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rcourtman 7fc705ba07 feat(api): Add AI intelligence API endpoints 
Expose learned AI intelligence data via REST API:

New endpoints:
- GET /api/ai/intelligence/patterns - Detected failure patterns
- GET /api/ai/intelligence/predictions - Failure predictions
- GET /api/ai/intelligence/correlations - Resource correlations
- GET /api/ai/intelligence/changes - Recent infrastructure changes
- GET /api/ai/intelligence/baselines - Learned baselines

All endpoints support ?resource_id filter for per-resource queries.
Changes endpoint supports ?hours filter (default: 24).

Backend additions:
- ai_intelligence_handlers.go - Handler implementations
- baseline.Store.GetAllBaselines() - Flat baseline export
- patrol.GetChangeDetector() - Access change detector

This enables frontend to display:
- 'OOM expected in 3 days based on pattern'
- 'When storage-1 is full, database VM restarts'
- 'VM memory baseline: 60-75%'

All tests passing.
2025-12-12 14:49:46 +00:00
..
baseline feat(api): Add AI intelligence API endpoints 2025-12-12 14:49:46 +00:00
context feat(ai): Add baseline learning and anomaly detection (Phase 2) 2025-12-12 11:26:31 +00:00
correlation feat(ai): Add multi-resource correlation detection (Phase 6) 2025-12-12 14:26:10 +00:00
cost Clarify AI cost estimates with pricing coverage 2025-12-12 13:19:03 +00:00
knowledge refactor(ai): Remove over-engineered URL discovery service 2025-12-10 08:35:24 +00:00
memory feat(ai): Add operational memory (Phase 3) - change detection and remediation logging 2025-12-12 13:49:37 +00:00
patterns feat(ai): Add failure pattern detection for predictive intelligence (Phase 5) 2025-12-12 14:11:28 +00:00
providers feat: Implement multi-provider AI support 2025-12-11 16:00:45 +00:00
alert_adapter.go AI Problem Solver implementation and various fixes 2025-12-06 23:46:08 +00:00
alert_provider.go AI Problem Solver implementation and various fixes 2025-12-06 23:46:08 +00:00
alert_threshold_adapter.go refactor(ai): Remove over-engineered URL discovery service 2025-12-10 08:35:24 +00:00
alert_triggered.go feat(ai): Add LLM memory system for patrol findings 2025-12-10 22:55:34 +00:00
baseline_adapter.go feat(ai): Add baseline learning and anomaly detection (Phase 2) 2025-12-12 11:26:31 +00:00
baseline_exports.go feat(ai): Wire baseline learning loop into router startup 2025-12-12 11:29:47 +00:00
config.go AI Problem Solver implementation and various fixes 2025-12-06 23:46:08 +00:00
correlation_exports.go feat(ai): Add multi-resource correlation detection (Phase 6) 2025-12-12 14:26:10 +00:00
cost_persistence.go feat(ai): Add enriched context with historical trends and predictions 2025-12-12 09:45:57 +00:00
findings.go feat(ai): Add suppression rules management API and UI 2025-12-11 00:12:18 +00:00
findings_persistence.go refactor(ai): Remove over-engineered URL discovery service 2025-12-10 08:35:24 +00:00
findings_test.go refactor(ai): Remove over-engineered URL discovery service 2025-12-10 08:35:24 +00:00
memory_exports.go feat(ai): Add operational memory (Phase 3) - change detection and remediation logging 2025-12-12 13:49:37 +00:00
metadata_provider.go feat(ai): Add URL discovery tool - AI can find and set resource URLs 2025-12-10 00:29:07 +00:00
metrics_history_adapter.go feat(ai): Add enriched context with historical trends and predictions 2025-12-12 09:45:57 +00:00
patrol.go feat(api): Add AI intelligence API endpoints 2025-12-12 14:49:46 +00:00
patrol_history_persistence.go feat(ai): Enhanced AI patrol system with alert triggers and history persistence 2025-12-10 21:08:22 +00:00
pattern_exports.go feat(ai): Add failure pattern detection for predictive intelligence (Phase 5) 2025-12-12 14:11:28 +00:00
resource_context.go Add AI monitoring enhancements and host metadata features 2025-12-09 16:27:46 +00:00
routing.go Add AI monitoring enhancements and host metadata features 2025-12-09 16:27:46 +00:00
routing_test.go AI Problem Solver implementation and various fixes 2025-12-06 23:46:08 +00:00
sanitize_test.go refactor(ai): Remove over-engineered URL discovery service 2025-12-10 08:35:24 +00:00
service.go feat(ai): Add multi-resource correlation detection (Phase 6) 2025-12-12 14:26:10 +00:00
target_host_test.go AI Problem Solver implementation and various fixes 2025-12-06 23:46:08 +00:00