Candidly’s agent Cait reads partial traces to infer user state mid-conversation and steer replies, using a LangSmith labeling pipeline at 92.3% human agreement.
How Candidly Built State-Aware Agent Harnesses in LangSmith
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August 26, 2026
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langchain