[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-多代理系統":3},{"tag":4,"articles":10,"peer_article_count":11},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":9},"388f0d4a-aaa0-42bd-805f-e9d68f4791b3","多代理系統",3,"多代理系統指的是讓多個 AI agent 分工協作、由 orchestrator 協調任務的架構，常見於研究、寫作、維運與自動化流程。它的重點不只在模型能力，而在角色切分、狀態同步、失敗回復與治理，這些都直接影響能否進入真實環境。","Multi-agent systems coordinate several AI agents through an orchestrator so tasks can be split across research, writing, operations, and automation. The hard parts are role design, state sharing, failure recovery, and governance, which determine whether agents can run reliably in production.",[],4]