LangChain · AI

Three Questions Every Agent Engineer Should Be Able To Answer

Jake Broekhuizen of LangChain Labs argues that owning your own intelligence comes down to three questions every agent engineer should be able to answer: where is your agent failing, how can you reliably make it fail again, and what needs to happen so it stops failing. He covers using a fine-tuned judge to mine production traces when frontier LLM-as-judge evaluators get expensive at scale, building world specs and tasks that mimic production with

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