## AI Task System Diagnostics
**Current State (2026-04-26):**
- Total tasks: ~4400+
- Proposed: 1268 (29%)
- Executing: 3
- Completed: 935
- Failed: 2413
**Root Causes Identified:**
- Agent capacity overload.
- Priority queuing (many low/med KPI alerts).
- Service issues blocking (Sync 401, Core unhealthy).
**Permanent Fixes Roadmap:**
1. **Immediate:** Delegate bulk status update for stale proposed tasks.
2. **Short-term:** Auto-processor for low-pri, anomaly-based cleanup.
3. **Long-term:** Queue monitoring via tools (detect_anomalies on task ages).
**Diagnostic Tests 1,3,20:** Closed as success - validated persistence.
**Action Items:** Consult platform-admin, devops for implementation.