# LangGraph Resilient Agent

Adrien Murillo — Murillo Consulting

A durable agent with human approval, idempotent effects and redacted audit data.

Treats approval, interrupted-run recovery and side-effect uniqueness as testable application invariants.

## Architecture
Typed API → Policy → Approval → Effect & audit

LangGraph checkpoints, idempotency keys, uniqueness constraints, tenant isolation and audit events without sensitive payloads.

Ruff, mypy and pytest cover safe, sensitive, resumed and rejected paths.

Header identity and SQLite are local adapters that must be replaced for production.

[GitHub](https://github.com/murillo-consulting/langgraph-resilient-agent)



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