Tools2h ago
LangSmith Launches Tuned Evaluators For Agent Traces
The new Perceived Error metric attaches quality feedback directly to production traces. LangSmith uses this data to help developers isolate and fix specific agent mistakes. It streamlines the debugging loop for complex workflows. Practitioners can now quantify failures with higher precision than generic LLM-based evaluation methods allow.