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2 changes: 1 addition & 1 deletion README.md
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**Multi-agent incident response orchestration with human-in-the-loop approval.** When a production alert fires, four AI agents execute in a LangGraph state machine — triage, research, synthesis, and action. Every action requires explicit human approval before it executes.

**Live:** https://opscanvas-pi.vercel.app  ·  **API:** https://w0r1dagwvd.execute-api.eu-north-1.amazonaws.com
**Live:** https://opscanvas-pi.vercel.app  ·  **API:** https://w0r1dagwvd.execute-api.eu-north-1.amazonaws.com/health

> **Production layers (7).** Langfuse trace per incident · agent eval gate (triage · routing · synthesis · e2e) blocks deploys · action-authorization + injection + abstain guardrails · cost per incident (~$0.02 avg, runaway breaker) · Redis-checkpointed state survives the human pause · bounded loops + retries + fallback model · immutable action audit with approver identity.

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