Context
The kernel is getting a drift guard (agentguard#1522). Sentinel needs to ingest drift events and surface patterns: which tasks cause the most drift, which agents drift most, what drift patterns predict failure.
Proposal
- New event type: drift_event (score, plan_hash, deviation_type, files_out_of_scope)
- Ingest from kernel telemetry
- Analysis pass: drift patterns correlated with task failure/success
- Feed into Cortex for auto-tuning drift thresholds
Context
The kernel is getting a drift guard (agentguard#1522). Sentinel needs to ingest drift events and surface patterns: which tasks cause the most drift, which agents drift most, what drift patterns predict failure.
Proposal