Unverified50% confidenceFactExact time
DeepAgents 分层设计保留了逃生舱口，当高层封装不满足需求时开发者仍可直接操作 LangGraph 图结构或 LangChain 底层组件
1
Sources
50%
Confidence
Long-term
Relevance
7/20/2026
First Seen
Sources
Related Claims
UnverifiedDeepAgents is a wrapper built on top of LangChain and LangGraph.76% similarVerifiedThe LangChain team launched a framework called DeepAgent to implement the Harness Engineering architecture.74% similarUnverifiedDeepAgent is a highly encapsulated component within the LangGraph ecosystem, built on top of large models plus Agent, where the Agent at its core is essentially an implementation of LangGraph73% similarUnverifiedLangChain提供零件，LangGraph提供引擎与编排，DeepAgents把生产级能力预先装好71% similarUnverifiedThe security mechanisms discussed in this article apply simultaneously to three levels—LangGraph, LangChain, and DeepAgents—with the specific code implementation residing at the LangChain layer.70% similar
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