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Build an Online LLM-as-a-Judge with the LangSmith CLI and a Coding Agent

LangChain · 3.9K views · 2026-09-10 · 5:08

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Chat LangChain gets thousands of traces a day, which is far too many to read by hand. In this walkthrough we set up an online LLM-as-a-judge in LangSmith that scores every incoming thread for user frustration, without leaving the terminal. We install the latest LangSmith skills, point a coding agent at the LangSmith CLI to create the evaluator, review the flagged threads in the UI, then update the sampling rate to control cost.

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