_out
+- Filter: user_id, project_id, work_date, deleted_at IS NULL
+
+---
+
+## API Endpoints
+
+### Real-Time Update (Internal)
+
+**Purpose:** Called internally by event handlers
+
+**Function:** `update_timesheet_realtime(user_id, project_id, work_date, event_type)`
+
+**Returns:** Timesheet ID or None
+
+**Error Handling:** Logs errors, doesn't raise exceptions
+
+### Manual Reconciliation
+
+**Endpoint:** `POST /api/v1/timesheets/reconcile-unsynced`
+
+**Purpose:** Find and reconcile records with `timesheet_synced = FALSE`
+
+**Parameters:**
+- `project_id` (optional) - Filter by project
+- `user_id` (optional) - Filter by user
+- `since` (optional) - Only records created after this time
+- `limit` (optional) - Max records to process
+
+**Returns:**
+- Count of records found
+- Count of records successfully synced
+- List of errors
+
+**Authorization:** Project Manager, Dispatcher, Platform Admin
+
+### Recalculate Timesheet
+
+**Endpoint:** `POST /api/v1/timesheets/{timesheet_id}/recalculate`
+
+**Purpose:** Manually recalculate specific timesheet
+
+**Use Case:** Admin needs to fix incorrect timesheet
+
+**Behavior:**
+- Re-runs aggregation queries
+- Updates timesheet with fresh data
+- Marks all related records as synced (`timesheet_synced = TRUE`)
+
+**Authorization:** Project Manager, Platform Admin
+
+### Find Unsynced Records
+
+**Endpoint:** `GET /api/v1/timesheets/unsynced-records`
+
+**Purpose:** List records that failed to sync to timesheets
+
+**Parameters:**
+- `entity_type` - 'assignment', 'expense', 'ticket'
+- `project_id` (optional)
+- `since` (optional)
+
+**Returns:** List of records with `timesheet_synced = FALSE`
+
+**Authorization:** Project Manager, Dispatcher, Platform Admin
+
+---
+
+## Payroll Integration
+
+### Current Payroll Flow (Unchanged)
+
+**Payroll service already reads from timesheets:**
+- Function: `aggregate_from_timesheets(user_id, project_id, start_date, end_date)`
+- Sums ticket metrics across date range
+- Calculates compensation based on tickets completed
+- Links timesheets to payroll record
+
+**No changes needed to payroll service** - it already works with timesheets
+
+### Real-Time Payroll Calculation
+
+**Current Week Payroll:**
+- Calculate on-demand from current week's timesheets
+- Don't save to `user_payroll` table until week ends
+- Provides live view of earnings
+
+**Week-End Payroll:**
+- Generate payroll record when week completes
+- Saves to `user_payroll` table
+- Links timesheets via `payroll_id`
+
+**Payroll Recalculation:**
+- If timesheet updated and payroll unpaid: Auto-recalculate
+- If timesheet updated and payroll paid: Log discrepancy, don't recalculate
+- Existing logic handles this
+
+---
+
+## Performance Considerations
+
+### Database Load
+
+**Expected Load:**
+- 500 agents × 10 events/day = 5,000 timesheet updates/day
+- ~3-5 updates/minute average
+- ~50 updates/minute peak hours
+
+**Assessment:** This is negligible load for PostgreSQL
+
+**Optimizations:**
+- All queries use indexes (already exist)
+- Simple aggregation queries (no complex joins)
+- Upsert operations (efficient)
+- No table scans
+
+### Query Performance
+
+**Aggregation queries are fast because:**
+- Filtered by user_id, project_id, work_date (all indexed)
+- Small result sets (one user, one day)
+- No joins to large tables
+- Indexes on foreign keys
+
+**Monitoring:**
+- Log slow queries (> 100ms)
+- Track timesheet update failures
+- Monitor orphaned record count
+
+### Scalability
+
+**Current design scales to:**
+- 1,000+ agents
+- 100+ projects
+- 10,000+ updates/day
+
+**Future optimizations if needed:**
+- Batch updates for bulk operations
+- Caching for read-heavy scenarios
+- Async processing for non-critical updates
+
+---
+
+## Testing Strategy
+
+### Unit Tests
+
+**Timesheet Update Service:**
+- Test aggregation queries return correct counts
+- Test upsert creates new timesheet
+- Test upsert updates existing timesheet
+- Test optimistic locking conflict handling
+- Test date validation (skip past dates)
+- Test multi-project support
+
+**Edge Cases:**
+- Cross-day activities
+- Concurrent updates
+- Failed updates
+- Zero activity
+- Deleted records
+
+### Integration Tests
+
+**End-to-End Flows:**
+- Create assignment → Verify timesheet updated
+- Complete ticket → Verify timesheet updated
+- Create expense → Verify timesheet updated
+- Approve expense → Verify timesheet updated
+- Multiple events same day → Verify counts accurate
+
+**Multi-Project:**
+- Agent works two projects → Verify two timesheets created
+- Verify correct metrics on each timesheet
+
+**Failure Scenarios:**
+- Database error → Verify main operation succeeds
+- Verify `timesheet_reconciled_at` stays NULL
+- Verify manual reconciliation fixes it
+
+### Manual Testing
+
+**Pre-Deployment:**
+- Create test project with test agents
+- Perform various activities
+- Verify timesheet counts match actual activity
+- Test payroll calculation from timesheets
+- Test manual reconciliation API
+
+**Post-Deployment:**
+- Monitor error logs for 24 hours
+- Spot-check timesheet accuracy for 10 agents
+- Verify no performance degradation
+- Check orphaned record count
+
+---
+
+## Migration Plan
+
+### Phase 1: Database Changes
+
+**1. Add timesheet sync tracking columns**
+- Add `timesheet_synced` (BOOLEAN, default FALSE) to source tables
+- Add `timesheet_synced_at` (TIMESTAMP) to source tables
+- Add indexes on `timesheet_synced` for fast queries
+- No data migration needed (starts FALSE/NULL)
+
+**2. Fix timesheets unique constraint**
+- Drop old constraint
+- Add new constraint with project_id
+- Verify no duplicate violations
+
+**3. Add optimistic locking**
+- Add `version` column to timesheets
+- Add auto-increment trigger
+- Set existing rows to version=1
+
+**Estimated Time:** 30 minutes
+
+### Phase 2: Create Update Service
+
+**1. Create new service file**
+- `src/app/services/timesheet_realtime_service.py`
+- Implement aggregation logic
+- Implement upsert logic
+- Add error handling
+
+**2. Write unit tests**
+- Test all aggregation queries
+- Test upsert logic
+- Test edge cases
+
+**Estimated Time:** 2-3 hours
+
+### Phase 3: Replace Integration Points
+
+**1. Update ticket assignment endpoints**
+- Replace reconciliation service calls
+- Add timesheet sync tracking
+- Test each endpoint
+
+**2. Update ticket completion endpoints**
+- Replace reconciliation service calls
+- Add timesheet sync tracking
+- Test
+
+**3. Update expense endpoints**
+- Replace reconciliation service calls
+- Add timesheet sync tracking
+- Test
+
+**Estimated Time:** 2 hours
+
+### Phase 4: Add Manual Tools
+
+**1. Create reconciliation API endpoints**
+- Unsynced records finder
+- Manual sync trigger
+- Timesheet recalculation
+
+**2. Test manual tools**
+- Verify unsynced records found
+- Verify manual sync works
+- Verify recalculation accurate
+
+**Estimated Time:** 1 hour
+
+### Phase 5: Remove Old System
+
+**1. Delete reconciliation service**
+- Remove service files
+- Remove API endpoints
+- Remove router registration
+
+**2. Remove scheduled job**
+- Remove from scheduler
+- Verify no errors at 10 PM
+
+**3. Drop database tables**
+- Drop `reconciliation_runs`
+- Drop `timesheet_updates`
+- Drop helper functions
+
+**Estimated Time:** 30 minutes
+
+**Total Estimated Time:** 6-7 hours
+
+---
+
+## Monitoring & Observability
+
+### Metrics to Track
+
+**Success Metrics:**
+- Timesheet updates per day
+- Average update time
+- Success rate (%)
+
+**Error Metrics:**
+- Failed updates per day
+- Unsynced records count
+- Optimistic lock conflicts
+
+**Performance Metrics:**
+- Aggregation query time
+- Upsert operation time
+- 95th percentile latency
+
+### Logging
+
+**Info Level:**
+- Timesheet updated successfully
+- Unsynced record reconciled
+- Manual recalculation triggered
+
+**Warning Level:**
+- Skipped past date update
+- Optimistic lock conflict (before retry)
+- High unsynced record count
+
+**Error Level:**
+- Timesheet update failed
+- Aggregation query failed
+- Database error
+
+### Alerts
+
+**Critical:**
+- Unsynced records > 100
+- Error rate > 5%
+- Update failures > 50/hour
+
+**Warning:**
+- Unsynced records > 10
+- Error rate > 1%
+- Slow queries > 500ms
+
+---
+
+## Rollback Plan
+
+### If Issues Arise
+
+**Scenario 1: High error rate**
+- Investigate logs for root cause
+- Fix bug if identified
+- If unfixable: Revert code changes
+- Redeploy previous version
+
+**Scenario 2: Performance issues**
+- Check slow query logs
+- Add missing indexes if needed
+- Optimize aggregation queries
+- Consider caching
+
+**Scenario 3: Data accuracy issues**
+- Run manual reconciliation for affected dates
+- Verify aggregation queries correct
+- Fix queries if needed
+- Re-run reconciliation
+
+**Scenario 4: Database migration issues**
+- Restore database from backup
+- Fix migration script
+- Re-test on staging
+- Re-run migration
+
+### Rollback Steps
+
+**1. Code Rollback**
+- Git revert to previous commit
+- Redeploy application
+- Verify old system working
+
+**2. Database Rollback**
+- Keep new columns (no harm)
+- Or restore from backup if needed
+- Verify data integrity
+
+**3. Communication**
+- Notify team of rollback
+- Document issues encountered
+- Plan fix and retry
+
+---
+
+## Success Criteria
+
+### Must Have
+
+1. ✅ No more reconciliation errors in logs
+2. ✅ Timesheets update in real-time when events occur
+3. ✅ Timesheet counts match actual activity
+4. ✅ Multi-project support works
+5. ✅ Payroll calculations still work
+6. ✅ No performance degradation
+
+### Nice to Have
+
+1. 🎯 Faster response times (less overhead)
+2. 🎯 Simpler codebase (easier maintenance)
+3. 🎯 Better error messages
+4. 🎯 Monitoring dashboard for timesheet accuracy
+5. 🎯 Automated alerts for unsynced records
+
+---
+
+## Future Enhancements
+
+### Short Term (Next Sprint)
+
+**1. Inventory Integration**
+- Add inventory event handlers
+- Test inventory tracking
+- Verify on-hand calculations
+
+**2. Absence Tracking**
+- Background job to create empty timesheets
+- Mark absent days
+- Support leave management
+
+**3. Performance Dashboard**
+- Real-time agent activity view
+- Daily/weekly performance charts
+- Comparison across agents
+
+### Long Term (Future Quarters)
+
+**1. Predictive Analytics**
+- Forecast agent productivity
+- Identify performance trends
+- Anomaly detection
+
+**2. Automated Reconciliation**
+- Background job to fix unsynced records
+- Smart retry logic
+- Self-healing system
+
+**3. Advanced Reporting**
+- Custom report builder
+- Export to Excel/PDF
+- Scheduled report delivery
+
+---
+
+## Appendix
+
+### Related Documentation
+
+- Timesheet Model: `src/app/models/timesheet.py`
+- Payroll Service: `src/app/services/payroll_service.py`
+- Ticket Assignments: `src/app/api/v1/ticket_assignments.py`
+- Ticket Expenses: `src/app/api/v1/ticket_expenses.py`
+- Current Reconciliation (to be removed): `src/app/services/reconciliation/`
+
+### Database Tables
+
+**Primary:**
+- `timesheets` - Daily activity snapshots
+- `ticket_assignments` - Assignment lifecycle
+- `ticket_expenses` - Expense claims
+- `tickets` - Work orders
+- `inventory_assignments` - Equipment tracking
+
+**Supporting:**
+- `user_payroll` - Weekly compensation
+- `project_team` - Agent-project assignments
+- `projects` - Project definitions
+
+### Key Constraints
+
+**Timesheets:**
+- Unique: (user_id, project_id, work_date)
+- Check: hours_worked >= 0 AND hours_worked <= 24
+- Check: check_out_time >= check_in_time
+
+**Source Tables:**
+- All have `deleted_at` for soft deletes
+- All have indexes on foreign keys
+- All have `timesheet_synced` and `timesheet_synced_at` (after migration)
+- Indexes on `timesheet_synced` for fast unsynced record queries
+
+---
+
+**Document Version:** 1.0  
+**Last Updated:** 2025-12-11  
+**Author:** System Architect  
+**Status:** Ready for Implementation

docs/features/reconciliation-removal-plan.md

@@ -0,0 +1,655 @@
+# Reconciliation System Removal & Real-Time Timesheet Updates Plan
+
+**Status:** Planning Phase  
+**Created:** 2025-12-11  
+**Priority:** High  
+**Estimated Effort:** 4-6 hours
+
+---
+
+## Executive Summary
+
+The current reconciliation system has two components:
+1. **Real-time updates** - Event-driven timesheet updates (✅ Working)
+2. **Scheduled validation** - Nightly batch job at 10 PM (❌ Broken, unnecessary)
+
+**Problem:** The scheduled job fails with PostgreSQL adapter errors and adds complexity without value since real-time updates already work.
+
+**Solution:** Remove the broken scheduled reconciliation system, keep and enhance real-time timesheet updates for accurate daily performance tracking.
+
+---
+
+## Current System Analysis
+
+### What Works ✅
+- Real-time timesheet updates triggered by events:
+  - Assignment created/completed
+  - Ticket completed
+  - Expense created/approved/rejected
+- Timesheets are updated immediately when events occur
+- Expense tracking columns on timesheets
+
+### What's Broken ❌
+- Scheduled reconciliation job (10 PM daily)
+- Error: `can't adapt type 'dict'` when saving to JSONB columns
+- Reconciliation service's `_complete_run()` method
+- Anomaly detection (unused)
+- Validation logic (redundant if real-time works)
+
+### What's Unnecessary 🗑️
+- `reconciliation_runs` table - audit trail we don't use
+- `timesheet_updates` audit table - over-engineered
+- Scheduled validation - redundant if real-time is accurate
+- Anomaly detection - not being monitored
+- Discrepancy tracking - adds complexity
+
+---
+
+## Goals
+
+### Primary Goals
+1. **Remove broken scheduled reconciliation** - Stop nightly job errors
+2. **Keep real-time updates working** - Maintain event-driven timesheet updates
+3. **Ensure accurate daily metrics** - Timesheets reflect agent activity in real-time
+4. **Simplify codebase** - Remove 1000+ lines of unused/broken code
+
+### Secondary Goals
+1. **Improve performance** - Remove unnecessary database writes
+2. **Better maintainability** - Simpler system = easier to debug
+3. **Preserve historical data** - Keep existing timesheet data intact
+
+---
+
+## Architecture Changes
+
+### Before (Current - Broken)
+```
+Event (assignment/expense) 
+  → Real-time update (✅ works)
+  → Timesheet updated immediately
+  
+Scheduled Job (10 PM)
+  → Batch reconciliation (❌ fails)
+  → Validation & anomaly detection
+  → Update reconciliation_runs table
+  → Fail with dict adaptation error
+```
+
+### After (Proposed - Simplified)
+```
+Event (assignment/expense)
+  → Real-time update (✅ enhanced)
+  → Timesheet updated immediately
+  → Done! No batch job needed.
+```
+
+---
+
+## Detailed Removal Plan
+
+### Phase 1: Code Removal (Safe, No Database Changes)
+
+#### 1.1 Remove Scheduled Job
+**File:** `src/app/tasks/scheduler.py`
+
+**Remove:**
+- `run_daily_validation()` function
+- `validate_all_projects()` function
+- Scheduler job registration for reconciliation
+- Keep: Scheduler infrastructure (may be used for other jobs)
+
+**Impact:** Stops nightly errors, no more failed reconciliation runs
+
+---
+
+#### 1.2 Remove Reconciliation Service Calls
+**Files to modify:**
+- `src/app/api/v1/ticket_assignments.py` (3 locations)
+- `src/app/api/v1/ticket_completion.py` (1 location)
+- `src/app/api/v1/ticket_expenses.py` (3 locations)
+
+**Strategy:** 
+- **Option A (Recommended):** Keep the calls but make them simpler
+  - Replace complex `ReconciliationService.update_user_timesheet_realtime()` 
+  - With direct timesheet update logic (see Phase 3)
+  
+- **Option B:** Remove calls entirely
+  - Only if we decide timesheets aren't needed
+  - Not recommended - timesheets are useful for reporting
+
+**Decision:** Go with Option A - keep real-time updates, simplify implementation
+
+---
+
+#### 1.3 Delete Reconciliation Service Files
+**Files to delete:**
+```
+src/app/services/reconciliation/
+├── __init__.py
+├── reconciliation_service.py (500+ lines)
+├── anomaly_detector.py (150+ lines)
+└── models.py (80+ lines)
+
+src/app/api/endpoints/reconciliation.py (300+ lines)
+```
+
+**Impact:** Removes ~1000 lines of broken/unused code
+
+---
+
+#### 1.4 Remove API Router Registration
+**File:** `src/app/api/v1/router.py`
+
+**Remove:**
+```python
+from app.api.endpoints import reconciliation
+api_router.include_router(reconciliation.router, prefix="/reconciliation", tags=["Reconciliation"])
+```
+
+**Impact:** `/reconciliation` endpoints will 404 (check if frontend uses them)
+
+---
+
+### Phase 2: Database Cleanup (Requires Migration)
+
+#### 2.1 Tables to Drop
+```sql
+-- Audit tables (not used for reporting)
+DROP TABLE IF EXISTS timesheet_updates CASCADE;
+DROP TABLE IF EXISTS reconciliation_runs CASCADE;
+```
+
+**Data Loss:** Yes, but these tables aren't used for business logic
+**Backup Strategy:** Export to CSV before dropping (optional)
+
+---
+
+#### 2.2 Columns to Remove from Timesheets
+```sql
+ALTER TABLE timesheets 
+  DROP COLUMN IF EXISTS reconciliation_run_id,
+  DROP COLUMN IF EXISTS last_reconciled_at,
+  DROP COLUMN IF EXISTS update_source,
+  DROP COLUMN IF EXISTS last_realtime_update_at,
+  DROP COLUMN IF EXISTS last_validated_at,
+  DROP COLUMN IF EXISTS needs_review,
+  DROP COLUMN IF EXISTS discrepancy_notes,
+  DROP COLUMN IF EXISTS version;
+```
+
+**Keep these columns (useful for reporting):**
+- `total_expenses`
+- `approved_expenses`
+- `pending_expenses`
+- `rejected_expenses`
+- `expense_claims_count`
+- `tickets_assigned`
+- `tickets_completed`
+- `tickets_rejected`
+- `tickets_cancelled`
+- `tickets_rescheduled`
+
+---
+
+#### 2.3 Functions to Drop
+```sql
+DROP FUNCTION IF EXISTS log_timesheet_update CASCADE;
+DROP FUNCTION IF EXISTS increment_timesheet_version CASCADE;
+DROP FUNCTION IF EXISTS update_reconciliation_runs_updated_at CASCADE;
+```
+
+---
+
+#### 2.4 Indexes to Drop
+```sql
+-- Reconciliation-specific indexes
+DROP INDEX IF EXISTS idx_reconciliation_runs_project_date;
+DROP INDEX IF EXISTS idx_reconciliation_runs_status;
+DROP INDEX IF EXISTS idx_timesheets_reconciliation_run;
+DROP INDEX IF EXISTS idx_timesheets_realtime_updates;
+DROP INDEX IF EXISTS idx_timesheets_needs_review;
+-- ... (see migration file for complete list)
+```
+
+---
+
+### Phase 3: Implement Simplified Real-Time Updates
+
+#### 3.1 Create New Timesheet Update Service
+**File:** `src/app/services/timesheet_update_service.py` (NEW)
+
+**Purpose:** Simple, focused service for real-time timesheet updates
+
+**Core Function:**
+```python
+def update_timesheet_for_event(
+    db: Session,
+    user_id: UUID,
+    project_id: UUID,
+    work_date: date,
+    event_type: str  # 'assignment_created', 'ticket_completed', 'expense_approved', etc.
+) -> Optional[UUID]:
+    """
+    Update timesheet in real-time when an event occurs.
+    
+    Strategy:
+    1. Query current counts from source tables (assignments, expenses)
+    2. Upsert timesheet with fresh counts
+    3. Return timesheet ID
+    
+    No audit trail, no validation, no anomaly detection.
+    Just accurate, real-time counts.
+    """
+```
+
+**Key Features:**
+- ✅ Simple aggregation queries (no complex joins)
+- ✅ Idempotent (safe to call multiple times)
+- ✅ Fast (single query per update)
+- ✅ No external dependencies
+- ❌ No audit trail (not needed)
+- ❌ No anomaly detection (not monitored)
+- ❌ No validation (trust the data)
+
+---
+
+#### 3.2 Aggregation Queries
+
+**For Ticket Metrics:**
+```sql
+-- Count assignments for user on specific date
+SELECT 
+    COUNT(*) FILTER (WHERE action = 'assigned') as tickets_assigned,
+    COUNT(*) FILTER (WHERE action = 'accepted') as tickets_accepted,
+    COUNT(DISTINCT ticket_id) FILTER (WHERE ticket.status = 'completed' 
+        AND DATE(ticket.completed_at) = :work_date) as tickets_completed,
+    COUNT(*) FILTER (WHERE action = 'rejected') as tickets_rejected,
+    COUNT(*) FILTER (WHERE action = 'dropped') as tickets_cancelled
+FROM ticket_assignments ta
+JOIN tickets t ON ta.ticket_id = t.id
+WHERE ta.user_id = :user_id
+  AND t.project_id = :project_id
+  AND DATE(ta.assigned_at) = :work_date
+  AND ta.deleted_at IS NULL
+```
+
+**For Expense Metrics:**
+```sql
+-- Sum expenses for user on specific date
+SELECT 
+    COALESCE(SUM(total_cost), 0) as total_expenses,
+    COALESCE(SUM(total_cost) FILTER (WHERE is_approved = TRUE), 0) as approved_expenses,
+    COALESCE(SUM(total_cost) FILTER (WHERE is_approved IS NULL OR is_approved = FALSE 
+        AND rejection_reason IS NULL), 0) as pending_expenses,
+    COALESCE(SUM(total_cost) FILTER (WHERE is_approved = FALSE 
+        AND rejection_reason IS NOT NULL), 0) as rejected_expenses,
+    COUNT(*) as expense_claims_count
+FROM ticket_expenses te
+JOIN ticket_assignments ta ON te.ticket_assignment_id = ta.id
+JOIN tickets t ON ta.ticket_id = t.id
+WHERE te.incurred_by_user_id = :user_id
+  AND t.project_id = :project_id
+  AND te.expense_date = :work_date
+  AND te.deleted_at IS NULL
+```
+
+**Upsert Timesheet:**
+```sql
+INSERT INTO timesheets (
+    user_id, project_id, work_date,
+    tickets_assigned, tickets_completed, tickets_rejected, tickets_cancelled,
+    total_expenses, approved_expenses, pending_expenses, rejected_expenses,
+    expense_claims_count,
+    status, created_at, updated_at
+) VALUES (
+    :user_id, :project_id, :work_date,
+    :tickets_assigned, :tickets_completed, :tickets_rejected, :tickets_cancelled,
+    :total_expenses, :approved_expenses, :pending_expenses, :rejected_expenses,
+    :expense_claims_count,
+    'present', NOW(), NOW()
+)
+ON CONFLICT (user_id, work_date) WHERE deleted_at IS NULL
+DO UPDATE SET
+    tickets_assigned = EXCLUDED.tickets_assigned,
+    tickets_completed = EXCLUDED.tickets_completed,
+    tickets_rejected = EXCLUDED.tickets_rejected,
+    tickets_cancelled = EXCLUDED.tickets_cancelled,
+    total_expenses = EXCLUDED.total_expenses,
+    approved_expenses = EXCLUDED.approved_expenses,
+    pending_expenses = EXCLUDED.pending_expenses,
+    rejected_expenses = EXCLUDED.rejected_expenses,
+    expense_claims_count = EXCLUDED.expense_claims_count,
+    updated_at = NOW()
+RETURNING id;
+```
+
+---
+
+#### 3.3 Integration Points
+
+**Replace existing calls:**
+
+**Before:**
+```python
+from app.services.reconciliation.reconciliation_service import ReconciliationService
+
+reconciliation_service = ReconciliationService(db)
+reconciliation_service.update_user_timesheet_realtime(
+    user_id=user_id,
+    project_id=project_id,
+    work_date=date.today(),
+    trigger_type='assignment_created',
+    trigger_entity_type='ticket_assignment',
+    trigger_entity_id=assignment.id
+)
+```
+
+**After:**
+```python
+from app.services.timesheet_update_service import update_timesheet_for_event
+
+update_timesheet_for_event(
+    db=db,
+    user_id=user_id,
+    project_id=project_id,
+    work_date=date.today(),
+    event_type='assignment_created'
+)
+```
+
+**Simpler, cleaner, no unnecessary parameters.**
+
+---
+
+### Phase 4: Testing & Validation
+
+#### 4.1 Unit Tests
+**File:** `tests/unit/test_timesheet_update_service.py` (NEW)
+
+**Test Cases:**
+1. ✅ Create new timesheet when none exists
+2. ✅ Update existing timesheet with new counts
+3. ✅ Handle multiple events on same day (idempotent)
+4. ✅ Correctly aggregate ticket counts
+5. ✅ Correctly aggregate expense amounts
+6. ✅ Handle edge cases (no assignments, no expenses)
+
+---
+
+#### 4.2 Integration Tests
+**File:** `tests/integration/test_timesheet_realtime_updates.py` (NEW)
+
+**Test Scenarios:**
+1. ✅ Create assignment → Timesheet updated
+2. ✅ Complete ticket → Timesheet updated
+3. ✅ Create expense → Timesheet updated
+4. ✅ Approve expense → Timesheet updated
+5. ✅ Multiple events same day → Counts accurate
+6. ✅ Events on different days → Separate timesheets
+
+---
+
+#### 4.3 Manual Testing Checklist
+
+**Pre-Deployment:**
+- [ ] Create test project with test agents
+- [ ] Assign tickets to agents
+- [ ] Complete tickets
+- [ ] Create expenses
+- [ ] Approve/reject expenses
+- [ ] Verify timesheet counts match actual activity
+- [ ] Check timesheet API endpoints return correct data
+- [ ] Verify payroll calculations use timesheet data correctly
+
+**Post-Deployment:**
+- [ ] Monitor error logs for 24 hours
+- [ ] Verify no reconciliation errors at 10 PM
+- [ ] Spot-check timesheet accuracy for 5-10 agents
+- [ ] Verify reports still work (if they use timesheet data)
+
+---
+
+## Risk Assessment
+
+### High Risk ⚠️
+**Risk:** Timesheet counts become inaccurate  
+**Mitigation:** 
+- Thorough testing before deployment
+- Keep aggregation queries simple and correct
+- Add logging to track update failures
+
+**Risk:** Reports break if they depend on reconciliation tables  
+**Mitigation:**
+- Search codebase for references to `reconciliation_runs`
+- Check frontend for `/reconciliation` API calls
+- Update or remove dependent features
+
+---
+
+### Medium Risk ⚠️
+**Risk:** Database migration fails  
+**Mitigation:**
+- Test migration on staging first
+- Backup database before migration
+- Have rollback plan ready
+
+**Risk:** Performance issues with real-time updates  
+**Mitigation:**
+- Aggregation queries are simple and indexed
+- Updates happen async (don't block main request)
+- Monitor query performance
+
+---
+
+### Low Risk ✅
+**Risk:** Losing historical reconciliation data  
+**Impact:** Low - data wasn't being used for business logic  
+**Mitigation:** Export to CSV before dropping tables (optional)
+
+---
+
+## Implementation Checklist
+
+### Pre-Implementation
+- [ ] Review this plan with team
+- [ ] Identify any reports/features that use reconciliation data
+- [ ] Check frontend for `/reconciliation` API usage
+- [ ] Backup production database
+- [ ] Test migration on staging environment
+
+---
+
+### Phase 1: Code Removal (Day 1)
+- [ ] Remove scheduled job from `scheduler.py`
+- [ ] Delete `src/app/services/reconciliation/` directory
+- [ ] Delete `src/app/api/endpoints/reconciliation.py`
+- [ ] Remove reconciliation router from `router.py`
+- [ ] Commit: "Remove broken reconciliation service"
+
+---
+
+### Phase 2: Create New Service (Day 1-2)
+- [ ] Create `src/app/services/timesheet_update_service.py`
+- [ ] Implement `update_timesheet_for_event()` function
+- [ ] Write unit tests
+- [ ] Test aggregation queries manually
+- [ ] Commit: "Add simplified timesheet update service"
+
+---
+
+### Phase 3: Replace Integration Points (Day 2)
+- [ ] Update `ticket_assignments.py` (3 locations)
+- [ ] Update `ticket_completion.py` (1 location)
+- [ ] Update `ticket_expenses.py` (3 locations)
+- [ ] Add error handling and logging
+- [ ] Write integration tests
+- [ ] Commit: "Replace reconciliation calls with direct updates"
+
+---
+
+### Phase 4: Database Migration (Day 2-3)
+- [ ] Create Alembic migration
+- [ ] Test migration on local database
+- [ ] Test migration on staging database
+- [ ] Verify timesheets still work after migration
+- [ ] Commit: "Remove reconciliation database tables"
+
+---
+
+### Phase 5: Testing & Deployment (Day 3)
+- [ ] Run full test suite
+- [ ] Manual testing on staging
+- [ ] Code review
+- [ ] Deploy to production
+- [ ] Monitor for 24 hours
+- [ ] Verify no errors at 10 PM (old job time)
+
+---
+
+## Rollback Plan
+
+### If Issues Arise Post-Deployment
+
+**Scenario 1: Timesheet updates fail**
+- Revert code changes (git revert)
+- Redeploy previous version
+- Investigate and fix issues
+
+**Scenario 2: Reports break**
+- Identify which reports are affected
+- Update reports to use timesheet data directly
+- Or temporarily restore reconciliation tables (from backup)
+
+**Scenario 3: Database migration issues**
+- Restore database from backup
+- Fix migration script
+- Re-test on staging
+
+---
+
+## Success Criteria
+
+### Must Have ✅
+1. No more reconciliation errors in logs
+2. Timesheets update in real-time when events occur
+3. Timesheet counts are accurate (match actual activity)
+4. All existing reports still work
+5. No performance degradation
+
+### Nice to Have 🎯
+1. Faster response times (less database overhead)
+2. Simpler codebase (easier to maintain)
+3. Better error messages if updates fail
+4. Monitoring dashboard for timesheet accuracy
+
+---
+
+## Timeline
+
+**Total Estimated Time:** 4-6 hours (1 developer)
+
+| Phase | Duration | Dependencies |
+|-------|----------|--------------|
+| Planning & Review | 1 hour | This document |
+| Code Removal | 1 hour | None |
+| New Service Implementation | 2 hours | Code removal |
+| Integration & Testing | 1-2 hours | New service |
+| Database Migration | 30 min | Testing complete |
+| Deployment & Monitoring | 30 min | All above |
+
+**Recommended Schedule:**
+- **Day 1 Morning:** Planning, code removal, start new service
+- **Day 1 Afternoon:** Finish new service, write tests
+- **Day 2 Morning:** Integration, testing, migration
+- **Day 2 Afternoon:** Deploy to staging, final testing
+- **Day 3 Morning:** Deploy to production, monitor
+
+---
+
+## Questions to Answer Before Starting
+
+1. **Are there any reports that query `reconciliation_runs` table?**
+   - Search codebase for table references
+   - Check analytics/dashboard queries
+
+2. **Does the frontend use `/reconciliation` API endpoints?**
+   - Search frontend code for `/reconciliation`
+   - Check network tab in browser dev tools
+
+3. **Do we need to preserve reconciliation historical data?**
+   - Export to CSV before dropping tables?
+   - Or just drop and move on?
+
+4. **Are timesheets used for payroll calculations?**
+   - If yes, ensure accuracy is critical
+   - Add extra validation/testing
+
+5. **Do we want to add any new features while refactoring?**
+   - Better error handling?
+   - Monitoring/alerting?
+   - Performance metrics?
+
+---
+
+## Next Steps
+
+1. **Review this plan** - Team discussion, get buy-in
+2. **Answer questions above** - Clarify requirements
+3. **Set timeline** - When to start, who's doing it
+4. **Create tasks** - Break into smaller tickets if needed
+5. **Start implementation** - Follow checklist above
+
+---
+
+## Notes & Considerations
+
+### Why This Approach?
+- **Pragmatic:** Fix what's broken, keep what works
+- **Low risk:** Incremental changes, easy to rollback
+- **Maintainable:** Simpler code = fewer bugs
+- **Accurate:** Real-time updates are more accurate than batch
+
+### Alternative Approaches Considered
+
+**Option 1: Fix the reconciliation service**
+- ❌ More complex
+- ❌ Still have redundant scheduled job
+- ❌ Doesn't solve root issue (unnecessary complexity)
+
+**Option 2: Remove all timesheet updates**
+- ❌ Lose valuable reporting data
+- ❌ Payroll calculations may break
+- ❌ Can't track agent performance
+
+**Option 3: Keep both real-time and scheduled**
+- ❌ Redundant
+- ❌ More maintenance burden
+- ❌ Scheduled job still broken
+
+**Selected: Remove scheduled, enhance real-time** ✅
+- ✅ Simplest solution
+- ✅ Keeps what works
+- ✅ Removes what's broken
+- ✅ Maintains functionality
+
+---
+
+## References
+
+**Related Files:**
+- Current implementation: `src/app/services/reconciliation/reconciliation_service.py`
+- Scheduler: `src/app/tasks/scheduler.py`
+- Migrations: `supabase/migrations/20241209_add_reconciliation_system.sql`
+- Error log: `docs/devlogs/server/runtimeerror.txt`
+
+**Related Documentation:**
+- Timesheet model: `src/app/models/timesheet.py`
+- Ticket assignments: `src/app/api/v1/ticket_assignments.py`
+- Ticket expenses: `src/app/api/v1/ticket_expenses.py`
+
+---
+
+**Document Version:** 1.0  
+**Last Updated:** 2025-12-11  
+**Author:** System Architect  
+**Status:** Ready for Review

docs/features/reconciliation-system-analysis.md

@@ -0,0 +1,266 @@
+# Reconciliation System Analysis
+
+**Status:** For Future Reference  
+**Created:** 2025-12-12  
+**Purpose:** Document current reconciliation system before removal for MVP
+
+---
+
+## Executive Summary
+
+The reconciliation system has **two components**:
+1. **Real-time updates** (✅ Working) - Updates timesheets immediately when events occur
+2. **Scheduled validation** (❌ Broken) - Nightly batch job at 10 PM that fails with PostgreSQL errors
+
+**Decision:** Remove scheduled job for MVP, keep real-time updates. May reintroduce background jobs post-MVP.
+
+---
+
+## System Architecture
+
+### Components
+
+**1. Reconciliation Service** (`src/app/services/reconciliation/`)
+- `reconciliation_service.py` (~500 lines) - Main service with batch + real-time logic
+- `anomaly_detector.py` (~150 lines) - Detects suspicious patterns
+- `models.py` (~65 lines) - Pydantic models
+- `__init__.py` - Package exports
+
+**2. Scheduled Job** (`src/app/tasks/scheduler.py`)
+- Runs daily at 10 PM (Africa/Nairobi timezone)
+- Calls `ReconciliationService.reconcile_project_day()` for all active projects
+- Initialized in `main.py` startup event
+
+**3. API Endpoints** (`src/app/api/endpoints/reconciliation.py`)
+- `POST /reconciliation/run` - Manual trigger
+- `GET /reconciliation/status/{run_id}` - Check run status
+- `GET /reconciliation/report/{project_id}` - Daily report
+- Registered in `src/app/api/v1/router.py`
+
+**4. Database Tables**
+- `reconciliation_runs` - Audit trail of batch jobs (JSONB columns cause errors)
+- `timesheet_updates` - Audit trail of real-time updates
+- `timesheets` - Daily agent activity snapshots (has reconciliation columns)
+
+**5. Integration Points** (Real-time updates)
+- `src/app/api/v1/ticket_assignments.py` - 3 locations (assign, self-assign, complete)
+- `src/app/api/v1/ticket_completion.py` - 1 location (ticket completed)
+- `src/app/api/v1/ticket_expenses.py` - 3 locations (create, approve, bulk approve)
+
+---
+
+## What Works ✅
+
+### Real-Time Timesheet Updates
+- **Trigger:** Events fire immediately (assignment created, ticket completed, expense approved)
+- **Method:** `ReconciliationService.update_user_timesheet_realtime()`
+- **Behavior:** 
+  - Aggregates current counts from source tables
+  - Upserts timesheet with fresh data
+  - Wrapped in try/except - failures don't block main operations
+- **Performance:** Fast, happens inline with user actions
+- **Reliability:** Works well, no reported issues
+
+### Data Aggregation Logic
+- Single efficient SQL query aggregates all agent activity
+- Handles multiple assignments per ticket correctly
+- Properly attributes work to correct dates
+- Uses proper indexes for performance
+
+---
+
+## What's Broken ❌
+
+### Scheduled Validation Job (10 PM Daily)
+**Error:** `psycopg2.ProgrammingError: can't adapt type 'dict'`
+
+**Root Cause:** 
+- Line 482 in `reconciliation_service.py` - `_complete_run()` method
+- Tries to save Python dict to JSONB column without proper serialization
+- Parameters `summary_stats` and `anomalies` are dicts, not JSON strings
+
+**Impact:**
+- Job fails every night at 10 PM
+- Creates failed `reconciliation_runs` records
+- Logs filled with error traces
+- No actual functionality loss (real-time updates still work)
+
+**Why It Exists:**
+- Safety net to validate real-time updates
+- Find orphaned records (activity without timesheet)
+- Detect discrepancies
+- Anomaly detection
+
+**Why It's Unnecessary:**
+- Real-time updates already work (99% coverage)
+- No monitoring of anomaly detection results
+- Audit tables (`reconciliation_runs`, `timesheet_updates`) not used for business logic
+- Adds complexity without value
+
+---
+
+## Good Design Decisions 👍
+
+1. **Separation of Concerns**
+   - Real-time updates separate from batch validation
+   - Service layer properly encapsulates business logic
+   - Clear integration points in API endpoints
+
+2. **Fail-Safe Real-Time Updates**
+   - Wrapped in try/except blocks
+   - Don't block user operations if timesheet update fails
+   - Logged for debugging
+
+3. **Idempotent Batch Processing**
+   - Safe to re-run multiple times
+   - Uses upsert (INSERT ... ON CONFLICT)
+   - Prevents concurrent runs with unique index
+
+4. **Comprehensive Aggregation**
+   - Single query for all metrics (efficient)
+   - Handles edge cases (multiple assignments, cross-day activities)
+   - Proper date attribution
+
+5. **Audit Trail**
+   - Tracks all reconciliation runs
+   - Records what changed and why
+   - Useful for debugging (if anyone looked at it)
+
+---
+
+## Bad Design Decisions 👎
+
+1. **Over-Engineering**
+   - 1000+ lines of code for a "safety net" that's not monitored
+   - Anomaly detection that nobody reviews
+   - Audit tables that nobody queries
+   - Scheduled job that duplicates real-time work
+
+2. **JSONB Serialization Bug**
+   - Passing Python dicts directly to SQL without json.dumps()
+   - Should have been caught in testing
+   - Indicates lack of integration tests for scheduled job
+
+3. **Tight Coupling**
+   - ReconciliationService handles both real-time AND batch
+   - Should be two separate services
+   - Hard to remove one without affecting the other
+
+4. **No Monitoring**
+   - Anomaly detection runs but results ignored
+   - Failed reconciliation runs logged but not alerted
+   - No dashboard showing reconciliation health
+
+5. **Redundant Validation**
+   - Scheduled job re-validates what real-time already did
+   - If real-time is accurate, scheduled job is waste
+   - If real-time is broken, scheduled job won't fix it
+
+---
+
+## Integration Points Summary
+
+### Files That Import ReconciliationService
+
+1. **src/app/api/v1/ticket_assignments.py**
+   - Line 23: Import
+   - Line 105: Assignment created
+   - Line 293: Self-assignment
+   - Line 598: Assignment completed
+
+2. **src/app/api/v1/ticket_expenses.py**
+   - Line 29: Import
+   - Line 197: Expense created
+   - Line 320: Expense approved/rejected
+   - Line 914: Bulk expense approval
+
+3. **src/app/api/v1/ticket_completion.py**
+   - Line 282: Import
+   - Line 286: Ticket completed
+
+4. **src/app/tasks/scheduler.py**
+   - Line 101: Import
+   - Line 128: Scheduled validation
+
+5. **src/app/api/endpoints/reconciliation.py**
+   - Line 16: Import
+   - Line 56: Manual reconciliation trigger
+
+### Database Dependencies
+
+**Tables:**
+- `reconciliation_runs` - Can be dropped
+- `timesheet_updates` - Can be dropped
+- `timesheets` - Keep (core data), remove reconciliation columns
+
+**Columns to Remove from Timesheets:**
+- `reconciliation_run_id`
+- `last_reconciled_at`
+- `update_source`
+- `last_realtime_update_at`
+- `last_validated_at`
+- `needs_review`
+- `discrepancy_notes`
+- `version`
+
+**Columns to Keep in Timesheets:**
+- All ticket metrics (tickets_assigned, tickets_completed, etc.)
+- All expense metrics (total_expenses, approved_expenses, etc.)
+- Time tracking (check_in_time, check_out_time, hours_worked)
+- Payroll linkage (is_payroll_generated, payroll_id)
+
+---
+
+## Lessons for Future Background Jobs
+
+### Do's ✅
+- Keep background jobs simple and focused
+- Monitor job execution and alert on failures
+- Make jobs idempotent (safe to retry)
+- Use proper serialization for JSONB columns (json.dumps())
+- Write integration tests for scheduled jobs
+- Separate real-time and batch logic into different services
+
+### Don'ts ❌
+- Don't create audit trails nobody uses
+- Don't add "safety nets" without monitoring them
+- Don't duplicate work already done in real-time
+- Don't tightly couple real-time and batch processing
+- Don't add complexity without clear business value
+- Don't skip testing scheduled jobs
+
+---
+
+## Removal Impact Assessment
+
+### Low Risk ✅
+- Removing scheduled job (it's broken anyway)
+- Dropping audit tables (not used for business logic)
+- Removing reconciliation API endpoints (likely unused by frontend)
+
+### Medium Risk ⚠️
+- Removing real-time update calls (need to replace with simpler logic)
+- Database migration to drop tables/columns
+
+### High Risk 🚨
+- None - real-time updates can be replaced with simpler direct timesheet updates
+
+---
+
+## Recommendation
+
+**For MVP:** Remove entire reconciliation system, replace with simple direct timesheet updates.
+
+**Post-MVP:** If background jobs needed, design them properly:
+- Separate service for batch processing
+- Proper monitoring and alerting
+- Clear business value (not just "safety net")
+- Integration tests before deployment
+- Simple, focused functionality
+
+---
+
+**Document Version:** 1.0  
+**Last Updated:** 2025-12-12  
+**Status:** Reference for future development
+

src/app/api/endpoints/reconciliation.py

@@ -1,320 +0,0 @@
-"""
-Reconciliation API Endpoints
-
-Provides manual control over reconciliation process.
-"""
-
-from fastapi import APIRouter, Depends, HTTPException, Query, status
-from sqlalchemy.orm import Session
-from sqlalchemy import text
-from datetime import date, timedelta
-from typing import Optional, List
-from uuid import UUID
-
-from app.api.deps import get_db, get_current_active_user
-from app.models.user import User
-from app.services.reconciliation import (
-    ReconciliationService,
-    ReconciliationError,
-    ConcurrentRunError
-)
-from app.services.reconciliation.models import (
-    ReconciliationRunCreate,
-    ReconciliationRunResponse,
-    DailyReportResponse
-)
-
-router = APIRouter(prefix="/reconciliation", tags=["reconciliation"])
-
-
-@router.post("/run", status_code=status.HTTP_200_OK)
-async def trigger_reconciliation(
-    project_id: UUID,
-    target_date: Optional[date] = None,
-    user_ids: Optional[List[UUID]] = None,
-    db: Session = Depends(get_db),
-    current_user: User = Depends(get_current_active_user)
-):
-    """
-    Manually trigger reconciliation for a project/date.
-    
-    - **project_id**: Project to reconcile
-    - **target_date**: Date to reconcile (defaults to yesterday)
-    - **user_ids**: Optional list of specific users (for partial reconciliation)
-    
-    Returns reconciliation run ID.
-    """
-    # Default to yesterday if not specified
-    if target_date is None:
-        target_date = date.today() - timedelta(days=1)
-    
-    # Validate permissions (user must be PM, dispatcher, or admin)
-    if current_user.role not in ["project_manager", "dispatcher", "platform_admin"]:
-        raise HTTPException(status_code=403, detail="Insufficient permissions")
-    
-    try:
-        service = ReconciliationService(db)
-        run_id = service.reconcile_project_day(
-            project_id=project_id,
-            target_date=target_date,
-            user_ids=user_ids,
-            triggered_by=current_user.id,
-            run_type="manual" if not user_ids else "partial"
-        )
-        
-        return {
-            "status": "success",
-            "run_id": str(run_id),
-            "message": f"Reconciliation started for {target_date}",
-            "project_id": str(project_id),
-            "target_date": str(target_date)
-        }
-        
-    except ConcurrentRunError as e:
-        raise HTTPException(status_code=status.HTTP_409_CONFLICT, detail=str(e))
-    except ReconciliationError as e:
-        raise HTTPException(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=str(e))
-
-
-@router.get("/status/{run_id}", response_model=ReconciliationRunResponse)
-async def get_reconciliation_status(
-    run_id: UUID,
-    db: Session = Depends(get_db),
-    current_user: User = Depends(get_current_active_user)
-):
-    """
-    Get status of a reconciliation run.
-    
-    Returns run details including progress, results, and any errors.
-    """
-    
-    query = text("""
-        SELECT 
-            id, project_id, reconciliation_date, run_type,
-            started_at, completed_at, status,
-            agents_processed, timesheets_created, timesheets_updated,
-            execution_time_ms, summary_stats, anomalies_detected,
-            error_message
-        FROM reconciliation_runs
-        WHERE id = :run_id
-          AND deleted_at IS NULL
-    """)
-    
-    result = db.execute(query, {"run_id": str(run_id)})
-    run = result.fetchone()
-    
-    if not run:
-        raise HTTPException(
-            status_code=status.HTTP_404_NOT_FOUND,
-            detail="Reconciliation run not found"
-        )
-    
-    return ReconciliationRunResponse(
-        id=run.id,
-        project_id=run.project_id,
-        reconciliation_date=run.reconciliation_date,
-        run_type=run.run_type,
-        status=run.status,
-        started_at=run.started_at,
-        completed_at=run.completed_at,
-        agents_processed=run.agents_processed,
-        timesheets_created=run.timesheets_created,
-        timesheets_updated=run.timesheets_updated,
-        execution_time_ms=run.execution_time_ms,
-        summary_stats=run.summary_stats,
-        anomalies_detected=run.anomalies_detected,
-        error_message=run.error_message
-    )
-
-
-@router.get("/report/{project_id}")
-async def get_daily_report(
-    project_id: UUID,
-    target_date: Optional[date] = Query(default=None),
-    db: Session = Depends(get_db),
-    current_user: User = Depends(get_current_active_user)
-):
-    """
-    Get daily reconciliation report for a project.
-    
-    Returns summary statistics and agent-level details.
-    """
-    if target_date is None:
-        target_date = date.today() - timedelta(days=1)
-    
-    # Get latest reconciliation run for this project/date
-    run_query = text("""
-        SELECT 
-            id, status, completed_at, summary_stats, anomalies_detected
-        FROM reconciliation_runs
-        WHERE project_id = :project_id
-          AND reconciliation_date = :target_date
-          AND deleted_at IS NULL
-        ORDER BY started_at DESC
-        LIMIT 1
-    """)
-    
-    result = db.execute(run_query, {
-        "project_id": str(project_id),
-        "target_date": target_date
-    })
-    run = result.fetchone()
-    
-    if not run:
-        raise HTTPException(
-            status_code=status.HTTP_404_NOT_FOUND,
-            detail=f"No reconciliation found for {target_date}"
-        )
-    
-    # Get agent-level details from timesheets
-    timesheets_query = text("""
-        SELECT 
-            u.id as user_id,
-            u.name as user_name,
-            u.role as user_role,
-            t.tickets_assigned,
-            t.tickets_completed,
-            t.tickets_rejected,
-            t.tickets_cancelled,
-            t.total_expenses,
-            t.approved_expenses,
-            t.pending_expenses
-        FROM timesheets t
-        JOIN users u ON t.user_id = u.id
-        WHERE t.project_id = :project_id
-          AND t.work_date = :target_date
-          AND t.reconciliation_run_id = :run_id
-          AND t.deleted_at IS NULL
-        ORDER BY t.tickets_completed DESC
-    """)
-    
-    result = db.execute(timesheets_query, {
-        "project_id": str(project_id),
-        "target_date": target_date,
-        "run_id": str(run.id)
-    })
-    agents = [dict(row._mapping) for row in result.fetchall()]
-    
-    return {
-        "project_id": str(project_id),
-        "date": str(target_date),
-        "reconciliation_status": run.status,
-        "reconciled_at": run.completed_at,
-        "summary": run.summary_stats or {},
-        "anomalies": run.anomalies_detected or [],
-        "agents": agents
-    }
-
-
-@router.get("/history/{project_id}")
-async def get_reconciliation_history(
-    project_id: UUID,
-    limit: int = Query(default=30, le=90),
-    db: Session = Depends(get_db),
-    current_user: User = Depends(get_current_active_user)
-):
-    """
-    Get reconciliation history for a project.
-    
-    Returns list of recent reconciliation runs.
-    """
-    
-    query = text("""
-        SELECT 
-            id, reconciliation_date, run_type, status,
-            started_at, completed_at, execution_time_ms,
-            agents_processed, timesheets_created, timesheets_updated
-        FROM reconciliation_runs
-        WHERE project_id = :project_id
-          AND deleted_at IS NULL
-        ORDER BY reconciliation_date DESC, started_at DESC
-        LIMIT :limit
-    """)
-    
-    result = db.execute(query, {
-        "project_id": str(project_id),
-        "limit": limit
-    })
-    
-    runs = [dict(row._mapping) for row in result.fetchall()]
-    
-    return {
-        "project_id": str(project_id),
-        "total_runs": len(runs),
-        "runs": runs
-    }
-
-
-@router.get("/anomalies/{project_id}")
-async def get_project_anomalies(
-    project_id: UUID,
-    start_date: Optional[date] = Query(default=None),
-    end_date: Optional[date] = Query(default=None),
-    severity: Optional[str] = Query(default=None, regex="^(info|low|medium|high|critical)$"),
-    db: Session = Depends(get_db),
-    current_user: User = Depends(get_current_active_user)
-):
-    """
-    Get anomalies detected for a project within a date range.
-    
-    Useful for identifying patterns and trends in agent behavior.
-    """
-    if start_date is None:
-        start_date = date.today() - timedelta(days=30)
-    if end_date is None:
-        end_date = date.today()
-    
-    query = text("""
-        SELECT 
-            reconciliation_date,
-            anomalies_detected,
-            summary_stats
-        FROM reconciliation_runs
-        WHERE project_id = :project_id
-          AND reconciliation_date BETWEEN :start_date AND :end_date
-          AND status = 'completed'
-          AND deleted_at IS NULL
-        ORDER BY reconciliation_date DESC
-    """)
-    
-    result = db.execute(query, {
-        "project_id": str(project_id),
-        "start_date": start_date,
-        "end_date": end_date
-    })
-    
-    runs = result.fetchall()
-    
-    # Aggregate anomalies
-    all_anomalies = []
-    for run in runs:
-        if run.anomalies_detected:
-            for anomaly in run.anomalies_detected:
-                anomaly["date"] = str(run.reconciliation_date)
-                if severity is None or anomaly.get("severity") == severity:
-                    all_anomalies.append(anomaly)
-    
-    # Group by type
-    anomaly_summary = {}
-    for anomaly in all_anomalies:
-        anom_type = anomaly.get("type", "unknown")
-        if anom_type not in anomaly_summary:
-            anomaly_summary[anom_type] = {
-                "count": 0,
-                "severity_distribution": {}
-            }
-        anomaly_summary[anom_type]["count"] += 1
-        sev = anomaly.get("severity", "unknown")
-        anomaly_summary[anom_type]["severity_distribution"][sev] = \
-            anomaly_summary[anom_type]["severity_distribution"].get(sev, 0) + 1
-    
-    return {
-        "project_id": str(project_id),
-        "date_range": {
-            "start": str(start_date),
-            "end": str(end_date)
-        },
-        "total_anomalies": len(all_anomalies),
-        "anomaly_summary": anomaly_summary,
-        "anomalies": all_anomalies[:100]  # Limit to 100 for performance
-    }

src/app/api/v1/router.py

@@ -9,7 +9,6 @@ from app.api.v1 import (
     ticket_assignments, ticket_completion, ticket_comments, ticket_expenses, incidents, contractor_invoices, notifications, map, export, public_tracking, public_hub_tracking,
     audit_logs, analytics, progress_reports, incident_reports, locations, invoice_generation, invoice_viewing
 )
-from app.api.endpoints import reconciliation
 
 api_router = APIRouter()
 
@@ -125,6 +124,3 @@ api_router.include_router(analytics.router, prefix="/analytics", tags=["Analytic
 
 # Locations (Geographic Reference Data - Public, No Auth Required)
 api_router.include_router(locations.router)
-
-# Reconciliation (Daily Agent Activity Aggregation - PM/Dispatcher/Admin Only)
-api_router.include_router(reconciliation.router, prefix="/reconciliation", tags=["Reconciliation"])

src/app/api/v1/ticket_assignments.py

@@ -20,7 +20,6 @@ from app.api.deps import get_db, get_current_user
 from app.models.user import User
 from app.models.enums import AppRole
 from app.services.ticket_assignment_service import TicketAssignmentService
-from app.services.reconciliation.reconciliation_service import ReconciliationService
 from app.schemas.ticket_assignment import (
     TicketAssignCreate,
     TicketAssignTeamCreate,
@@ -98,23 +97,7 @@ def assign_ticket(
     require_dispatcher_or_pm(current_user)
     service = TicketAssignmentService(db)
     assignment = service.assign_ticket(ticket_id, data.user_id, current_user.id, data)
-    
-    # Real-time reconciliation update
-    try:
-        from datetime import date
-        reconciliation_service = ReconciliationService(db)
-        reconciliation_service.update_user_timesheet_realtime(
-            user_id=data.user_id,
-            project_id=assignment.ticket.project_id,
-            work_date=date.today(),
-            trigger_type='assignment_created',
-            trigger_entity_type='ticket_assignment',
-            trigger_entity_id=assignment.id
-        )
-    except Exception as e:
-        # Don't fail the request if reconciliation fails
-        logger.warning(f"Real-time reconciliation failed: {str(e)}")
-    
+
     return assignment
 
 
@@ -286,22 +269,7 @@ def self_assign_ticket(
 ):
     service = TicketAssignmentService(db)
     assignment = service.self_assign_ticket(ticket_id, current_user.id, data)
-    
-    # Real-time reconciliation update
-    try:
-        from datetime import date
-        reconciliation_service = ReconciliationService(db)
-        reconciliation_service.update_user_timesheet_realtime(
-            user_id=current_user.id,
-            project_id=assignment.ticket.project_id,
-            work_date=date.today(),
-            trigger_type='self_assigned',
-            trigger_entity_type='ticket_assignment',
-            trigger_entity_id=assignment.id
-        )
-    except Exception as e:
-        logger.warning(f"Real-time reconciliation failed: {str(e)}")
-    
+
     return assignment
 
 
@@ -591,22 +559,7 @@ def complete_assignment(
 ):
     service = TicketAssignmentService(db)
     assignment = service.complete_assignment(assignment_id, current_user.id, data)
-    
-    # Real-time reconciliation update
-    try:
-        from datetime import date
-        reconciliation_service = ReconciliationService(db)
-        reconciliation_service.update_user_timesheet_realtime(
-            user_id=current_user.id,
-            project_id=assignment.ticket.project_id,
-            work_date=date.today(),
-            trigger_type='assignment_completed',
-            trigger_entity_type='ticket_assignment',
-            trigger_entity_id=assignment.id
-        )
-    except Exception as e:
-        logger.warning(f"Real-time reconciliation failed: {str(e)}")
-    
+
     return assignment
 
 

src/app/api/v1/ticket_completion.py

@@ -275,24 +275,5 @@ def complete_ticket(
         location_accuracy=request.location_accuracy,
         db=db
     )
-    
-    # Real-time reconciliation update
-    try:
-        from datetime import date
-        from app.services.reconciliation.reconciliation_service import ReconciliationService
-        import logging
-        
-        logger = logging.getLogger(__name__)
-        reconciliation_service = ReconciliationService(db)
-        reconciliation_service.update_user_timesheet_realtime(
-            user_id=current_user.id,
-            project_id=ticket.project_id,
-            work_date=date.today(),
-            trigger_type='ticket_completed',
-            trigger_entity_type='ticket',
-            trigger_entity_id=ticket.id
-        )
-    except Exception as e:
-        logger.warning(f"Real-time reconciliation failed: {str(e)}")
-    
+
     return result

src/app/api/v1/ticket_expenses.py

@@ -26,7 +26,6 @@ from app.api.deps import get_db, get_current_user
 from app.models.user import User
 from app.models.enums import AppRole
 from app.services.ticket_expense_service import TicketExpenseService
-from app.services.reconciliation.reconciliation_service import ReconciliationService
 from app.models.ticket_expense import TicketExpense
 from app.models.ticket import Ticket
 from app.schemas.ticket_expense import (
@@ -191,21 +190,7 @@ def create_expense(
         data=data,
         current_user=current_user
     )
-    
-    # Real-time reconciliation update
-    try:
-        reconciliation_service = ReconciliationService(db)
-        reconciliation_service.update_user_timesheet_realtime(
-            user_id=expense.incurred_by_user_id,
-            project_id=expense.ticket.project_id,
-            work_date=expense.expense_date,
-            trigger_type='expense_created',
-            trigger_entity_type='ticket_expense',
-            trigger_entity_id=expense.id
-        )
-    except Exception as e:
-        logger.warning(f"Real-time reconciliation failed: {str(e)}")
-    
+
     # Build response with user names
     response = TicketExpenseResponse.model_validate(expense)
     if expense.incurred_by_user:
@@ -314,22 +299,7 @@ def approve_expense(
         current_user=current_user,
         background_tasks=background_tasks
     )
-    
-    # Real-time reconciliation update
-    try:
-        reconciliation_service = ReconciliationService(db)
-        trigger_type = 'expense_approved' if data.is_approved else 'expense_rejected'
-        reconciliation_service.update_user_timesheet_realtime(
-            user_id=expense.incurred_by_user_id,
-            project_id=expense.ticket.project_id,
-            work_date=expense.expense_date,
-            trigger_type=trigger_type,
-            trigger_entity_type='ticket_expense',
-            trigger_entity_id=expense.id
-        )
-    except Exception as e:
-        logger.warning(f"Real-time reconciliation failed: {str(e)}")
-    
+
     response = TicketExpenseResponse.model_validate(expense)
     if expense.incurred_by_user:
         response.incurred_by_user_name = expense.incurred_by_user.name
@@ -909,23 +879,7 @@ def bulk_approve_expenses(
         current_user=current_user,
         background_tasks=background_tasks
     )
-    
-    # Real-time reconciliation update for each expense
-    reconciliation_service = ReconciliationService(db)
-    for expense in updated_expenses:
-        try:
-            trigger_type = 'expense_approved' if is_approved else 'expense_rejected'
-            reconciliation_service.update_user_timesheet_realtime(
-                user_id=expense.incurred_by_user_id,
-                project_id=expense.ticket.project_id,
-                work_date=expense.expense_date,
-                trigger_type=trigger_type,
-                trigger_entity_type='ticket_expense',
-                trigger_entity_id=expense.id
-            )
-        except Exception as e:
-            logger.error(f"Real-time reconciliation failed for expense {expense.id}: {str(e)}")
-    
+
     # Build responses
     expense_responses = []
     for expense in updated_expenses:

src/app/api/v1/timesheets.py

@@ -139,7 +139,7 @@ async def apply_for_leave(
     2. Timesheet created with status=on_leave/sick_leave
     3. leave_approved_by_user_id is NULL (pending approval)
     4. Manager approves via /approve-leave endpoint
-    5. Reconciliation job respects approved leave (won't mark as absent)
+    5. Approved leave is respected in attendance tracking
     
     **Response:**
     - Timesheet with requires_approval=True

src/app/main.py

@@ -40,8 +40,7 @@ async def startup_event():
     """Initialize the application on startup"""
     from app.core.database import engine, SessionLocal
     from sqlalchemy import text
-    from app.tasks import start_scheduler
-    
+
     logger.info("=" * 60)
     logger.info(f"🚀 {settings.APP_NAME} v1.0.0 | {settings.ENVIRONMENT.upper()}")
     logger.info("📊 Dashboard: Enabled")
@@ -119,15 +118,7 @@ async def startup_event():
         
     except Exception as e:
         logger.warning(f"   ⚠ External services check failed")
-    
-    # Start Reconciliation Scheduler
-    logger.info("⏰ Scheduler:")
-    try:
-        start_scheduler()
-        logger.info("   ✓ Daily reconciliation scheduler started (runs at midnight)")
-    except Exception as e:
-        logger.error(f"   ✗ Scheduler failed to start: {str(e)}")
-    
+
     logger.info("=" * 60)
     logger.info("✅ Startup complete | Ready to serve requests")
     logger.info("=" * 60)
@@ -136,15 +127,7 @@ async def startup_event():
 @app.on_event("shutdown")
 async def shutdown_event():
     """Cleanup on application shutdown"""
-    from app.tasks import shutdown_scheduler
-    
     logger.info("Shutting down application...")
-    try:
-        shutdown_scheduler()
-        logger.info("✓ Scheduler stopped")
-    except Exception as e:
-        logger.error(f"Error stopping scheduler: {str(e)}")
-    
     logger.info("Shutdown complete")
 
 # Mount static files

src/app/services/reconciliation/__init__.py

@@ -1,15 +0,0 @@
-"""
-Daily Reconciliation Service Package
-
-Handles aggregation of field agent activity into timesheet records.
-"""
-
-from .reconciliation_service import ReconciliationService, ReconciliationError, ConcurrentRunError
-from .anomaly_detector import AnomalyDetector
-
-__all__ = [
-    "ReconciliationService",
-    "ReconciliationError",
-    "ConcurrentRunError",
-    "AnomalyDetector"
-]

src/app/services/reconciliation/anomaly_detector.py

@@ -1,140 +0,0 @@
-"""
-Anomaly Detection for Reconciliation
-
-Detects suspicious patterns in field agent activity.
-"""
-
-from typing import List, Dict, Any
-from statistics import mean, stdev
-import logging
-
-logger = logging.getLogger(__name__)
-
-
-class AnomalyDetector:
-    """Detects anomalies in agent activity data."""
-    
-    def detect(self, agent_stats: List[Dict[str, Any]]) -> List[Dict[str, Any]]:
-        """
-        Detect anomalies across all agents.
-        
-        Args:
-            agent_stats: List of agent statistics dictionaries
-        
-        Returns:
-            List of anomaly records with:
-            - type: Anomaly category
-            - user_id: Affected agent
-            - severity: 'low', 'medium', 'high', 'critical'
-            - details: Human-readable description
-        """
-        if not agent_stats:
-            return []
-        
-        anomalies = []
-        
-        try:
-            # Calculate baseline statistics
-            completed_counts = [s["tickets_completed"] for s in agent_stats]
-            expense_totals = [float(s["total_expenses"]) for s in agent_stats]
-            
-            avg_completed = mean(completed_counts) if completed_counts else 0
-            std_completed = stdev(completed_counts) if len(completed_counts) > 1 else 0
-            avg_expenses = mean(expense_totals) if expense_totals else 0
-            std_expenses = stdev(expense_totals) if len(expense_totals) > 1 else 0
-            
-            for stats in agent_stats:
-                user_id = str(stats["user_id"])
-                
-                # Anomaly 1: Expenses without completed tickets
-                if stats["total_expenses"] > 0 and stats["tickets_completed"] == 0:
-                    anomalies.append({
-                        "type": "expenses_without_completion",
-                        "user_id": user_id,
-                        "severity": "medium",
-                        "details": (
-                            f"Agent has {stats['expense_claims_count']} expense claims "
-                            f"totaling {stats['total_expenses']:.2f} but completed 0 tickets"
-                        )
-                    })
-                
-                # Anomaly 2: Unusually high productivity (>2 std deviations)
-                if std_completed > 0 and avg_completed > 0:
-                    z_score = (stats["tickets_completed"] - avg_completed) / std_completed
-                    if z_score > 2:
-                        anomalies.append({
-                            "type": "high_productivity",
-                            "user_id": user_id,
-                            "severity": "info",
-                            "details": (
-                                f"Agent completed {stats['tickets_completed']} tickets "
-                                f"(avg: {avg_completed:.1f}, z-score: {z_score:.2f})"
-                            )
-                        })
-                
-                # Anomaly 3: High rejection rate (>50%)
-                if stats["tickets_assigned"] > 0:
-                    rejection_rate = stats["tickets_rejected"] / stats["tickets_assigned"]
-                    if rejection_rate > 0.5:
-                        anomalies.append({
-                            "type": "high_rejection_rate",
-                            "user_id": user_id,
-                            "severity": "high",
-                            "details": (
-                                f"Agent rejected {stats['tickets_rejected']} of "
-                                f"{stats['tickets_assigned']} assigned tickets "
-                                f"({rejection_rate*100:.0f}%)"
-                            )
-                        })
-                
-                # Anomaly 4: Unusually high expenses (>3 std deviations)
-                if std_expenses > 0 and avg_expenses > 0:
-                    z_score = (float(stats["total_expenses"]) - avg_expenses) / std_expenses
-                    if z_score > 3:
-                        anomalies.append({
-                            "type": "high_expenses",
-                            "user_id": user_id,
-                            "severity": "medium",
-                            "details": (
-                                f"Agent expenses {stats['total_expenses']:.2f} "
-                                f"(avg: {avg_expenses:.2f}, z-score: {z_score:.2f})"
-                            )
-                        })
-                
-                # Anomaly 5: Zero action taken (assigned but did nothing)
-                if (stats["tickets_assigned"] > 0 and 
-                    stats["tickets_completed"] == 0 and 
-                    stats["tickets_rejected"] == 0 and
-                    stats["tickets_cancelled"] == 0):
-                    anomalies.append({
-                        "type": "no_action_taken",
-                        "user_id": user_id,
-                        "severity": "medium",
-                        "details": (
-                            f"Agent was assigned {stats['tickets_assigned']} tickets "
-                            f"but took no action (no completion, rejection, or cancellation)"
-                        )
-                    })
-                
-                # Anomaly 6: High cancellation rate (>30%)
-                if stats["tickets_assigned"] > 0:
-                    cancellation_rate = stats["tickets_cancelled"] / stats["tickets_assigned"]
-                    if cancellation_rate > 0.3:
-                        anomalies.append({
-                            "type": "high_cancellation_rate",
-                            "user_id": user_id,
-                            "severity": "medium",
-                            "details": (
-                                f"Agent cancelled {stats['tickets_cancelled']} of "
-                                f"{stats['tickets_assigned']} assigned tickets "
-                                f"({cancellation_rate*100:.0f}%)"
-                            )
-                        })
-            
-            logger.info(f"Detected {len(anomalies)} anomalies across {len(agent_stats)} agents")
-            
-        except Exception as e:
-            logger.error(f"Error detecting anomalies: {str(e)}", exc_info=True)
-            # Don't fail reconciliation if anomaly detection fails
-        
-        return anomalies

src/app/services/reconciliation/models.py

@@ -1,64 +0,0 @@
-"""
-Pydantic models for reconciliation service
-"""
-
-from pydantic import BaseModel, Field
-from datetime import date, datetime
-from typing import Optional, List, Dict, Any
-from uuid import UUID
-
-
-class ReconciliationRunCreate(BaseModel):
-    """Request model for creating a reconciliation run"""
-    project_id: UUID
-    target_date: date
-    user_ids: Optional[List[UUID]] = None
-    run_type: str = Field(default="manual", pattern="^(scheduled|manual|partial|historical)$")
-
-
-class ReconciliationRunResponse(BaseModel):
-    """Response model for reconciliation run"""
-    id: UUID
-    project_id: UUID
-    reconciliation_date: date
-    run_type: str
-    status: str
-    started_at: datetime
-    completed_at: Optional[datetime] = None
-    agents_processed: int
-    timesheets_created: int
-    timesheets_updated: int
-    execution_time_ms: Optional[int] = None
-    summary_stats: Optional[Dict[str, Any]] = None
-    anomalies_detected: Optional[List[Dict[str, Any]]] = None
-    error_message: Optional[str] = None
-
-    class Config:
-        from_attributes = True
-
-
-class DailyReportResponse(BaseModel):
-    """Response model for daily reconciliation report"""
-    project_id: UUID
-    date: date
-    reconciliation_status: str
-    reconciled_at: Optional[datetime] = None
-    summary: Dict[str, Any]
-    anomalies: List[Dict[str, Any]]
-    agents: List[Dict[str, Any]]
-
-
-class AgentDayStats(BaseModel):
-    """Statistics for a single agent for a single day"""
-    user_id: UUID
-    tickets_assigned: int = 0
-    tickets_accepted: int = 0
-    tickets_completed: int = 0
-    tickets_rejected: int = 0
-    tickets_cancelled: int = 0
-    tickets_rescheduled: int = 0
-    total_expenses: float = 0.0
-    approved_expenses: float = 0.0
-    pending_expenses: float = 0.0
-    rejected_expenses: float = 0.0
-    expense_claims_count: int = 0

src/app/services/reconciliation/reconciliation_service.py

@@ -1,668 +0,0 @@
-"""
-Daily Reconciliation Service
-
-Aggregates field agent activity into timesheet records.
-Designed for high performance with 500+ agents per project.
-"""
-
-from datetime import date, datetime, timedelta
-from typing import Optional, List, Dict, Any
-from uuid import UUID
-import logging
-import json
-from sqlalchemy import text
-from sqlalchemy.orm import Session
-
-from .anomaly_detector import AnomalyDetector
-
-logger = logging.getLogger(__name__)
-
-
-class ReconciliationError(Exception):
-    """Raised when reconciliation fails."""
-    pass
-
-
-class ConcurrentRunError(Exception):
-    """Raised when another reconciliation is already running."""
-    pass
-
-
-class ReconciliationService:
-    """
-    Handles daily reconciliation of field agent activity.
-    
-    Key Features:
-    - Idempotent: Safe to re-run multiple times
-    - Transactional: All-or-nothing with automatic rollback
-    - Efficient: One aggregation query per project
-    - Observable: Complete audit trail and metrics
-    """
-    
-    def __init__(self, db: Session):
-        self.db = db
-        self.anomaly_detector = AnomalyDetector()
-    
-    def reconcile_project_day(
-        self,
-        project_id: UUID,
-        target_date: date,
-        user_ids: Optional[List[UUID]] = None,
-        triggered_by: Optional[UUID] = None,
-        run_type: str = "scheduled"
-    ) -> UUID:
-        """
-        Main entry point: Reconcile all field agent activity for a project/date.
-        
-        Args:
-            project_id: Project to reconcile
-            target_date: Date to reconcile (usually yesterday)
-            user_ids: Optional list of specific users (for partial reconciliation)
-            triggered_by: User who triggered (None for scheduled)
-            run_type: 'scheduled', 'manual', 'partial', 'historical'
-        
-        Returns:
-            UUID of reconciliation_run record
-        
-        Raises:
-            ReconciliationError: If reconciliation fails
-            ConcurrentRunError: If another run is active for same project/date
-        """
-        start_time = datetime.utcnow()
-        
-        logger.info(
-            f"Starting reconciliation: project={project_id}, "
-            f"date={target_date}, type={run_type}"
-        )
-        
-        # Step 1: Create run record (also checks for concurrent runs)
-        run_id = self._create_run(
-            project_id=project_id,
-            target_date=target_date,
-            user_ids=user_ids,
-            triggered_by=triggered_by,
-            run_type=run_type
-        )
-        
-        try:
-            # Step 2: Execute reconciliation in transaction
-            
-            # 2a. Aggregate all agent activity (ONE QUERY)
-            query_start = datetime.utcnow()
-            agent_stats = self._aggregate_agent_activity(
-                project_id=project_id,
-                target_date=target_date,
-                user_ids=user_ids
-            )
-            query_time = (datetime.utcnow() - query_start).total_seconds() * 1000
-            
-            logger.info(f"Aggregated {len(agent_stats)} agents in {query_time:.0f}ms")
-            
-            # 2b. Bulk upsert timesheets
-            created, updated = self._bulk_upsert_timesheets(
-                agent_stats=agent_stats,
-                run_id=run_id,
-                target_date=target_date,
-                project_id=project_id
-            )
-            
-            # 2c. Detect anomalies
-            anomalies = self.anomaly_detector.detect(agent_stats)
-            
-            # 2d. Calculate summary stats
-            summary = self._calculate_summary(agent_stats)
-            
-            # 2e. Mark run as complete
-            execution_time = (datetime.utcnow() - start_time).total_seconds() * 1000
-            self._complete_run(
-                run_id=run_id,
-                agents_processed=len(agent_stats),
-                timesheets_created=created,
-                timesheets_updated=updated,
-                assignments_processed=sum(s["tickets_assigned"] for s in agent_stats),
-                expenses_processed=sum(s["expense_claims_count"] for s in agent_stats),
-                summary_stats=summary,
-                anomalies=anomalies,
-                execution_time_ms=int(execution_time),
-                query_time_ms=int(query_time)
-            )
-            
-            # Commit transaction
-            self.db.commit()
-            
-            logger.info(
-                f"Reconciliation completed: run_id={run_id}, "
-                f"agents={len(agent_stats)}, time={execution_time:.0f}ms"
-            )
-            
-            # Step 3: Send notifications (outside transaction)
-            # TODO: Implement notification service integration
-            # await self._send_reconciliation_report(...)
-            
-            return run_id
-            
-        except Exception as e:
-            # Rollback happens automatically
-            self.db.rollback()
-            logger.error(f"Reconciliation failed: {str(e)}", exc_info=True)
-            self._fail_run(run_id, str(e))
-            raise ReconciliationError(f"Reconciliation failed: {str(e)}") from e
-
-    def _create_run(
-        self,
-        project_id: UUID,
-        target_date: date,
-        user_ids: Optional[List[UUID]],
-        triggered_by: Optional[UUID],
-        run_type: str
-    ) -> UUID:
-        """Create reconciliation run record."""
-        
-        query = text("""
-            INSERT INTO reconciliation_runs (
-                project_id, reconciliation_date, run_type,
-                user_ids, triggered_by_user_id, status
-            ) VALUES (
-                :project_id, :target_date, :run_type,
-                :user_ids, :triggered_by, 'running'
-            )
-            RETURNING id
-        """)
-        
-        try:
-            result = self.db.execute(query, {
-                "project_id": str(project_id),
-                "target_date": target_date,
-                "run_type": run_type,
-                "user_ids": [str(uid) for uid in user_ids] if user_ids else None,
-                "triggered_by": str(triggered_by) if triggered_by else None
-            })
-            run_id = result.scalar_one()
-            self.db.commit()
-            return run_id
-            
-        except Exception as e:
-            if "unique_active_run" in str(e):
-                raise ConcurrentRunError(
-                    f"Another reconciliation is already running for "
-                    f"project {project_id} on {target_date}"
-                )
-            raise
-    
-    def _aggregate_agent_activity(
-        self,
-        project_id: UUID,
-        target_date: date,
-        user_ids: Optional[List[UUID]] = None
-    ) -> List[Dict[str, Any]]:
-        """
-        THE CRITICAL QUERY: Aggregate all agent activity in one efficient query.
-        
-        This query:
-        - Counts assignments by action type (accepted, rejected, dropped, etc.)
-        - Sums expenses by approval status (approved, pending, rejected)
-        - Handles multiple assignments per ticket correctly
-        - Properly attributes work to the correct date
-        - Uses FULL OUTER JOIN to catch agents with only expenses or only assignments
-        
-        Performance: ~100-200ms for 500 agents with proper indexes
-        """
-        
-        user_filter = ""
-        expense_user_filter = ""
-        if user_ids:
-            # Build IN clause with individual parameters instead of array
-            user_placeholders = ", ".join([f":user_id_{i}" for i in range(len(user_ids))])
-            user_filter = f"AND ta.user_id IN ({user_placeholders})"
-            expense_user_filter = f"AND te.incurred_by_user_id IN ({user_placeholders})"
-        
-        query = text(f"""
-            WITH daily_assignments AS (
-                -- All assignments for this project/date
-                -- Include assignments that were assigned OR completed on this date
-                SELECT 
-                    ta.id as assignment_id,
-                    ta.user_id,
-                    ta.ticket_id,
-                    ta.action,
-                    ta.assigned_at,
-                    ta.ended_at,
-                    t.status as ticket_status,
-                    t.completed_at as ticket_completed_at
-                FROM ticket_assignments ta
-                JOIN tickets t ON ta.ticket_id = t.id
-                WHERE t.project_id = :project_id
-                  AND t.deleted_at IS NULL
-                  AND ta.deleted_at IS NULL
-                  AND (
-                      DATE(ta.assigned_at) = :target_date
-                      OR DATE(ta.ended_at) = :target_date
-                      OR DATE(t.completed_at) = :target_date
-                  )
-                  {user_filter}
-            ),
-            daily_expenses AS (
-                -- All expenses for this project/date (by expense_date, not created_at)
-                SELECT 
-                    te.ticket_assignment_id,
-                    te.incurred_by_user_id as user_id,
-                    te.total_cost,
-                    te.is_approved,
-                    te.rejection_reason,
-                    te.approved_at,
-                    CASE 
-                        WHEN te.is_approved = TRUE THEN 'approved'
-                        WHEN te.is_approved = FALSE AND te.rejection_reason IS NOT NULL THEN 'rejected'
-                        WHEN te.is_approved = FALSE OR te.is_approved IS NULL THEN 'pending'
-                        ELSE 'pending'
-                    END as approval_status
-                FROM ticket_expenses te
-                JOIN ticket_assignments ta ON te.ticket_assignment_id = ta.id
-                JOIN tickets t ON ta.ticket_id = t.id
-                WHERE t.project_id = :project_id
-                  AND te.deleted_at IS NULL
-                  AND te.expense_date = :target_date
-                  {expense_user_filter}
-            )
-            SELECT 
-                COALESCE(da.user_id, de.user_id) as user_id,
-                
-                -- Check in/out times (first and last activity ON THIS DATE ONLY)
-                MIN(da.assigned_at) FILTER (
-                    WHERE DATE(da.assigned_at) = :target_date
-                ) as check_in_time,
-                MAX(COALESCE(da.ended_at, da.assigned_at)) FILTER (
-                    WHERE DATE(COALESCE(da.ended_at, da.assigned_at)) = :target_date
-                ) as check_out_time,
-                
-                -- Assignment counts (only assignments CREATED on this date)
-                COUNT(DISTINCT da.assignment_id) FILTER (
-                    WHERE DATE(da.assigned_at) = :target_date
-                ) as tickets_assigned,
-                
-                COUNT(DISTINCT da.assignment_id) FILTER (
-                    WHERE da.action = 'accepted'
-                    AND DATE(da.assigned_at) = :target_date
-                ) as tickets_accepted,
-                
-                COUNT(DISTINCT da.ticket_id) FILTER (
-                    WHERE da.ticket_status = 'completed'
-                    AND DATE(da.ticket_completed_at) = :target_date
-                ) as tickets_completed,
-                
-                COUNT(DISTINCT da.assignment_id) FILTER (
-                    WHERE da.action = 'rejected'
-                    AND DATE(da.assigned_at) = :target_date
-                ) as tickets_rejected,
-                
-                COUNT(DISTINCT da.assignment_id) FILTER (
-                    WHERE da.action = 'dropped'
-                    AND DATE(da.ended_at) = :target_date
-                ) as tickets_cancelled,
-                
-                COUNT(DISTINCT da.assignment_id) FILTER (
-                    WHERE da.action = 'reassigned'
-                    AND DATE(da.ended_at) = :target_date
-                ) as tickets_rescheduled,
-                
-                -- Expense aggregations by approval status
-                COALESCE(SUM(de.total_cost), 0) as total_expenses,
-                COALESCE(SUM(de.total_cost) FILTER (
-                    WHERE de.approval_status = 'approved'
-                ), 0) as approved_expenses,
-                COALESCE(SUM(de.total_cost) FILTER (
-                    WHERE de.approval_status = 'pending'
-                ), 0) as pending_expenses,
-                COALESCE(SUM(de.total_cost) FILTER (
-                    WHERE de.approval_status = 'rejected'
-                ), 0) as rejected_expenses,
-                COUNT(DISTINCT de.ticket_assignment_id) as expense_claims_count
-                
-            FROM daily_assignments da
-            FULL OUTER JOIN daily_expenses de ON da.user_id = de.user_id
-            GROUP BY COALESCE(da.user_id, de.user_id)
-            HAVING COUNT(DISTINCT da.assignment_id) > 0 
-                OR COUNT(DISTINCT de.ticket_assignment_id) > 0
-            ORDER BY tickets_completed DESC
-        """)
-        
-        params = {
-            "project_id": str(project_id),
-            "target_date": target_date
-        }
-        if user_ids:
-            # Add individual user_id parameters
-            for i, uid in enumerate(user_ids):
-                params[f"user_id_{i}"] = str(uid)
-        
-        result = self.db.execute(query, params)
-        rows = result.fetchall()
-        
-        return [dict(row._mapping) for row in rows]
-    
-    def _bulk_upsert_timesheets(
-        self,
-        agent_stats: List[Dict[str, Any]],
-        run_id: UUID,
-        target_date: date,
-        project_id: UUID
-    ) -> tuple[int, int]:
-        """
-        Bulk upsert timesheets using PostgreSQL's ON CONFLICT.
-        
-        Returns:
-            (created_count, updated_count)
-        """
-        
-        if not agent_stats:
-            return (0, 0)
-        
-        query = text("""
-            INSERT INTO timesheets (
-                user_id, project_id, work_date,
-                check_in_time, check_out_time,
-                tickets_assigned, tickets_completed, tickets_rejected, 
-                tickets_cancelled, tickets_rescheduled,
-                total_expenses, approved_expenses, pending_expenses, rejected_expenses,
-                expense_claims_count,
-                reconciliation_run_id, last_reconciled_at,
-                status, created_at, updated_at
-            ) VALUES (
-                :user_id, :project_id, :work_date,
-                :check_in_time, :check_out_time,
-                :tickets_assigned, :tickets_completed, :tickets_rejected,
-                :tickets_cancelled, :tickets_rescheduled,
-                :total_expenses, :approved_expenses, :pending_expenses, :rejected_expenses,
-                :expense_claims_count,
-                :reconciliation_run_id, NOW(),
-                'present', NOW(), NOW()
-            )
-            ON CONFLICT (user_id, work_date) WHERE deleted_at IS NULL
-            DO UPDATE SET
-                check_in_time = EXCLUDED.check_in_time,
-                check_out_time = EXCLUDED.check_out_time,
-                tickets_assigned = EXCLUDED.tickets_assigned,
-                tickets_completed = EXCLUDED.tickets_completed,
-                tickets_rejected = EXCLUDED.tickets_rejected,
-                tickets_cancelled = EXCLUDED.tickets_cancelled,
-                tickets_rescheduled = EXCLUDED.tickets_rescheduled,
-                total_expenses = EXCLUDED.total_expenses,
-                approved_expenses = EXCLUDED.approved_expenses,
-                pending_expenses = EXCLUDED.pending_expenses,
-                rejected_expenses = EXCLUDED.rejected_expenses,
-                expense_claims_count = EXCLUDED.expense_claims_count,
-                reconciliation_run_id = EXCLUDED.reconciliation_run_id,
-                last_reconciled_at = NOW(),
-                updated_at = NOW()
-            RETURNING (xmax = 0) AS inserted
-        """)
-        
-        # Execute bulk upsert
-        results = []
-        for stats in agent_stats:
-            result = self.db.execute(query, {
-                "user_id": str(stats["user_id"]),
-                "project_id": str(project_id),
-                "work_date": target_date,
-                "check_in_time": stats.get("check_in_time"),
-                "check_out_time": stats.get("check_out_time"),
-                "tickets_assigned": stats["tickets_assigned"],
-                "tickets_completed": stats["tickets_completed"],
-                "tickets_rejected": stats["tickets_rejected"],
-                "tickets_cancelled": stats["tickets_cancelled"],
-                "tickets_rescheduled": stats["tickets_rescheduled"],
-                "total_expenses": float(stats["total_expenses"]),
-                "approved_expenses": float(stats["approved_expenses"]),
-                "pending_expenses": float(stats["pending_expenses"]),
-                "rejected_expenses": float(stats["rejected_expenses"]),
-                "expense_claims_count": stats["expense_claims_count"],
-                "reconciliation_run_id": str(run_id)
-            })
-            row = result.fetchone()
-            if row:
-                results.append(row[0])
-        
-        created = sum(1 for r in results if r)  # inserted = True
-        updated = len(results) - created
-        
-        return (created, updated)
-    
-    def _calculate_summary(self, agent_stats: List[Dict[str, Any]]) -> Dict[str, Any]:
-        """Calculate project-wide summary statistics."""
-        if not agent_stats:
-            return {}
-        
-        return {
-            "total_agents": len(agent_stats),
-            "total_tickets_assigned": sum(s["tickets_assigned"] for s in agent_stats),
-            "total_tickets_completed": sum(s["tickets_completed"] for s in agent_stats),
-            "total_tickets_rejected": sum(s["tickets_rejected"] for s in agent_stats),
-            "total_tickets_cancelled": sum(s["tickets_cancelled"] for s in agent_stats),
-            "total_expenses": float(sum(s["total_expenses"] for s in agent_stats)),
-            "total_approved_expenses": float(sum(s["approved_expenses"] for s in agent_stats)),
-            "total_pending_expenses": float(sum(s["pending_expenses"] for s in agent_stats)),
-            "total_expense_claims": sum(s["expense_claims_count"] for s in agent_stats),
-            "avg_tickets_per_agent": sum(s["tickets_completed"] for s in agent_stats) / len(agent_stats) if agent_stats else 0,
-            "avg_expenses_per_agent": sum(s["total_expenses"] for s in agent_stats) / len(agent_stats) if agent_stats else 0
-        }
-    
-    def _complete_run(
-        self,
-        run_id: UUID,
-        agents_processed: int,
-        timesheets_created: int,
-        timesheets_updated: int,
-        assignments_processed: int,
-        expenses_processed: int,
-        summary_stats: Dict[str, Any],
-        anomalies: List[Dict[str, Any]],
-        execution_time_ms: int,
-        query_time_ms: int
-    ):
-        """Mark reconciliation run as complete."""
-        
-        query = text("""
-            UPDATE reconciliation_runs
-            SET 
-                status = 'completed',
-                completed_at = NOW(),
-                agents_processed = :agents_processed,
-                timesheets_created = :timesheets_created,
-                timesheets_updated = :timesheets_updated,
-                assignments_processed = :assignments_processed,
-                expenses_processed = :expenses_processed,
-                summary_stats = :summary_stats,
-                anomalies_detected = :anomalies,
-                execution_time_ms = :execution_time_ms,
-                query_time_ms = :query_time_ms,
-                updated_at = NOW()
-            WHERE id = :run_id
-        """)
-        
-        self.db.execute(query, {
-            "run_id": str(run_id),
-            "agents_processed": agents_processed,
-            "timesheets_created": timesheets_created,
-            "timesheets_updated": timesheets_updated,
-            "assignments_processed": assignments_processed,
-            "expenses_processed": expenses_processed,
-            "summary_stats": summary_stats,
-            "anomalies": anomalies,
-            "execution_time_ms": execution_time_ms,
-            "query_time_ms": query_time_ms
-        })
-    
-    def _fail_run(self, run_id: UUID, error_message: str):
-        """Mark reconciliation run as failed."""
-        
-        query = text("""
-            UPDATE reconciliation_runs
-            SET 
-                status = 'failed',
-                completed_at = NOW(),
-                error_message = :error_message,
-                updated_at = NOW()
-            WHERE id = :run_id
-        """)
-        
-        try:
-            self.db.execute(query, {
-                "run_id": str(run_id),
-                "error_message": error_message
-            })
-            self.db.commit()
-        except Exception as e:
-            logger.error(f"Failed to update run status: {str(e)}")
-    
-    def update_user_timesheet_realtime(
-        self,
-        user_id: UUID,
-        project_id: UUID,
-        work_date: date,
-        trigger_type: str,
-        trigger_entity_type: str,
-        trigger_entity_id: UUID
-    ) -> Optional[UUID]:
-        """
-        Real-time timesheet update triggered by events.
-        
-        This is called immediately when:
-        - Assignment created/updated
-        - Ticket completed
-        - Expense created/approved/rejected
-        - Inventory issued/installed/returned/lost
-        
-        Args:
-            user_id: Field agent whose timesheet to update
-            project_id: Project context
-            work_date: Date of the activity
-            trigger_type: Event type (e.g., 'assignment_created', 'expense_approved')
-            trigger_entity_type: Entity type (e.g., 'ticket_assignment', 'ticket_expense')
-            trigger_entity_id: ID of the entity that triggered the update
-        
-        Returns:
-            UUID of timesheet record (or None if update failed)
-        """
-        try:
-            # Step 1: Aggregate current data for this user/date
-            agent_stats = self._aggregate_agent_activity(
-                project_id=project_id,
-                target_date=work_date,
-                user_ids=[user_id]
-            )
-            
-            if not agent_stats:
-                logger.warning(
-                    f"No activity found for real-time update: "
-                    f"user={user_id}, date={work_date}, trigger={trigger_type}"
-                )
-                return None
-            
-            stats = agent_stats[0]
-            
-            # Step 2: Upsert timesheet with all columns (migrations confirmed run)
-            query = text("""
-                INSERT INTO timesheets (
-                    user_id, project_id, work_date,
-                    check_in_time, check_out_time,
-                    tickets_assigned, tickets_completed, tickets_rejected, 
-                    tickets_cancelled, tickets_rescheduled,
-                    total_expenses, approved_expenses, pending_expenses, rejected_expenses,
-                    expense_claims_count,
-                    update_source, last_realtime_update_at,
-                    status, created_at, updated_at
-                ) VALUES (
-                    :user_id, :project_id, :work_date,
-                    :check_in_time, :check_out_time,
-                    :tickets_assigned, :tickets_completed, :tickets_rejected,
-                    :tickets_cancelled, :tickets_rescheduled,
-                    :total_expenses, :approved_expenses, :pending_expenses, :rejected_expenses,
-                    :expense_claims_count,
-                    'realtime', NOW(),
-                    'present', NOW(), NOW()
-                )
-                ON CONFLICT (user_id, work_date) WHERE deleted_at IS NULL
-                DO UPDATE SET
-                    check_in_time = EXCLUDED.check_in_time,
-                    check_out_time = EXCLUDED.check_out_time,
-                    tickets_assigned = EXCLUDED.tickets_assigned,
-                    tickets_completed = EXCLUDED.tickets_completed,
-                    tickets_rejected = EXCLUDED.tickets_rejected,
-                    tickets_cancelled = EXCLUDED.tickets_cancelled,
-                    tickets_rescheduled = EXCLUDED.tickets_rescheduled,
-                    total_expenses = EXCLUDED.total_expenses,
-                    approved_expenses = EXCLUDED.approved_expenses,
-                    pending_expenses = EXCLUDED.pending_expenses,
-                    rejected_expenses = EXCLUDED.rejected_expenses,
-                    expense_claims_count = EXCLUDED.expense_claims_count,
-                    update_source = 'realtime',
-                    last_realtime_update_at = NOW(),
-                    updated_at = NOW()
-                RETURNING id
-            """)
-            
-            result = self.db.execute(query, {
-                "user_id": str(user_id),
-                "project_id": str(project_id),
-                "work_date": work_date,
-                "check_in_time": stats.get("check_in_time"),
-                "check_out_time": stats.get("check_out_time"),
-                "tickets_assigned": stats["tickets_assigned"],
-                "tickets_completed": stats["tickets_completed"],
-                "tickets_rejected": stats["tickets_rejected"],
-                "tickets_cancelled": stats["tickets_cancelled"],
-                "tickets_rescheduled": stats["tickets_rescheduled"],
-                "total_expenses": float(stats["total_expenses"]),
-                "approved_expenses": float(stats["approved_expenses"]),
-                "pending_expenses": float(stats["pending_expenses"]),
-                "rejected_expenses": float(stats["rejected_expenses"]),
-                "expense_claims_count": stats["expense_claims_count"]
-            })
-            
-            timesheet_id = result.scalar_one()
-            
-            # Step 3: Log the update in audit table
-            log_query = text("""
-                SELECT log_timesheet_update(
-                    :timesheet_id,
-                    :trigger_type,
-                    :trigger_entity_type,
-                    :trigger_entity_id,
-                    :fields_changed
-                )
-            """)
-            
-            # Build fields_changed JSON
-            fields_changed = {
-                "tickets_assigned": stats["tickets_assigned"],
-                "tickets_completed": stats["tickets_completed"],
-                "total_expenses": float(stats["total_expenses"]),
-                "approved_expenses": float(stats["approved_expenses"])
-            }
-            
-            self.db.execute(log_query, {
-                "timesheet_id": str(timesheet_id),
-                "trigger_type": trigger_type,
-                "trigger_entity_type": trigger_entity_type,
-                "trigger_entity_id": str(trigger_entity_id),
-                "fields_changed": json.dumps(fields_changed)
-            })
-            
-            # Commit the transaction
-            self.db.commit()
-            
-            logger.info(
-                f"Real-time timesheet update: user={user_id}, date={work_date}, "
-                f"trigger={trigger_type}, timesheet={timesheet_id}"
-            )
-            
-            return timesheet_id
-            
-        except Exception as e:
-            self.db.rollback()
-            logger.error(
-                f"Real-time timesheet update failed: user={user_id}, "
-                f"date={work_date}, trigger={trigger_type}, error={str(e)}",
-                exc_info=True
-            )
-            return None

src/app/tasks/__init__.py

@@ -2,6 +2,4 @@
 Background tasks and scheduled jobs
 """
 
-from .scheduler import start_scheduler, shutdown_scheduler
-
-__all__ = ["start_scheduler", "shutdown_scheduler"]
+__all__ = []

src/app/tasks/scheduler.py

@@ -1,181 +0,0 @@
-"""
-APScheduler Configuration for Daily Reconciliation
-
-Runs at 10 PM (Africa/Nairobi timezone) to validate today's real-time updates.
-Since we have real-time reconciliation (99% of updates), this job acts as a safety net:
-- Validates real-time updates are accurate
-- Finds orphaned records (assignments/expenses without timesheet updates)
-- Detects discrepancies between real-time and actual data
-- Marks timesheets needing review
-"""
-
-from apscheduler.schedulers.background import BackgroundScheduler
-from apscheduler.triggers.cron import CronTrigger
-from apscheduler.events import EVENT_JOB_EXECUTED, EVENT_JOB_ERROR
-from datetime import date, timedelta
-import logging
-from sqlalchemy import text
-
-logger = logging.getLogger(__name__)
-
-# Global scheduler instance
-scheduler = BackgroundScheduler(timezone='Africa/Nairobi')
-
-
-def start_scheduler():
-    """
-    Initialize and start the scheduler.
-    Called on application startup.
-    """
-    # Add daily validation job (runs at 10 PM)
-    scheduler.add_job(
-        func=run_daily_validation,
-        trigger=CronTrigger(hour=22, minute=0),  # 10 PM Nairobi time
-        id='daily_validation',
-        name='Daily Field Agent Reconciliation',
-        replace_existing=True,
-        max_instances=1,  # Prevent overlapping runs
-        misfire_grace_time=3600  # Allow 1 hour grace if server was down
-    )
-    
-    # Add event listeners for monitoring
-    scheduler.add_listener(
-        job_executed_listener,
-        EVENT_JOB_EXECUTED | EVENT_JOB_ERROR
-    )
-    
-    scheduler.start()
-    logger.info("Reconciliation scheduler started (runs at 10 PM Africa/Nairobi)")
-
-
-def shutdown_scheduler():
-    """
-    Gracefully shutdown the scheduler.
-    Called on application shutdown.
-    """
-    scheduler.shutdown(wait=True)
-    logger.info("Reconciliation scheduler stopped")
-
-
-def run_daily_validation():
-    """
-    Scheduled job: Validate today's real-time updates for all active projects.
-    
-    Runs at 10 PM to catch any issues before end of day.
-    This is a safety net - 99% of updates happen in real-time.
-    
-    What it does:
-    1. Re-runs aggregation for today
-    2. Compares with existing timesheet data
-    3. Finds orphaned records (activity without timesheet)
-    4. Marks discrepancies for review
-    5. Updates timesheets if needed
-    """
-    today = date.today()
-    
-    logger.info(f"Starting scheduled validation for {today}")
-    
-    try:
-        validate_all_projects(today)
-        logger.info(f"Scheduled validation completed for {today}")
-        
-    except Exception as e:
-        logger.error(f"Scheduled validation failed: {str(e)}", exc_info=True)
-        # Don't raise - let scheduler continue
-
-
-def validate_all_projects(target_date: date):
-    """
-    Validate real-time updates for all active projects.
-    
-    This is a safety net that runs at 10 PM to catch any issues.
-    Since 99% of updates happen in real-time, this mainly:
-    - Validates existing data is correct
-    - Finds orphaned records
-    - Detects discrepancies
-    
-    Processes projects sequentially to avoid overwhelming the database.
-    For 10 projects with 500 agents each, total time ~5 minutes.
-    """
-    from app.core.database import SessionLocal
-    from app.services.reconciliation import ReconciliationService
-    
-    db = SessionLocal()
-    try:
-        # Get all active projects
-        query = text("""
-            SELECT id, title
-            FROM projects
-            WHERE deleted_at IS NULL
-              AND is_closed = FALSE
-              AND status IN ('active', 'planning')
-            ORDER BY created_at DESC
-        """)
-        
-        result = db.execute(query)
-        projects = result.fetchall()
-        
-        logger.info(f"Validating {len(projects)} projects for {target_date}")
-        
-        # Validate each project
-        results = []
-        
-        for project in projects:
-            try:
-                # Create new session for each project to avoid transaction issues
-                project_db = SessionLocal()
-                try:
-                    service = ReconciliationService(project_db)
-                    
-                    # Run full reconciliation (will update existing timesheets)
-                    # This validates real-time updates and catches orphans
-                    run_id = service.reconcile_project_day(
-                        project_id=project.id,
-                        target_date=target_date,
-                        run_type="scheduled"
-                    )
-                    
-                    results.append({
-                        "project_id": str(project.id),
-                        "project_title": project.title,
-                        "run_id": str(run_id),
-                        "status": "success"
-                    })
-                finally:
-                    project_db.close()
-                    
-            except Exception as e:
-                logger.error(
-                    f"Failed to validate project {project.id} ({project.title}): {str(e)}",
-                    exc_info=True
-                )
-                results.append({
-                    "project_id": str(project.id),
-                    "project_title": project.title,
-                    "error": str(e),
-                    "status": "failed"
-                })
-        
-        # Log summary
-        success_count = sum(1 for r in results if r["status"] == "success")
-        logger.info(
-            f"Validation summary: {success_count}/{len(projects)} projects succeeded"
-        )
-        
-        # Log failed projects
-        failed = [r for r in results if r["status"] == "failed"]
-        if failed:
-            logger.warning(f"Failed projects: {[r['project_title'] for r in failed]}")
-        
-    except Exception as e:
-        logger.error(f"Error in validate_all_projects: {str(e)}", exc_info=True)
-    finally:
-        db.close()
-
-
-def job_executed_listener(event):
-    """Log job execution events for monitoring."""
-    if event.exception:
-        logger.error(f"Job {event.job_id} failed: {event.exception}")
-    else:
-        logger.info(f"Job {event.job_id} completed successfully")

supabase/migrations/20241212_remove_reconciliation_system.sql

@@ -0,0 +1,137 @@
+-- =====================================================
+-- REMOVE RECONCILIATION SYSTEM
+-- =====================================================
+-- Created: 2025-12-12
+-- Purpose: Completely remove reconciliation system for MVP
+-- 
+-- This migration:
+-- 1. Drops reconciliation_runs table
+-- 2. Drops timesheet_updates table
+-- 3. Removes reconciliation columns from timesheets
+-- 4. Drops related indexes and functions
+-- 5. Cleans up all reconciliation infrastructure
+--
+-- IMPORTANT: Run this in Supabase SQL Editor
+-- =====================================================
+
+BEGIN;
+
+-- =====================================================
+-- 1. DROP AUDIT TABLES
+-- =====================================================
+
+-- Drop timesheet_updates table (audit trail)
+DROP TABLE IF EXISTS timesheet_updates CASCADE;
+
+-- Drop reconciliation_runs table (job tracking)
+DROP TABLE IF EXISTS reconciliation_runs CASCADE;
+
+-- =====================================================
+-- 2. REMOVE RECONCILIATION COLUMNS FROM TIMESHEETS
+-- =====================================================
+
+-- Remove reconciliation tracking columns
+ALTER TABLE timesheets 
+    DROP COLUMN IF EXISTS reconciliation_run_id,
+    DROP COLUMN IF EXISTS last_reconciled_at,
+    DROP COLUMN IF EXISTS update_source,
+    DROP COLUMN IF EXISTS last_realtime_update_at,
+    DROP COLUMN IF EXISTS last_validated_at,
+    DROP COLUMN IF EXISTS needs_review,
+    DROP COLUMN IF EXISTS discrepancy_notes,
+    DROP COLUMN IF EXISTS version;
+
+-- =====================================================
+-- 3. DROP RECONCILIATION-SPECIFIC INDEXES
+-- =====================================================
+
+-- Reconciliation runs indexes
+DROP INDEX IF EXISTS idx_reconciliation_runs_project_date;
+DROP INDEX IF EXISTS idx_reconciliation_runs_status;
+DROP INDEX IF EXISTS idx_reconciliation_runs_unique_active_run;
+DROP INDEX IF EXISTS idx_reconciliation_runs_anomalies_gin;
+DROP INDEX IF EXISTS idx_reconciliation_runs_discrepancies;
+
+-- Timesheet updates indexes
+DROP INDEX IF EXISTS idx_timesheet_updates_timesheet;
+DROP INDEX IF EXISTS idx_timesheet_updates_trigger;
+
+-- Timesheets reconciliation indexes
+DROP INDEX IF EXISTS idx_timesheets_reconciliation_run;
+DROP INDEX IF EXISTS idx_timesheets_realtime_updates;
+DROP INDEX IF EXISTS idx_timesheets_needs_review;
+
+-- Note: Keep idx_timesheets_user_date_unique (needed for core functionality)
+-- Note: Keep idx_timesheets_project_date (needed for queries)
+
+-- =====================================================
+-- 4. DROP RECONCILIATION HELPER FUNCTIONS
+-- =====================================================
+
+-- Drop timesheet update logging function
+DROP FUNCTION IF EXISTS log_timesheet_update CASCADE;
+
+-- Drop version increment trigger function
+DROP FUNCTION IF EXISTS increment_timesheet_version CASCADE;
+
+-- Drop reconciliation runs updated_at trigger function
+DROP FUNCTION IF EXISTS update_reconciliation_runs_updated_at CASCADE;
+
+-- =====================================================
+-- 5. VERIFY CLEANUP
+-- =====================================================
+
+-- Verify tables are dropped
+DO $$
+BEGIN
+    IF EXISTS (SELECT 1 FROM information_schema.tables WHERE table_name = 'reconciliation_runs') THEN
+        RAISE EXCEPTION 'reconciliation_runs table still exists';
+    END IF;
+    
+    IF EXISTS (SELECT 1 FROM information_schema.tables WHERE table_name = 'timesheet_updates') THEN
+        RAISE EXCEPTION 'timesheet_updates table still exists';
+    END IF;
+    
+    RAISE NOTICE 'Reconciliation system successfully removed';
+END $$;
+
+COMMIT;
+
+-- =====================================================
+-- ROLLBACK INSTRUCTIONS (if needed)
+-- =====================================================
+-- 
+-- If you need to rollback this migration:
+-- 1. Restore database from backup taken before migration
+-- 2. Or re-run the original migrations:
+--    - 20241209_add_reconciliation_system.sql
+--    - 20241210_add_realtime_reconciliation.sql
+--
+-- =====================================================
+
+-- =====================================================
+-- POST-MIGRATION VERIFICATION QUERIES
+-- =====================================================
+--
+-- Run these after migration to verify cleanup:
+--
+-- 1. Check for any remaining reconciliation columns in timesheets:
+-- SELECT column_name 
+-- FROM information_schema.columns 
+-- WHERE table_name = 'timesheets' 
+--   AND column_name LIKE '%reconcil%';
+--
+-- 2. Check for any remaining reconciliation indexes:
+-- SELECT indexname 
+-- FROM pg_indexes 
+-- WHERE indexname LIKE '%reconcil%';
+--
+-- 3. Check for any remaining reconciliation functions:
+-- SELECT routine_name 
+-- FROM information_schema.routines 
+-- WHERE routine_name LIKE '%reconcil%';
+--
+-- All queries should return 0 rows.
+--
+-- =====================================================
+