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Fault Tolerance in LangGraph: Retries, Timeouts and Error Handlers

LangChain BlogΒ·June 4, 2026
Fault Tolerance in LangGraph: Retries, Timeouts and Error Handlers

This post explores the three fault tolerance primitives built into LangGraph: RetryPolicy for automatic retries, TimeoutPolicy for time-based caps, and error_handler for cleanup logic. Learn how they compose and how to use the SAGA pattern to handle complex multi-step workflows with real-world side effects.

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