[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-軟體工程":3},{"tag":4,"articles":10,"peer_article_count":58},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":9},"81e717f9-2938-4b97-89df-f5b8c5183082","軟體工程",3,"軟體工程不只是在寫程式，還包含需求拆解、架構設計、測試、code review 與部署流程。當 AI 進入開發現場，重點也從「會不會產碼」轉向如何建立 harness、評估可靠性，並避免 vibe coding 讓系統變脆弱。","Software engineering covers more than writing code: requirement breakdown, architecture, testing, code review, and deployment. With AI in the loop, the key shift is from code generation to building reliable harnesses, measuring failure modes, and keeping systems maintainable.",[11,20,28,36,43,51],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"279c8306-f41d-4bcc-a87a-2d3c0a905d39","gpu-programming-core-software-skill-zh","GPU 編程正在成為核心軟體技能","GPU 編程不該再被視為圖形學旁支，它正在變成現代軟體工程的核心技能，因為大量資料並行運算已經是主流工作負載。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781109180204-axgz.png","zh","2026-06-10T16:32:18.403171+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":25,"image_url":26,"cover_image":26,"language":18,"created_at":27},"b30ba45c-3927-4ff3-9682-8d29d6428e6e","coders-should-stop-refusing-work-without-ai-zh","為什麼程式設計師不該拒絕在沒有 AI 的情況下工作","程式設計師把 AI 當成工作門檻，短期看似更快，長期卻會累積維護債、扭曲績效衡量，並放大品質風險。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780444965678-4gbp.png","2026-06-03T00:02:21.177927+00:00",{"id":29,"slug":30,"title":31,"summary":32,"category":33,"image_url":34,"cover_image":34,"language":18,"created_at":35},"a553de67-f015-4f68-af27-06d57ab1e6b3","why-minimax-m27-self-evolution-matters-zh","為什麼 MiniMax M2.7 的自我進化，比基準分數更重要","MiniMax M2.7 的重點不是分數，而是把模型改進變成代理式工作流；這代表 AI 競爭正從榜單轉向系統能力。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779077631921-lt4p.png","2026-05-18T04:13:26.004663+00:00",{"id":37,"slug":38,"title":39,"summary":40,"category":25,"image_url":41,"cover_image":41,"language":18,"created_at":42},"fcc8d167-dc0f-4514-8d6b-4f4230547616","prompt-to-harness-ai-engineering-shift-zh","從 Prompt 到 Harness 工程","OpenAI 透露，一個 3 人團隊用 Codex、5 個月，合併約 1,500 個 PR，做出超過 100 萬行程式碼的產品。重點不在寫 prompt，而是怎麼設計讓 AI 能穩定工作的 harness。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775630042932-7zhw.png","2026-04-08T06:33:43.724227+00:00",{"id":44,"slug":45,"title":46,"summary":47,"category":48,"image_url":49,"cover_image":49,"language":18,"created_at":50},"21805270-d3b7-4155-8e3f-2c650cef3315","tested-devin-10-tasks-finished-3-zh","我測了 Devin 10 個任務，只做完 3 個","Devin 在 SWE-bench 只拿 13.86%，實測 10 個真實任務也只完成 3 個。這篇拆解它在哪些工作能用、哪些地方會亂掉。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775167981590-g2tr.png","2026-04-02T22:12:37.165364+00:00",{"id":52,"slug":53,"title":54,"summary":55,"category":16,"image_url":56,"cover_image":56,"language":18,"created_at":57},"c531c92b-0f20-46ab-ba20-c9cc96feb94b","cursor-ceo-warns-vibe-coding-shaky-software-zh","Cursor CEO 警告：別只靠 vibe coding","Cursor CEO Michael Truell 警告，AI 寫碼若跳過 code review，軟體會變脆弱。Cursor 走的是讓工程師持續參與的路線。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775125819891-qz17.png","2026-04-02T08:54:41.04906+00:00",0]