[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-machine-learning-production":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"edc7de23-923c-4683-a316-427809b4b668","machine learning production","machine-learning-production",0,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"300b42e9-6fea-45f4-bc4a-664cb7244ade","mlops-is-not-optional-for-production-ml-en","MLOps is not optional if you want ML in production","MLOps is the operational layer that turns machine learning models into reliable production systems.","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781543872489-ll37.png","en","2026-06-15T17:17:22.508357+00:00"]