Pulse/internal/ai/baseline
rcourtman 0f22906767 fix(ai): filter out noise from anomalies and status changes
Critical changes to surface only actionable insights:

1. Anomalies now require at least 50% deviation from baseline
   - '1.0x baseline' values filtered out (statistically significant but not actionable)
   - Must be >1.5x above OR <0.5x below baseline to report

2. Status changes filter out startup noise
   - 'unknown → running' is just system starting, not a real state change
   - Backups removed from main list (they have dedicated section)

3. Only show genuinely interesting changes:
   - Config changes, migrations, restarts, deletions
   - Things that require operator attention

This massively reduces noise while keeping high-signal alerts.
2025-12-21 17:15:44 +00:00
..
store.go fix(ai): filter out noise from anomalies and status changes 2025-12-21 17:15:44 +00:00
store_extended_test.go Add comprehensive AI test coverage 2025-12-16 12:33:06 +00:00
store_test.go test(baseline): add tests for trend prediction 2025-12-21 11:31:58 +00:00