LangChain launches LangSmith Tuned Evaluators starting with Perceived Error

LangSmith Tuned Evaluators automatically score agent behavior in production traces, starting with a Perceived Error judge. LangChain says its specialized model beat frontier-model accuracy while cutting evaluation cost by up to 82%.