"Most agents don't learn, they just leave traces."

In 12 minutes, @jakebroekhuizen breaks down how to actually close the loop.

Surface issues with LangSmith Engine
Write memory updates back to Context Hub
Let the agent actually improve between runs

If you're thinking about how… https://t.co/aIfMwT33hM pic.twitter.com/QcjKez5SQ4

— LangChain (@LangChain) 24 juin 2026

Most agents don't learn, they just leave traces. In 12 minutes,
@jakebroekhuizen
explains how to actually close the loop. Surface issues with the LangSmith engine
Write memory updates to the Context Hub
Let the agent

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