LangChain(@LangChainAI)

Renuka Kumar and Prashanth Ramagopal from the @Cisco team built a LangSmith + LangGraph powered fram...

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Renuka Kumar and Prashanth Ramagopal from the @Cisco team built a LangSmith + LangGraph powered fram...

TL;DR · AI 摘要

思科工程师使用LangSmith和LangGraph构建了模拟真实软件团队的多智能体协作框架。

核心要点

  • 基于LangGraph和LangSmith实现多智能体协同工作流
  • 框架设计模仿真实软件开发团队的角色与协作模式
  • 案例展示了智能体工程在企业级应用中的实践探索
#LangChain#LangGraph#LangSmith#多智能体系统#AI工程化
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An inside look → https://t.co/yY9wy9LsCd https://t.co/S9RJCbImjG" / X

LangChain on X: "Renuka Kumar and Prashanth Ramagopal from the @Cisco team built a LangSmith + LangGraph powered framework for multi-agent coordination that behaves like a real-world software team. An inside look → https://t.co/yY9wy9LsCd https://t.co/S9RJCbImjG" / X

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LangChain

@LangChain

Renuka Kumar and Prashanth Ramagopal from the

@Cisco

team built a LangSmith + LangGraph powered framework for multi-agent coordination that behaves like a real-world software team. An inside look → https://langchain.com/blog/agentic-e ngineering-redefining-software-engineering?utm_source=twitter&utm_medium=social…

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Image 4: Image

8:38 PM · Apr 17, 2026

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