docs: update ticket status to In Review with implementation notes

tickets/2026-01-08-dashboard-real-data-integration.md

@@ -1,6 +1,6 @@
 # DASH-001: Dashboard Real Data Integration
 
-**Status:** Draft
+**Status:** In Review
 **Created:** 2026-01-08
 **Tags:** dashboard, api, discord-client, database, real-time
 
@@ -166,3 +166,37 @@ Query from existing tables:
 - Historical data beyond 24 hours
 - Command execution tracking (would require new database table)
 - Guild-specific analytics (separate feature)
+
+---
+
+## Implementation Notes
+
+**Status:** In Review  
+**Implemented:** 2026-01-08  
+**Branch:** `feat/dashboard-real-data-integration`  
+**Commit:** `17cb70e`
+
+### Files Changed
+
+#### New Files Created (7)
+1. `shared/modules/dashboard/dashboard.types.ts` - TypeScript interfaces
+2. `shared/modules/dashboard/dashboard.service.ts` - Database query service
+3. `shared/modules/dashboard/dashboard.service.test.ts` - Service unit tests
+4. `bot/lib/clientStats.ts` - Discord client stats provider with caching
+5. `bot/lib/clientStats.test.ts` - Client stats unit tests
+6. `web/src/hooks/use-dashboard-stats.ts` - React hook for data fetching
+7. `tickets/2026-01-08-dashboard-real-data-integration.md` - This ticket
+
+#### Modified Files (3)
+1. `web/src/server.ts` - Added `/api/stats` endpoint
+2. `web/src/pages/Dashboard.tsx` - Integrated real data with loading/error states
+3. `.gitignore` - Removed `tickets/` to track tickets in version control
+
+### Test Results
+```
+✓ 11 tests passing
+✓ TypeScript check clean (bun x tsc --noEmit)
+```
+
+### Architecture Decision
+Used **Option A** (direct import) for accessing `AuroraClient` from web server, as both run in the same process. This is the simplest approach and avoids unnecessary complexity.