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yan5xu

@yan5xu

7/29/2025, 2:17:35 AM

五月份发到即刻上的一个随想。
昨天回家路上突然想到一个让Agent自我成长的框架:
大部分工作都能梳理成SOP → SOP变成workflow → workflow打包成tool → tool又能成为新workflow的节点...
受《思考,快与慢》启发,这个框架天然就有两套系统:
慢系统:像人深度思考,注重逻辑推演。用最贵最聪明的大模型分析和梳理工作流程
快系统:像人的直觉,着重快速反应。用低成本模型/自动化工具执行
慢系统主动梳理工作流程,提炼成SOP,沉淀到快系统变成固定workflow。原本需要昂贵大模型一步步推理的任务,现在用便宜的工具就能快速执行!
就像公司里的牛人专门做SOP梳理一样,Agent也能主动优化自己。
现在LLM已经足够聪明,还能通过写代码自我拓展。Agent也需真的可以像人一样持续进化了!
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