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Production-Ready Agents: Automatic Tool Retries with Exponential Backoff

LangChain · 4.3K views · 2025-12-04 · 5:01

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Tools fail. APIs time out. Services throw random 500s. If your agent can’t recover, your entire workflow collapses. In this tutorial, Christian Bromann walks through how to use Tool Retry Middleware in LangChainJS to build agents that are truly production-ready. ✔️ How to automatically retry failed tool calls ✔️ How exponential backoff + jitter prevent cascading failures

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