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Tag: 工程实践 (2 articles)

Agent Evaluation Readiness Checklist

LangChain proposes a 6-point checklist before building agent evaluations, emphasizing manual analysis of 20-50 real failure traces before automating tests.

LangChain Blog · Fri, 27 Mar 2026 14:00:00 GMT

How we build evals for Deep Agents

LangChain shares its core philosophy for building AI agent evaluation systems: more evals aren't better; instead, precisely define and measure the agent behaviors you care about to guide its evolution.

LangChain Blog · Thu, 26 Mar 2026 15:18:56 GMT
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