[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-cursor-3-unified-workspace-agents-zh":3,"tags-cursor-3-unified-workspace-agents-zh":33,"related-lang-cursor-3-unified-workspace-agents-zh":51,"related-posts-cursor-3-unified-workspace-agents-zh":55,"series-model-release-c889a67c-44d4-4125-a453-8d8c9b9a2631":92},{"id":4,"title":5,"content":6,"summary":7,"source":8,"source_url":9,"author":10,"image_url":11,"keywords":12,"language":21,"translated_content":10,"views":22,"is_premium":23,"created_at":24,"updated_at":24,"cover_image":11,"published_at":25,"rewrite_status":26,"rewrite_error":10,"rewritten_from_id":27,"slug":28,"category":29,"related_article_id":30,"status":31,"google_indexed_at":32,"x_posted_at":10,"tweet_text":10,"title_rewritten_at":10,"title_original":10,"key_takeaways":10,"topic_cluster_id":10,"embedding":10,"is_canonical_seed":23},"c889a67c-44d4-4125-a453-8d8c9b9a2631","Cursor 3 把 Agent 收進同一個工作區","\u003Cp>\u003Ca href=\"https:\u002F\u002Fcursor.com\" target=\"_blank\" rel=\"noopener\">Cursor\u003C\u002Fa> 最近很敢講。它直接說，軟體開發進入第三個階段。這次的 \u003Ca href=\"https:\u002F\u002Fcursor.com\u002Fblog\u002Fcursor-3\" target=\"_blank\" rel=\"noopener\">Cursor 3\u003C\u002Fa>，就是要把 Agent 工作集中到同一個工作區。\u003C\u002Fp>\u003Cp>這次更新不是只加一個聊天窗。它把本機、雲端、瀏覽器、差異比對，還有多個 session 放進同一套流程。\u003Ca href=\"\u002Fnews\u002Fcursor-3-autonomous-agents-platform-update-zh\">Curs\u003C\u002Fa>or 說，工程師常常同時開著 3 到 5 個對話、終端機和工具。說真的，這很像在跟 6 個人開會。\u003C\u002Fp>\u003Ch2>Cursor 3 到底改了什麼\u003C\u002Fh2>\u003Cp>\u003Ca href=\"\u002Fnews\u002Fcursor-3-agent-interface-update-zh\">Curs\u003C\u002Fa>or 3 的核心想法很直接。它不再把 Agent 當成側邊欄功能。它把 Agent 變成工作區的主角。這代表你開啟專案後，看到的不只是檔案樹，還有正在跑的本機與雲端任務。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775262104693-ztaz.png\" alt=\"Cursor 3 把 Agent 收進同一個工作區\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>這次介面也不是舊 IDE 外殼慢慢修修補補。Cursor 直接重做整個介面。這點很重要。因為它原本是從 \u003Ca href=\"https:\u002F\u002Fcode.visualstudio.com\" target=\"_blank\" rel=\"noopener\">VS Code\u003C\u002Fa> 分支出來的。一路演化後，現在終於不太像傳統編輯器了。\u003C\u002Fp>\u003Cp>講白了，Cursor 3 想解決的不是「怎麼寫更多字元」。它想解決的是「怎麼管好一堆 Agent」。這個方向很合理，因為現在很多團隊的瓶頸，已經不是模型不會寫，而是人類跟不上上下文切換。\u003C\u002Fp>\u003Cul>\u003Cli>本機與雲端 Agent 放在同一個 sidebar\u003C\u002Fli>\u003Cli>支援多個 workspace 與 multi-repo\u003C\u002Fli>\u003Cli>session 可在雲端與本機間接手\u003C\u002Fli>\u003Cli>雲端 Agent 可產出 demo 與 screenshot\u003C\u002Fli>\u003Cli>可隨時切回 Cursor IDE 做人工檢查\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>為什麼接手流程最關鍵\u003C\u002Fh2>\u003Cp>Cursor 3 最有意思的地方，是本機和雲端之間的接手。你可以先在雲端跑一段任務，再拉回本機繼續改。你也可以先在本機測完，再丟回雲端讓它繼續跑。這種流程，才像真的在管理工作，而不是跟聊天機器人閒聊。\u003C\u002Fp>\u003Cp>這件事對長任務特別有用。像是大型 refactor、慢速測試、跨很多檔案的修補。這些工作最怕什麼？最怕你要一直盯著。只要人一離開，整個流程就斷掉。Cursor 說雲端可以在你闔上筆電後繼續跑，這就很實際。\u003C\u002Fp>\u003Cp>我覺得這裡的重點，不是模型有多會寫。重點是流程有沒有順。Agent 工作一旦要人類一直盯，效率就會掉很快。你不是在管理程式碼，你是在當保母。\u003C\u002Fp>\u003Cblockquote>“Software development is changing, and so is Cursor.” — \u003Ca href=\"https:\u002F\u002Fcursor.com\u002Fblog\u002Fcursor-3\" target=\"_blank\" rel=\"noopener\">Cursor\u003C\u002Fa>\u003C\u002Fblockquote>\u003Cp>Cursor 也把 \u003Ca href=\"https:\u002F\u002Fcursor.com\u002Fblog\u002Fintroducing-composer-2\" target=\"_blank\" rel=\"noopener\">Composer 2\u003C\u002Fa> 拉進來當核心模型。它主打高使用量與快速迭代。這代表產品思路很清楚：模型負責產出，工作區負責調度。兩者缺一個，體驗就會卡。\u003C\u002Fp>\u003Ch2>跟其他 AI coding 工具有什麼差別\u003C\u002Fh2>\u003Cp>這市場真的很擠。\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\" target=\"_blank\" rel=\"noopener\">GitHub Copilot\u003C\u002Fa> 還是很多團隊的預設選項。\u003Ca href=\"https:\u002F\u002Fwww.anthropic.com\u002Fclaude-code\" target=\"_blank\" rel=\"noopener\">Claude Code\u003C\u002Fa> 則更偏 terminal-first。Cursor 的打法不一樣，它想做的是一個能統管 Agent 的工作區。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775262106556-700v.png\" alt=\"Cursor 3 把 Agent 收進同一個工作區\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>如果只看功能列表，大家都會說自己有 AI。差別在於，誰幫你把工作串起來。Cursor 3 想把 diffs、browser、session、PR 流程都放在同一個地方。這不是單純加功能，而是改工作方式。\u003C\u002Fp>\u003Cp>這也讓 Cursor 比較像「Agent 控制台」，不是單純的編輯器外掛。對開發者來說，這種差異很重要。你要的不是多一個按鈕。你要的是少切幾次視窗。\u003C\u002Fp>\u003Cul>\u003Cli>\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\" target=\"_blank\" rel=\"noopener\">GitHub Copilot\u003C\u002Fa> 偏向 inline 建議與聊天\u003C\u002Fli>\u003Cli>\u003Ca href=\"https:\u002F\u002Fwww.anthropic.com\u002Fclaude-code\" target=\"_blank\" rel=\"noopener\">Claude Code\u003C\u002Fa> 偏向終端機操作\u003C\u002Fli>\u003Cli>\u003Ca href=\"https:\u002F\u002Fcursor.com\" target=\"_blank\" rel=\"noopener\">Cursor\u003C\u002Fa> 強調單一工作區管理多個 Agent\u003C\u002Fli>\u003Cli>Cursor 支援從雲端產出 demo 與 screenshot\u003C\u002Fli>\u003Cli>Cursor 內建 browser，能直接測本機網站\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>Browser 和 Marketplace 為什麼有用\u003C\u002Fh2>\u003Cp>Cursor 3 另外加了兩個很實際的東西。第一個是內建 browser。第二個是 \u003Ca href=\"https:\u002F\u002Fcursor.com\u002Fmarketplace\" target=\"_blank\" rel=\"noopener\">Cursor Marketplace\u003C\u002Fa>。這兩個功能，剛好把「寫完」跟「驗證」接起來。\u003C\u002Fp>\u003Cp>先講 browser。Agent 寫完前端後，最怕你還要跳去別的工具測 UI。Cursor 直接讓 Agent 打開本機網站，檢查行為，甚至看畫面變化。這比只看 log 實用太多。因為前端 bug 很多時候不是錯誤訊息，而是畫面怪怪的。\u003C\u002Fp>\u003Cp>再來是 Marketplace。Cursor 說這裡有數百個插件，支援 MCP、skills、subagents，還能一鍵安裝。團隊也能做私有 marketplace。這很像把 Agent 的外掛生態，直接拉成企業工具箱。\u003C\u002Fp>\u003Cul>\u003Cli>內建 browser 可直接開本機網站\u003C\u002Fli>\u003Cli>Marketplace 提供數百個插件\u003C\u002Fli>\u003Cli>支援 MCP、skills、subagents\u003C\u002Fli>\u003Cli>團隊可建立私有 marketplace\u003C\u002Fli>\u003Cli>插件可一鍵安裝\u003C\u002Fli>\u003C\u002Ful>\u003Cp>這裡的價值很明確。Agent coding 不是只會生 code。它還要能驗證結果。能看畫面、能跑流程、能回頭修正，整個迴圈才會短。少了這段，AI 產碼還是像在賭。\u003C\u002Fp>\u003Ch2>數據和競品怎麼看\u003C\u002Fh2>\u003Cp>如果把 Cursor 3 放到競品裡看，它的定位其實很清楚。Copilot 強在滲透率。Claude Code 強在 terminal 工作流。Cursor 則想吃下「多人、多 session、多環境」這塊。\u003C\u002Fp>\u003Cp>這個差異不是口號。它反映在操作方式上。Copilot 通常是你在編輯器裡叫它。Claude Code 常常是你在終端機裡跟它對話。Cursor 3 則是讓你在一個地方看全部狀態。對需要管理多個任務的團隊，這很有感。\u003C\u002Fp>\u003Cp>如果看工作型態，Cursor 的設計比較像專案總控。尤其是從 commit 到 PR 的流程。它不是只幫你\u003Ca href=\"\u002Fnews\u002Fbuild-language-servers-in-go-without-boilerplate-zh\">寫一\u003C\u002Fa>段 code，而是試著把整個交付鏈接起來。這點對團隊合作很重要。\u003C\u002Fp>\u003Cul>\u003Cli>\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Ffeatures\u002Fcopilot\" target=\"_blank\" rel=\"noopener\">GitHub Copilot\u003C\u002Fa>：偏 editor 內建建議\u003C\u002Fli>\u003Cli>\u003Ca href=\"https:\u002F\u002Fwww.anthropic.com\u002Fclaude-code\" target=\"_blank\" rel=\"noopener\">Claude Code\u003C\u002Fa>：偏 terminal agent\u003C\u002Fli>\u003Cli>\u003Ca href=\"https:\u002F\u002Fcursor.com\u002Fblog\u002Fcursor-3\" target=\"_blank\" rel=\"noopener\">Cursor 3\u003C\u002Fa>：偏單一工作區整合\u003C\u002Fli>\u003Cli>Cursor 主打本機與雲端可互相接手\u003C\u002Fli>\u003Cli>Cursor 主打從 commit 走到 PR 的連續流程\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>這波其實在改工作習慣\u003C\u002Fh2>\u003Cp>Cursor 3 背後的脈絡，不只是產品更新。它其實在回應一個很現實的變化。現在很多團隊已經不是在「用 AI 寫一點 code」。而是讓 AI 參與整個開發流程。\u003C\u002Fp>\u003Cp>一旦任務變長，舊工具就開始吃力。你會需要看 session、比對 diff、追蹤哪個 Agent 做了什麼。這時候，單純的 chat 介面就不太夠了。你會想要一個像控制台的東西。\u003C\u002Fp>\u003Cp>我覺得這也是 Cursor 3 最值得看的地方。它沒有只談模型能力。它談的是工作組織方式。這很務實。因為真正會影響開發效率的，常常不是模型多聰明，而是流程有沒有少繞路。\u003C\u002Fp>\u003Ch2>接下來值得觀察什麼\u003C\u002Fh2>\u003Cp>接下來要看的是，團隊會不會真的把 Cursor 3 當主工作區。只要它能讓 review、handoff、回復錯誤更順，很多人就會願意把它放進日常流程。\u003C\u002Fp>\u003Cp>但也別太快高潮。Agent 工作區做得再漂亮，最後還是要看穩定性、速度，還有和現有 CI、Git、PR 流程的整合度。少一個，工程師還是會回到自己熟的工具。\u003C\u002Fp>\u003Cp>我的預測很直接。未來 6 到 12 個月，AI coding 工具的比拚，不會只看誰的模型更會寫。會看誰最會管 session、最會接手、最會把 code 送進 PR。你如果正在選工具，現在就該試一次真實任務，不要只跑 demo。\u003C\u002Fp>","Cursor 3 把本機與雲端 Agent 收進同一個工作區，支援平行 session、跨環境接手，還能從 commit 走到 PR。","cursor.com","https:\u002F\u002Fcursor.com\u002Fblog\u002Fcursor-3",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775262104693-ztaz.png",[13,14,15,16,17,18,19,20],"Cursor 3","AI coding tool","Agent workspace","Cursor","Claude Code","GitHub Copilot","VS Code","MCP","zh",2,false,"2026-04-04T00:21:30.562834+00:00","2026-04-04T00:21:30.534+00:00","done","696a267e-0b33-4ab8-83d5-c27e998def89","cursor-3-unified-workspace-agents-zh","model-release","f7a35f82-a889-4e22-8d9b-e98f8e73e98b","published","2026-04-07T07:41:08.319+00:00",[34,36,38,40,42,44,46,48],{"name":13,"slug":35},"cursor-3",{"name":14,"slug":37},"ai-coding-tool",{"name":16,"slug":39},"cursor",{"name":20,"slug":41},"mcp",{"name":18,"slug":43},"github-copilot",{"name":17,"slug":45},"claude-code",{"name":19,"slug":47},"vs-code",{"name":49,"slug":50},"agent workspace","agent-workspace",{"id":30,"slug":52,"title":53,"language":54},"cursor-3-unified-workspace-agents-en","Cursor 3 Workspace: Multi-Agent Workflow in One Place","en",[56,62,68,74,80,86],{"id":57,"slug":58,"title":59,"cover_image":60,"image_url":60,"created_at":61,"category":29},"5b5fa24f-5259-4e9e-8270-b08b6805f281","minimax-m1-open-hybrid-attention-reasoning-model-zh","MiniMax-M1：開源 1M Token 推理模型","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778797859209-ea1g.png","2026-05-14T22:30:38.636592+00:00",{"id":63,"slug":64,"title":65,"cover_image":66,"image_url":66,"created_at":67,"category":29},"b1da56ac-8019-4c6b-a8dc-22e6e22b1cb5","gemini-omni-video-review-text-rendering-zh","Gemini Omni 影片模型怎麼了","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778779280109-lrrk.png","2026-05-14T17:20:42.608312+00:00",{"id":69,"slug":70,"title":71,"cover_image":72,"image_url":72,"created_at":73,"category":29},"d63e9d93-e613-4bbf-8135-9599fde11d08","why-xiaomi-mimo-v25-pro-changes-coding-agents-zh","為什麼 Xiaomi 的 MiMo-V2.5-Pro 改變的是 Coding …","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778689858139-v38e.png","2026-05-13T16:30:27.893951+00:00",{"id":75,"slug":76,"title":77,"cover_image":78,"image_url":78,"created_at":79,"category":29},"8f0c9185-52f9-46f2-82c6-5baec126ba2e","openai-realtime-audio-models-live-voice-zh","OpenAI 即時音訊模型瞄準語音互動","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778451657895-2iu7.png","2026-05-10T22:20:32.443798+00:00",{"id":81,"slug":82,"title":83,"cover_image":84,"image_url":84,"created_at":85,"category":29},"52106dc2-4eba-4ca0-8318-fa646064de97","anthropic-10-finance-ai-agents-zh","Anthropic推10款金融AI Agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778389843399-vclb.png","2026-05-10T05:10:22.778762+00:00",{"id":87,"slug":88,"title":89,"cover_image":90,"image_url":90,"created_at":91,"category":29},"6ee6ed2a-35c6-4be3-ba2c-43847e592179","why-claudes-infinite-context-window-wont-autonomous-zh","為什麼 Claude 的「無限」上下文窗口，仍然不會讓 AI 自主運作","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778350250836-d5d5.png","2026-05-09T18:10:27.004984+00:00",[93,98,103,108,113,118,123,128,133,138],{"id":94,"slug":95,"title":96,"created_at":97},"58b64033-7eb6-49b9-9aab-01cf8ae1b2f2","nvidia-rubin-six-chips-one-ai-supercomputer-zh","NVIDIA Rubin 把六顆晶片塞進 AI 機櫃","2026-03-26T07:18:45.861277+00:00",{"id":99,"slug":100,"title":101,"created_at":102},"0dcc2c61-c2a6-480d-adb8-dd225fc68914","march-2026-ai-model-news-what-mattered-zh","2026 年 3 月 AI 模型新聞重點","2026-03-26T07:32:08.386348+00:00",{"id":104,"slug":105,"title":106,"created_at":107},"214ab08b-5ce5-4b5c-8b72-47619d8675dd","why-small-models-are-winning-on-device-ai-zh","小模型為何吃下裝置端 AI","2026-03-26T07:36:30.488966+00:00",{"id":109,"slug":110,"title":111,"created_at":112},"785624b2-0355-4b82-adc3-de5e45eecd88","midjourney-v8-faster-images-higher-costs-zh","Midjourney V8 變快了，也變貴了","2026-03-26T07:52:03.562971+00:00",{"id":114,"slug":115,"title":116,"created_at":117},"cda76b92-d209-4134-86c1-a60f5bc7b128","xiaomi-mimo-trio-agents-robots-voice-zh","小米 MiMo 三模型瞄準代理、機器人與語音","2026-03-28T03:05:08.779489+00:00",{"id":119,"slug":120,"title":121,"created_at":122},"9e1044b4-946d-47fe-9e2a-c2ee032e1164","xiaomi-mimo-v2-pro-1t-moe-agents-zh","小米 MiMo-V2-Pro 登場：1T MoE 模型","2026-03-28T03:06:19.002353+00:00",{"id":124,"slug":125,"title":126,"created_at":127},"d68e59a2-55eb-4a8f-95d6-edc8fcbff581","cursor-composer-2-started-from-kimi-zh","Cursor Composer 2 其實從 Kimi 起步","2026-03-28T03:11:58.893796+00:00",{"id":129,"slug":130,"title":131,"created_at":132},"c4b6186f-bd84-4598-997e-c6e31d543c0d","cursor-composer-2-agentic-coding-model-zh","Cursor Composer 2 走向代理式寫碼","2026-03-28T03:13:06.422716+00:00",{"id":134,"slug":135,"title":136,"created_at":137},"45812c46-99fc-4b1f-aae1-56f64f5c9024","openai-shuts-down-sora-video-app-api-zh","OpenAI 關閉 Sora App 與 API","2026-03-29T04:47:48.974108+00:00",{"id":139,"slug":140,"title":141,"created_at":142},"e112e76f-ec3b-408f-810e-e93ae21a888a","apple-siri-gemini-distilled-models-zh","Apple Siri 牽手 Gemini 的真相","2026-03-29T04:52:57.886544+00:00"]