https://www.hansking.cn/blog A posts created with Next.js and Tailwind.css en-us admin@hansking.cn (HANS) admin@hansking.cn (HANS) Sun, 11 May 2025 10:00:00 GMT https://www.hansking.cn/blog/2026duo-zhi-neng-ti-xie-zuo-shen-me-shi-hou-zhi-de-chai-cheng-duo-ge-Agent https://www.hansking.cn/blog/2026duo-zhi-neng-ti-xie-zuo-shen-me-shi-hou-zhi-de-chai-cheng-duo-ge-Agent [{"value":"多智能体协作：什么时候值得拆成多个 Agent","url":"#多智能体协作什么时候值得拆成多个-agent","depth":1},{"value":"一、先问一个不太讨喜的问题：单 Agent 真的不够吗","url":"#一先问一个不太讨喜的问题单-agent-真的不够吗","depth":2},{"value":"二、什么情况下拆分确实有价值","url":"#二什么情况下拆分确实有价值","depth":2},{"value":"1. 任务有天然的专业边界","url":"#1-任务有天然的专业边界","depth":3},{"value":"2. 不同环节需要不同权限","url":"#2-不同环节需要不同权限","depth":3},{"value":"3. 某些工作可以并行","url":"#3-某些工作可以并行","depth":3},{"value":"4. 需要相互质疑，而不是只需要多写一遍","url":"#4-需要相互质疑而不是只需要多写一遍","depth":3},{"value":"三、四种常见协作模式","url":"#三四种常见协作模式","depth":2},{"value":"顺序流水线：一个接一个传递结果","url":"#顺序流水线一个接一个传递结果","depth":3},{"value":"并行专家：多个 Agent 同时给出独立意见","url":"#并行专家多个-agent-同时给出独立意见","depth":3},{"value":"监督者—执行者：负责规划与执行分离","url":"#监督者执行者负责规划与执行分离","depth":3},{"value":"辩论与裁决：不同假设之间互相挑战","url":"#辩论与裁决不同假设之间互相挑战","depth":3},{"value":"四、协作的核心不是聊天，而是共享状态","url":"#四协作的核心不是聊天而是共享状态","depth":2},{"value":"五、消息协议要小，结果要能验证","url":"#五消息协议要小结果要能验证","depth":2},{"value":"六、失败恢复比角色数量更值得设计","url":"#六失败恢复比角色数量更值得设计","depth":2},{"value":"七、如何判断拆分没有成功","url":"#七如何判断拆分没有成功","depth":2},{"value":"八、我的结论：把 Agent 当成有边界的同事","url":"#八我的结论把-agent-当成有边界的同事","depth":2}] Sun, 11 May 2025 10:00:00 GMT admin@hansking.cn (HANS) AILLMAgent多智能体架构