Unverified50% confidenceFactExact time
第一代智能体框架如LangChain、AutoGen采用命令式设计，任何行为调整都需改动代码、走CI/CD流水线、重新部署
1
Sources
50%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
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