LangChain launches LangSmith Engine for automated agent failure triage

LangSmith Engine, now in public beta, automatically clusters production agent failures into named issues, diagnoses root causes against code, and generates pull requests. It also proposes custom online evaluators and pulls failing traces into offline eval datasets to prevent regressions.