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This tag covers quota changes, MCP integration, and how teams use it to automate coding, PR review, and deployment.",[12,21,29,36,43,50,57,64,71,78,85,92,99,107,114,121,128,136,143,150,157,164,171,178,185,192,200,207,214],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"caa769a9-4a4d-48fe-9268-f06b2d968386","ucloud-sandbox-remote-dev-environment-zh","优刻得沙箱把远程开发环境搭到几秒内","5 个优刻得沙箱用法，帮你把远程开发环境做成可暂停、可恢复、可克隆的工作台。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782403375639-1q9i.png","zh","2026-06-25T16:02:26.821531+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"daf7edd7-d904-4f35-afd6-9caeac32c633","codex-third-party-model-integration-guide-zh","Codex 接入第三方模型實作指南","這篇指南教你把第三方開源模型接到 OpenAI Codex App、CLI 與 SDK，完成設定、驗證與回退。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782396177606-l65z.png","2026-06-25T14:02:29.294216+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":17,"image_url":34,"cover_image":34,"language":19,"created_at":35},"0cf56d85-887b-4fb1-8589-046da6513d26","openai-oracle-universal-credits-enterprise-buying-zh","OpenAI 進 Oracle 企業採購圈","OpenAI 和 Oracle 讓 OCI 客戶可用 Universal Credits 付費買 frontier models 與 Codex。重點不是模型，而是企業怎麼把 AI 採購塞進既有雲合約。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781696892976-sx90.png","2026-06-17T11:47:35.092555+00:00",{"id":37,"slug":38,"title":39,"summary":40,"category":17,"image_url":41,"cover_image":41,"language":19,"created_at":42},"feff08bd-2191-4e8e-8393-8f9dd28f33c7","openai-june-2026-agents-payments-legal-heat-zh","OpenAI 6 月把代理、支付、法務一次推上檯面","OpenAI 2026 年 6 月同時推進 agents、支付與平台化布局，也碰上 IPO、州檢察長調查與訴訟壓力。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781614981815-4453.png","2026-06-16T13:02:35.307902+00:00",{"id":44,"slug":45,"title":46,"summary":47,"category":17,"image_url":48,"cover_image":48,"language":19,"created_at":49},"faba17a1-85f0-40da-94de-bf61c861a244","openai-ona-buy-adds-reach-to-codex-zh","OpenAI 收購 Ona，Codex 更能跑長任務","1 筆收購，可能讓 Codex 能處理更長的編碼任務；OpenAI 也藉此強化代理人部署能力，並推進到 500 萬週活躍用戶的產品規模。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781558263174-hjuw.png","2026-06-15T21:17:17.221546+00:00",{"id":51,"slug":52,"title":53,"summary":54,"category":17,"image_url":55,"cover_image":55,"language":19,"created_at":56},"15b00407-d684-49c4-8b49-de247e4bbabe","6-kuan-ai-cheng-shi-dai-li-de-2026-fen-gong-zh","6 款 AI 程式代理的 2026 分工","6 款 AI coding agents 進入 2026 主戰場，這份清單幫你用成本、上下文、控制度與實際產出，快速選出適合的工具。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781317069290-tmbc.png","2026-06-13T02:17:21.790357+00:00",{"id":58,"slug":59,"title":60,"summary":61,"category":26,"image_url":62,"cover_image":62,"language":19,"created_at":63},"254f12ec-ff29-4308-a158-3e1c2bc193e0","codex-chatgpt-work-code-assistant-zh","Codex把 ChatGPT 拉進工作流","OpenAI 的 Codex 把 ChatGPT 拉進工作和寫程式流程，主打 KPI、簡報、客戶摘要、bug triage 與 prototype 草稿。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781115477227-mis0.png","2026-06-10T18:17:26.326284+00:00",{"id":65,"slug":66,"title":67,"summary":68,"category":17,"image_url":69,"cover_image":69,"language":19,"created_at":70},"e6150343-1fa8-4cb1-aeda-ac3014747680","codex-0-139-0-web-search-tooling-zh","Codex 0.139.0 把搜尋與工具整合補齊了","Codex 0.139.0 帶來 5 項重點更新：獨立網頁搜尋、更完整工具 schema、診斷資訊、外掛市場流程與 TUI／sandbox 修正。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781104674394-of0a.png","2026-06-10T15:17:21.664159+00:00",{"id":72,"slug":73,"title":74,"summary":75,"category":17,"image_url":76,"cover_image":76,"language":19,"created_at":77},"8258e540-397f-4566-8ae5-37582f3e3418","openai-latest-moves-pricing-safety-scale-zh","OpenAI 4 個最新動向：定價、安全、規模都在變","4 個 OpenAI 新動向一次看：GPT-5.5 定價上調、ChatGPT 鎖定模式、Codex 擴張與 IPO 傳聞。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781031777355-odh9.png","2026-06-09T19:02:26.913687+00:00",{"id":79,"slug":80,"title":81,"summary":82,"category":17,"image_url":83,"cover_image":83,"language":19,"created_at":84},"b7a92009-d051-420f-8306-c1c9ffad4326","5-aws-changes-for-openai-users-zh","5 個 AWS 變化看 OpenAI 用戶","5 個 AWS 變化看 OpenAI 企業分發：模型與 Codex 上架、統一帳單、合規採購、雲渠道擴展。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780884183978-smig.png","2026-06-08T02:02:18.109009+00:00",{"id":86,"slug":87,"title":88,"summary":89,"category":17,"image_url":90,"cover_image":90,"language":19,"created_at":91},"978fb018-e265-4805-a65b-f8edab41a542","5-steps-connect-codex-with-deepseek-zh","5 個步驟把 Codex 接到 DeepSeek","5 步完成 Codex 透過 DeepSeek 的接入，含 CCX、CC Switch 與重啟檢查細節。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780778868563-waac.png","2026-06-06T20:47:20.137781+00:00",{"id":93,"slug":94,"title":95,"summary":96,"category":26,"image_url":97,"cover_image":97,"language":19,"created_at":98},"fb5eb422-6013-43fe-bdc4-26c57eee0d9e","how-to-understand-codex-chatgpt-merge-zh","怎麼理解 Codex 與 ChatGPT 合併","這篇教你把 Codex 與 ChatGPT 的合併視為一條工作流來評估，並判斷它對產品、體驗與工程的影響。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780704172974-ypaa.png","2026-06-06T00:02:25.891496+00:00",{"id":100,"slug":101,"title":102,"summary":103,"category":104,"image_url":105,"cover_image":105,"language":19,"created_at":106},"80f6f40b-3217-45e4-acff-7b2f6d261779","codex-workspace-limits-tell-you-why-zh","Codex 讓工作區限額錯誤說人話","Codex 把信用額度與 spend cap 失敗改成工作區專屬訊息，讓錯誤不再只會吐「失敗」兩個字。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780514293711-ltqa.png","2026-06-03T19:17:41.340056+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":104,"image_url":112,"cover_image":112,"language":19,"created_at":113},"dbd66930-da63-4c18-83b1-c7689a3ca653","why-grok-build-is-not-ready-to-replace-claude-code-zh","為什麼 Grok Build 還不能取代 Claude Code","Grok Build 是一個有潛力的寫碼工具，但現在還不能取代 Claude Code 或 Codex，因為它在可靠性與實戰表現上仍落後。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780173173522-uy1s.png","2026-05-30T20:32:19.551816+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":17,"image_url":119,"cover_image":119,"language":19,"created_at":120},"2e4d54e9-b481-44c9-834a-a4c8bcf85228","5-codex-new-features-openai-direction-zh","5 個 Codex 新功能看 OpenAI 方向","5 個 Codex 更新加上 PowerPoint 測試，顯示 OpenAI 正把 AI 變成能長時間執行工作的夥伴。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779822353841-dnuw.png","2026-05-26T19:05:23.852841+00:00",{"id":122,"slug":123,"title":124,"summary":125,"category":17,"image_url":126,"cover_image":126,"language":19,"created_at":127},"68f7eeed-b92d-49dd-b07d-f38b32eb49e7","aws-bedrock-openai-control-plane-2026-zh","AWS 把 Bedrock 變控制平面","我把 AWS 這次把 OpenAI、Codex 和 managed agents 塞進 Bedrock 的意思拆開，順手整理成你可以直接拿去評估和落地的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779708988827-6kxz.png","2026-05-25T11:35:59.200619+00:00",{"id":129,"slug":130,"title":131,"summary":132,"category":133,"image_url":134,"cover_image":134,"language":19,"created_at":135},"e461ae3e-ed3f-4109-910c-8ebac13936bd","gpt-5-5-senior-engineer-benchmark-every-en-zh","GPT-5.5 在工程測試拿 62.5 分","OpenAI 於 2026\u002F4\u002F23 推出 GPT-5.5，Every 指它在 Senior Engineer Benchmark 最佳成績達 62.5，明顯領先 Opus 4.7，但仍低於人類資深工程師。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779538556274-2bmf.png","2026-05-23T12:15:25.573753+00:00",{"id":137,"slug":138,"title":139,"summary":140,"category":17,"image_url":141,"cover_image":141,"language":19,"created_at":142},"8607e4f1-abe4-459b-bcd3-d0d9887c41e8","5-routes-for-ai-ppt-creation-zh","5 種 AI PPT 生成路線","5 種 AI 做簡報路線一次看懂：從模板型工具到本地生成與開源 Skill，幫你選出最適合的工作流。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779318228940-13vb.png","2026-05-20T23:03:20.946705+00:00",{"id":144,"slug":145,"title":146,"summary":147,"category":26,"image_url":148,"cover_image":148,"language":19,"created_at":149},"f8653f7f-b566-4af9-ab10-e53c02552f3a","why-openai-is-right-to-put-codex-on-phones-zh","為什麼 OpenAI 把 Codex 放上手機是對的","OpenAI 把 Codex 帶到手機，不是降低價值，而是把它變成隨時可用的工作控制台，真正貼近工程師的日常流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779019444388-c15l.png","2026-05-17T12:03:34.400487+00:00",{"id":151,"slug":152,"title":153,"summary":154,"category":104,"image_url":155,"cover_image":155,"language":19,"created_at":156},"0696e603-58d6-47b7-ae2e-b928d7a4e198","openai-codex-ai-coding-partner-zh","OpenAI Codex 把重點放到程式碼審查","OpenAI 把 Codex 推進到程式碼審查與找 bug 的工作，重點不再只是寫程式，而是幫團隊在合併前抓出問題。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778397638239-5x3x.png","2026-05-10T07:20:24.812188+00:00",{"id":158,"slug":159,"title":160,"summary":161,"category":104,"image_url":162,"cover_image":162,"language":19,"created_at":163},"cff1535f-d99a-4ea8-9cb5-48b04b5960b1","openai-codex-limits-pro-membership-update-zh","OpenAI Codex 額度大砍：Pro 會員反而更划算","OpenAI 調整 Codex 額度與 ChatGPT Pro 權益。這篇帶你看最新限制、訂閱價格、怎麼查額度，以及對台灣開發者的實際影響。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776168229961-jsz3.png","2026-04-14T12:03:32.259277+00:00",{"id":165,"slug":166,"title":167,"summary":168,"category":104,"image_url":169,"cover_image":169,"language":19,"created_at":170},"1f560070-ff85-4b31-a8de-1b5c05797542","openai-codex-plugin-claude-code-launch-zh","OpenAI Codex 插件進駐 Claude Code","OpenAI 在 3 月 30 日推出 Codex 插件，讓 Codex 直接進入 Claude Code。這篇拆解它怎麼運作、和 GitHub Copilot、Cursor 比起來差在哪。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775952409864-3p6a.png","2026-04-12T00:06:33.720627+00:00",{"id":172,"slug":173,"title":174,"summary":175,"category":17,"image_url":176,"cover_image":176,"language":19,"created_at":177},"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":179,"slug":180,"title":181,"summary":182,"category":104,"image_url":183,"cover_image":183,"language":19,"created_at":184},"ea1f6583-f929-45c8-b2d2-7e7d5a51059d","openai-april-2026-codex-updates-zh","OpenAI 4 月更新：Codex 更收緊","OpenAI 2026 年 4 月更新把 Codex 0.118.0 拉向更嚴格的網路控管、登入流程與沙箱穩定性，對企業部署和 MCP 工具鏈影響很直接。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775174636062-uu76.png","2026-04-03T00:03:29.557935+00:00",{"id":186,"slug":187,"title":188,"summary":189,"category":104,"image_url":190,"cover_image":190,"language":19,"created_at":191},"c9cc07b0-df41-413a-820a-75e66cf9df39","figma-opens-canvas-to-ai-agents-zh","Figma 把 AI 代理拉進畫布","Figma 推出 beta MCP server，讓 AI 代理直接改畫布。搭配 skills 與設計系統脈絡，目標是讓輸出更貼近團隊規範。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775113457571-of9t.png","2026-04-02T05:33:29.574869+00:00",{"id":193,"slug":194,"title":195,"summary":196,"category":197,"image_url":198,"cover_image":198,"language":19,"created_at":199},"b8e39b58-6b9d-4714-92d3-26df18a3e0f4","rtk-cuts-claude-code-token-spend-zh","RTK 讓 Claude Code 少燒 Token","RTK 主打把 Claude Code 的重複工作搬到本機執行，官方說法可把 Token 消耗降到 20% 左右。這篇拆解它怎麼運作、跟 Cursor 和 Windsurf 比起來差在哪。","blockchain","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775058021081-9yi4.png","2026-04-01T10:24:29.259497+00:00",{"id":201,"slug":202,"title":203,"summary":204,"category":26,"image_url":205,"cover_image":205,"language":19,"created_at":206},"27357768-9d19-4311-aa9d-34775ed662f5","openclaw-ai-worker-privacy-security-costs-zh","OpenClaw：AI 工作者的隱私代價","OpenClaw 讓 AI 直接做事，GitHub stars 衝到 30 萬級，但常駐代理也把隱私、授權與資安風險一起拉高。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775057482315-rwdh.png","2026-04-01T09:48:41.565945+00:00",{"id":208,"slug":209,"title":210,"summary":211,"category":26,"image_url":212,"cover_image":212,"language":19,"created_at":213},"e34dfc4e-f149-4d39-9cab-da61258554ae","openclaw-3-28-approval-gates-updates-zh","OpenClaw 3.28 加入審批閘門","OpenClaw 3.28 在 4 天內推了 100+ 項變更，加入審批閘門、Grok 搜尋、MiniMax 圖像工具，還修掉一堆 provider 與設定問題。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775057477157-82ln.png","2026-04-01T09:42:37.483317+00:00",{"id":215,"slug":216,"title":217,"summary":218,"category":26,"image_url":219,"cover_image":220,"language":19,"created_at":221},"7379b422-576e-45df-ad5a-d57a0d9dd467","openai-plan-automated-ai-researcher-zh","OpenAI 想做自動化 AI 研究員","OpenAI 想在 9 月前做出自主研究實習生，2028 年再推多代理 AI 研究員，但 GPT-5 在科學任務上仍會出錯，落差很現實。",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774597771736-974v.png","2026-03-28T03:17:42.090548+00:00",29]