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langchain9 min read

Building Long-Running Agents with ScaleDown and Deep Agents

Use ScaleDown's constrained decoding models with LangChain and Deep Agents to summarize history, compress tool results, and extract data faster and cheaper.

By LangChain AccountsLangChain Blog
Building Long-Running Agents with ScaleDown and Deep Agents

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Originally published by LangChain Blog on Oct 13, 2026.

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