LangChain spotlights five controls for LangGraph agents in production
Overview
LangChain posts that Poland Ambassador Simon Budziak describes five controls behind two production agents built on LangGraph and LangSmith, with code for each.
In one, a patient education assistant, a confidence gate routes about 15% of conversations to a clinician. Budziak reports that clinicians judged 80% of those handoffs appropriate.
The post is a single report from LangChain's X account. Its evidence is Budziak's own account of the two agents, and the report does not give the other three controls.
Written by AI from the articles below · updated Nov 1, 1:12 PM ET
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LangChain@LangChainOfficialLangChain spotlights five controls for LangGraph agents in productionAIPoland Ambassador Simon Budziak describes five controls behind two production agents built on LangGraph and LangSmith, with code for each. In a patient education assistant, a confidence gate routes about 15% of conversations to a clinician, and clinicians judged 80% of those handoffs appropriate.

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