Sentinel
Anomaly detection
- Owns
- Streaming anomaly detection from Sentry + OTel + Datadog
- Severity classification (P0–P3)
- Cross-signal correlation within a 5-minute window
- Doesn't own
- Causal traversal, Patch synthesis
THE FLEET
Nine agents. One closed loop. Typed hand-offs end to end.
Each agent owns one job in the recovery pipeline. Hand-offs are typed (with retries), latency is exposed, and every decision lands in an append-only audit log.
RECOVERY PIPELINE
The 8 stops every incident takes.
From anomaly to approval, every hand-off is typed and observable. Hover any node to see what each agent receives and emits.
Sentinelstep 01
Pathfinderstep 02
Architectstep 03
Synthesiserstep 04
Backendstep 05
Data Eng.step 06
QAstep 07
Approval Gatestep 08
Backend / Data Eng. / QA fan out in parallel during recovery — they share the same solution plan but emit independent diffs that QA reconciles before approval.
THE NINE
Detailed cards for every agent.
Models, latencies, inputs and outputs — exactly what you'd want from a runbook.
Pathfinder
Causal RCA
- Owns
- Graph traversal over services × deploys × schemas
- DoWhy-backed counterfactual analysis
- Confidence scoring per causal path
- Doesn't own
- Patch generation, Test authoring
Synthesiser
Patch generation
- Owns
- LLM patch synthesis constrained to your contracts
- Retrieval over recent diffs + design docs
- Patch ranking by blast radius
- Doesn't own
- Validation, Deployment
Architect
Solution planning
- Owns
- High-level solution plan against contract repo
- Cross-service coordination check
- Migration ordering
- Doesn't own
- Code emission
Backend
Backend codegen
- Owns
- Application-layer patches (Go, TS, Python, Rust)
- Type-safe edits with compiler verification
- Style-conformant emission
- Doesn't own
- Database migrations, Pipeline YAML
QA
Test generation
- Owns
- Unit + property test generation per candidate
- Regression test for the failing scenario
- Shadow-pipeline orchestration
- Doesn't own
- Sandbox container management
DevOps
Pipeline changes
- Owns
- ArgoCD application manifests
- GitHub Actions / GitLab CI YAML
- Helm chart edits
- Doesn't own
- Application code
Data Engineer
Schema migrations
- Owns
- Backfill plans + cutover windows
- Forward + reverse migration emission
- Data quality assertions
- Doesn't own
- API layer
Approval Gate
Severity routing + audit
- Owns
- Severity routing (Slack DM, channel, PagerDuty, ticket)
- Append-only audit log
- Approval policy enforcement
- Doesn't own
- Patch correctness decisions
See the fleet in action.
Run a synthetic incident in the live console — no production integration required.