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LangChain DeepAgents offers a production-ready agent harness built on LangGraph, coordinating tools, memory, files, sub-agents, and human oversight for long-term tasks. It transforms LLMs from chat tools into self-running systems, with an Alert Triage DeepAgent notebook demonstrating real business use cases.
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