Production multi-agent incident response. LangGraph state machine, 4 agents, human-in-the-loop. Durable checkpointed state, agent eval gate, action audit, cost + reliability controls. AWS Lambda.
react python redis aws-lambda incident-response reliability orchestration multi-agent audit-log observability human-in-the-loop langfuse langgraph claude-sonnet agent-evals durable-state
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Updated
Jun 22, 2026 - Python