[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"topic-zh-mlops-ml-":3},{"cluster":4,"timeline":16},{"id":5,"slug":6,"title":7,"pinned":8,"status":9,"summary":10,"category":11,"language":12,"created_at":13,"merged_into":14,"article_count":15,"first_seen_at":13,"last_updated_at":13},"4994917a-58dd-44dc-bd32-68062a3510ac","mlops-ml-","MLOps 是什麼？ML 團隊怎麼上線模型",false,"active","MLOps 把模型訓練、測試、部署和監控變成可重複流程。這篇用 AWS 的視角，拆解它怎麼運作、為何重要，以及和 DevOps 的差別。","tools","zh","2026-07-05T09:01:36.697996+00:00",null,1,[17],{"id":18,"slug":19,"title":7,"summary":10,"category":11,"image_url":20,"cover_image":20,"published_at":21,"is_canonical_seed":22},"8ebda40b-9172-4a86-bc27-52f4d301f210","mlops-explained-how-ml-teams-ship-models-zh","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775143133896-37yf.png","2026-04-02T15:18:31.766+00:00",true]