Pulse/internal/ai/correlation
rcourtman f6d31d166a feat(ai): Add multi-resource correlation detection (Phase 6)
Create internal/ai/correlation package:

1. Correlation Detector (detector.go):
   - Tracks events across resources
   - Detects when events on one resource follow events on another
   - Calculates average delay between correlated events
   - Confidence scoring based on occurrence count
   - Persists to ai_correlations.json

2. Features:
   - GetCorrelations() - All detected relationships
   - GetCorrelationsForResource() - Relationships for one resource
   - GetDependencies() - What resources depend on this one
   - GetDependsOn() - What this resource depends on
   - PredictCascade() - Predict what will be affected
   - FormatForContext() - AI-consumable summary

3. Integration:
   - Wire to alert history in router startup
   - Map alert types to correlation event types
   - Add correlation context to enriched AI context

Example AI context now includes:
'When local-zfs experiences high usage, database often follows within 5 minutes'

This enables the AI to understand infrastructure dependencies
and predict cascade failures.

All tests passing.
2025-12-12 14:26:10 +00:00
..
detector.go feat(ai): Add multi-resource correlation detection (Phase 6) 2025-12-12 14:26:10 +00:00
detector_test.go feat(ai): Add multi-resource correlation detection (Phase 6) 2025-12-12 14:26:10 +00:00