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Author SHA1 Message Date
jedarden
77a2fbc9c0 test: implement acceptance scenario integration tests (AS-1 through AS-6) 
- Added comprehensive integration tests in test/acceptance/ covering all 6 acceptance scenarios from plan.md
- AS-1: First-time setup in under 5 minutes - verifies PIN setup and node auto-discovery
- AS-2: Person detected while walking - verifies blob detection during walker simulation
- AS-3: Fall alert fires correctly - verifies fall detection with webhook integration
- AS-4: BLE identity resolves to person name - verifies BLE device registration and identity matching
- AS-5: OTA update succeeds / rollback on bad firmware - verifies OTA workflow and rollback
- AS-6: Replay shows recorded history - verifies replay session creation, seeking, and playback

Tests use spaxel-sim CLI as the test harness and verify:
- API endpoint responses (/api/auth/setup, /api/nodes, /api/blobs, /api/events, /api/ble/devices, /api/replay/*)
- Detection accuracy thresholds (>60% blob presence during walking)
- Alert generation and webhook delivery
- Firmware version updates and rollback behavior
- Replay session lifecycle management

All tests skip by default unless ACCEPTANCE_TEST=1 or SPAXEL_INTEGRATION_TEST=1 is set.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
 2026-05-05 05:45:15 -04:00
jedarden
f7df7740bf feat: implement 7-day pattern learning algorithm for anomaly detection 
Welford's online algorithm for per-zone, per-hour, per-day-of-week
occupancy modeling with cold start suppression, outlier protection,
security mode override, and SQLite persistence.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-06 21:27:10 -04:00
jedarden
3bb58c0aa2 feat: add 7-day pattern learning algorithm for anomaly detection 
Implement Welford's online algorithm for per-zone, per-hour-of-day,
per-day-of-week occupancy modeling with SQLite persistence, cold start
suppression, outlier protection, and security mode override.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-06 20:14:33 -04:00