[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-copilot":3},{"tag":4,"articles":11,"peer_article_count":156},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"b43c0e19-a9c9-4458-bacd-17bc7a80528d","Copilot","copilot",7,"Copilot 已從程式碼補全工具，延伸到企業工作流、資料訓練與定價策略的核心位置。這個主題涵蓋 GitHub Copilot、Microsoft 365 Copilot，以及它和 Claude Code、Cursor 等工具在權限、成本與實際效能上的差異。","Copilot now sits at the center of AI-assisted development and enterprise workflows, spanning GitHub Copilot, Microsoft 365 Copilot, data-use policies, and pricing tiers. This tag tracks how it compares with tools like Claude Code and Cursor in capability, cost, and control.",[12,21,28,35,42,49,57,64,71,78,85,92,99,107,114,121,128,135,142,149],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"e6695966-a6f4-4b71-ab89-cd61bc205d43","microsoft-190b-ai-capex-plan-msft-452-zh","Microsoft 1900億美元 AI 支出壓力測試 MSFT 452","Microsoft 傳出 2026 年約 1900 億美元資本支出計畫，MSFT 股價約 452 美元。Azure 仍在成長，但市場開始檢驗這筆 AI 砸資金是否能換回足夠回報。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782724684761-zzp0.png","zh","2026-06-29T09:17:26.886615+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":17,"image_url":26,"cover_image":26,"language":19,"created_at":27},"1709aaa0-6b69-402d-954c-9b367d30a5f0","microsoft-ai-education-report-adoption-support-zh","微軟：AI 已成教室日常","微軟最新教育報告指出，AI 已在校園廣泛使用。現在的重點不是要不要導入，而是訓練、政策與管理工具跟不跟得上。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782415075444-xfph.png","2026-06-25T19:17:27.883368+00:00",{"id":29,"slug":30,"title":31,"summary":32,"category":17,"image_url":33,"cover_image":33,"language":19,"created_at":34},"e8fb0c5c-9eaa-4ac3-8bbc-0b2975f70be8","june-2026-agentic-ai-platform-war-memory-zh","2026 企業 Agent 平台戰，焦點是記憶","2026 年 6 月，企業 AI 競爭轉向 agent 記憶、上下文與動作控制。Microsoft、Snowflake、Databricks 等都在搶這個入口。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781023673724-zli0.png","2026-06-09T16:47:18.758614+00:00",{"id":36,"slug":37,"title":38,"summary":39,"category":17,"image_url":40,"cover_image":40,"language":19,"created_at":41},"278f8342-b7a8-48a3-b124-1a8c161a9076","5-ways-microsoft-and-mayo-clinic-are-using-ai-zh","5 種 Microsoft 與 Mayo Clinic 的 AI 用法","5 種用法看懂 Microsoft 與 Mayo Clinic 如何把 AI 用在醫療建議、臨床支援與更安全的回答上。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780681676255-rvye.png","2026-06-05T17:47:24.854111+00:00",{"id":43,"slug":44,"title":45,"summary":46,"category":17,"image_url":47,"cover_image":47,"language":19,"created_at":48},"6d2568ba-f5d3-41b3-8111-9fe820613e84","why-microsoft-new-ai-models-break-openai-dependence-zh","為什麼微軟自建 AI 模型，才是擺脫 OpenAI 依賴的正確路線","微軟自建 AI 模型是對的，因為它能降低對 OpenAI 的依賴，並把推理成本與產品控制權收回自己手上。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780522384832-8cbv.png","2026-06-03T21:32:24.837196+00:00",{"id":50,"slug":51,"title":52,"summary":53,"category":54,"image_url":55,"cover_image":55,"language":19,"created_at":56},"dbd7c5e0-0d56-45db-b203-4a35d30f3170","codex-cli-terminal-code-workflow-guide-zh","Codex CLI 讓你在終端寫程式","我把知乎的 Codex 上手指南拆成終端、IDE、Copilot 都能直接套用的工作流模板。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780089500595-ctz9.png","2026-05-29T21:17:52.705887+00:00",{"id":58,"slug":59,"title":60,"summary":61,"category":54,"image_url":62,"cover_image":62,"language":19,"created_at":63},"a0b94b8c-7f54-4359-bd55-a07b08a4cfc5","github-esc-merch-dev-culture-summer-gear-zh","GitHub ESC 周邊把開發者文化做成夏季裝備","GitHub 推出 ESC 周邊，把 Octocat、泳池用品和夏季服飾包成一套。這篇看它怎麼把開發者文化做成可穿、可玩、可買的品牌商品。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780068787870-8a6d.png","2026-05-29T15:32:35.172697+00:00",{"id":65,"slug":66,"title":67,"summary":68,"category":17,"image_url":69,"cover_image":69,"language":19,"created_at":70},"20a09a8e-9e7f-4a1a-bee1-94659af6cb5f","github-outages-stalled-microsoft-ai-coding-lead-zh","GitHub 故障拖慢微軟 AI 編碼優勢","我拆 GitHub 故障與 Azure 轉移卡住微軟 AI 編碼優勢的原因，最後給你一份可直接套用的穩定性 playbook。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779859114521-6bdl.png","2026-05-27T05:18:05.698686+00:00",{"id":72,"slug":73,"title":74,"summary":75,"category":17,"image_url":76,"cover_image":76,"language":19,"created_at":77},"7a3f3bda-097a-44f8-9266-3ccdaf7cc061","microsoft-ey-ai-pilots-to-production-zh","Microsoft 和 EY 把 AI Pilot 變上線","拆解 Microsoft 與 EY 的 AI 合作，整理成一套把 pilot 送進受控 production 的實戰模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779523596548-kgp6.png","2026-05-23T08:06:00.84922+00:00",{"id":79,"slug":80,"title":81,"summary":82,"category":17,"image_url":83,"cover_image":83,"language":19,"created_at":84},"61b0fe9d-c797-414c-adb4-31a5b75e3873","microsoft-may-2026-partner-updates-copilot-marketplace-compl-zh","Microsoft 2026 夥伴更新重點","Microsoft 2026 年 5 月 Partner Center 更新，重點是 Copilot 三年方案、Marketplace 自動啟用、Secure Boot 憑證與法國電子發票時程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779354974800-1i9a.png","2026-05-21T09:15:41.395385+00:00",{"id":86,"slug":87,"title":88,"summary":89,"category":54,"image_url":90,"cover_image":90,"language":19,"created_at":91},"1e852f64-41ab-476c-83a6-d0c8732f86b1","xurrent-q2-2026-ai-release-turns-itsm-into-agents-zh","Xurrent Q2 AI 讓 ITSM 變成代理","拆 Xurrent Q2 2026 AI 發佈怎麼把 Assist、Copilot、agent 分層塞進 ITSM，最後附可直接複製的 rollout 模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779140063861-o0jh.png","2026-05-18T21:33:56.788859+00:00",{"id":93,"slug":94,"title":95,"summary":96,"category":54,"image_url":97,"cover_image":97,"language":19,"created_at":98},"1dd2b6c7-15a2-4d22-8a24-f6d12b4ec78d","microsoft-skills-174-ai-coding-skills-zh","Microsoft 開源 174 個 AI 編碼技能","Microsoft 開源 174 個 AI 編碼技能與 agent 設定，讓 GitHub Copilot、MCP 與 Azure SDK 更懂專案脈絡，少一點亂猜。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779035059510-ydmo.png","2026-05-17T16:23:51.29023+00:00",{"id":100,"slug":101,"title":102,"summary":103,"category":104,"image_url":105,"cover_image":105,"language":19,"created_at":106},"10479c95-53c6-4723-9aaa-2fde5fb19ee7","github-agentic-workflows-ai-github-actions-zh","GitHub 把 AI 代理放進 Actions","GitHub Agentic Workflows 把 AI 代理塞進 GitHub Actions，讓團隊用 markdown 寫流程、用多層安全控管跑自動化。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778551884342-8io7.png","2026-05-12T02:11:02.069769+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":17,"image_url":112,"cover_image":112,"language":19,"created_at":113},"b5fe9502-835d-4448-86cf-21add9b337fa","microsoft-ai-tracker-80b-bet-zh","微軟的 AI 下注有多大","Larridin 的 AI Tracker 給微軟 5.0 滿分，背後是 800 億美元 AI 投資、Copilot 企業滲透與 Azure 成長數據。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778274651359-cfjt.png","2026-05-08T21:10:33.873202+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":104,"image_url":119,"cover_image":119,"language":19,"created_at":120},"fac79d39-f8d7-4936-8079-fcb9c297e313","microsoft-365-copilot-cowork-claude-partnership-zh","Microsoft 365 把 Copilot 推向執行層","Microsoft 365 正把 Copilot 從聊天工具推向任務執行，還透過與 Anthropic 的合作把 Claude 拉進企業工作流，背後是 300 億美元級別的佈局。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775304230592-esm8.png","2026-04-04T12:03:33.333726+00:00",{"id":122,"slug":123,"title":124,"summary":125,"category":17,"image_url":126,"cover_image":126,"language":19,"created_at":127},"3bd1841e-dd4d-4776-8597-8c3f3e240a03","github-copilot-data-ai-training-opt-out-zh","GitHub 預設拿 Copilot 資料訓練 AI","GitHub 將在 4 月 24 日起，預設把 Copilot Free、Pro、Pro+ 的互動資料拿去訓練 AI。若你不想被收進資料管線，得手動關閉設定。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775121661227-ays4.png","2026-04-02T08:06:30.082985+00:00",{"id":129,"slug":130,"title":131,"summary":132,"category":54,"image_url":133,"cover_image":133,"language":19,"created_at":134},"827d25dd-2ffe-4016-99d4-f49d030276b4","ai-coding-tool-prices-2026-free-vs-paid-zh","2026 AI 寫程式工具價格整理","2026 年 AI 寫程式工具價格已分成免費、$10～$20 入門與 $100 以上重度方案。本文比較 Copilot、Cursor、Windsurf、Claude Code 等方案，幫你看懂配額、信用點數與真實成本。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775121662577-ovus.png","2026-04-02T07:18:46.539249+00:00",{"id":136,"slug":137,"title":138,"summary":139,"category":54,"image_url":140,"cover_image":140,"language":19,"created_at":141},"c2c4ccf8-54bd-4e15-8413-de31dd0aea77","claude-code-vs-copilot-2026-zh","Claude Code 與 Copilot：2026 工具…","探索 Claude Code 與 Copilot 之間的功能差異與效能比較，助你做出最佳選擇。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774848362374-6xb5.png","2026-03-30T03:00:46.534318+00:00",{"id":143,"slug":144,"title":145,"summary":146,"category":17,"image_url":147,"cover_image":147,"language":19,"created_at":148},"4433ccc9-1c14-4d5d-9d42-d65a92834328","microsoft-recasts-copilot-to-back-suleymans-models-zh","微軟重整 Copilot，押注自研模型","微軟把商用與消費版 Copilot 團隊整併，讓 Mustafa Suleyman 抽身回到模型研發。背後原因很直接：Copilot 日活只有 600 萬，遠落後 ChatGPT 的 4.4 億、Gemini 的 8200 萬。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774516833154-toqa.png","2026-03-26T07:45:59.862079+00:00",{"id":150,"slug":151,"title":152,"summary":153,"category":17,"image_url":154,"cover_image":154,"language":19,"created_at":155},"aa9a7b81-301c-4095-9e72-c89d597a864e","microsoft-pulls-back-copilot-in-windows-11-zh","微軟收手了，Windows 11 Copilot 縮水","微軟開始縮減 Windows 11 內建 App 的 Copilot 入口，包含 Photos、Widgets、Notepad 與 Snipping Tool。這次調整反映使用者反彈、隱私疑慮，還有一個更現實的問題：人工智慧到底該放在哪裡，才不會變成干擾。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774516781089-p3af.png","2026-03-26T07:44:10.786929+00:00",14]