Unverified50% confidenceFactExact time
智能体工作流理念由 Andrew Ng 等 AI 学者重点推广，已成为 LangChain、AutoGen、Google ADK 等主流框架的底层逻辑
1
Sources
50%
Confidence
Long-term
Relevance
7/6/2026
First Seen
Sources
AIVenture: Master Agent Development and Vibe Coding Through a Dungeon Game
bilibili多巴胺矩阵7/3/2026
Related Claims
Unverified吴恩达（Andrew Ng）提出了Agentic AI设计模式76% similarUnverifiedLangChain has largely become the de facto standard for AI application development and is used by numerous enterprises to build intelligent customer service, knowledge bases, and automated workflows.73% similarUnverified本文基于Andrew Ng主讲的Agentic AI课程内容整理72% similarUnverifiedAndrew Ng systematically articulated the vision of Agentic AI in multiple public talks in early 202471% similarUnverifiedAI workflow tools such as LangChain, AutoGen, and CrewAI have productized the multi-agent division-of-labor paradigm, allowing developers to define agent teams and orchestrate collaborative workflows.71% similar
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