Source record

Published by LangChain Blog (T1.5 source). The original is at https://www.langchain.com/blog/towards-automating-eval-engineering.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

LangChain launched the Eval Engineering Skill, which inspects an agent's repository and traces, proposes evaluation tasks through interactive user interviews, and produces executable Harbor-format evals. The skill maps agent components and supporting data, then iterates with the user on which abilities to test and how to handle live dependencies.

Worth reading for the interview-driven loop on eval generation and the concrete pattern of mapping agent surface from repos and traces before proposing tests.

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