LangChain releases Perceived Error evaluator, cuts costs by 82%

hwchase17 · x · 2026-08-27

LangChain launched LangSmith Tuned Evaluators, starting with Perceived Error. This managed judge reads thread evidence to flag where agents go sideways. The company claims it outperforms every frontier model in their benchmark and reduces evaluation costs by 82%.

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