LangSmith Evaluation: Assessing Agent Quality with Real Production Data

LangChain · x · 2026-07-07

LangChain introduces the Evaluation feature in LangSmith: when an agent fails, developers can use real production data to evaluate its performance, pinpoint the exact failure point, and improve the agent's quality accordingly.

This capability is positioned as agent-oriented observability and evaluation, helping developers continuously enhance agent reliability.

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