How-ToDevelopersAugust 4, 2026

LangChain: How to evaluate voice agents across execution, outcome, and experience

LangChain's framework measures voice agents on execution (did the agent follow instructions), outcome (did it achieve the goal), and experience (was the call smooth). LangSmith traces full interactions, with code evaluators, LLM judges, and human review to spot weaknesses like awkward pauses or missing context.

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LangChain: How to evaluate voice agents across execution, outcome, and experience