[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-codex-0-139-0-web-search-tooling-zh":3,"article-related-codex-0-139-0-web-search-tooling-zh":33,"series-industry-e6150343-1fa8-4cb1-aeda-ac3014747680":86},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":25,"views":29,"created_at":30,"published_at":31,"topic_cluster_id":32},"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","\u003Cp data-speakable=\"summary\">\u003Ca href=\"\u002Ftag\u002Fcodex\">Codex\u003C\u002Fa> 0.139.0 這次重點是加入網頁搜尋、強化工具 schema，並修掉多個終端與 sandbox 問題。\u003C\u002Fp>\u003Cp>看完這 5 項\u003Ca href=\"\u002Fnews\u002Fupdate-cursor-in-1-minute-zh\">更新\u003C\u002Fa>，你大致可以判斷：這版 Codex 是偏向「更能接外部工具、也更少出錯」的升級，而不是只改介面的版本。\u003C\u002Fp>\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>主要改進\u003C\u002Fth>\u003Cth>可觀察細節\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>Code mode web search\u003C\u002Ftd>\u003Ctd>新增能力\u003C\u002Ftd>\u003Ctd>可直接回傳 plaintext 搜尋結果\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Tool schemas\u003C\u002Ftd>\u003Ctd>相容性提升\u003C\u002Ftd>\u003Ctd>保留 \u003Ccode>oneOf\u003C\u002Fcode>、\u003Ccode>allOf\u003C\u002Fcode>，大型 schema 更扁平\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex\">codex doctor\u003C\u002Fa>\u003C\u002Ftd>\u003Ctd>診斷資訊更完整\u003C\u002Ftd>\u003Ctd>加入 editor 與 pager 環境細節\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex\u002Freleases\">Plugin marketplace\u003C\u002Fa>\u003C\u002Ftd>\u003Ctd>發現與載入更順\u003C\u002Ftd>\u003Ctd>JSON 會帶 source，且可先用快取目錄\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>TUI 與 sandbox fixes\u003C\u002Ftd>\u003Ctd>穩定性提升\u003C\u002Ftd>\u003Ctd>resume、fork、連結辨識與 proxy 行為都更穩\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003Ch2>1. Code mode 直接搜網頁\u003C\u002Fh2>\u003Cp>這版最醒目的變化，是 code mode 可以直接做 standalone web search，連 nested JavaScript tool calls 也能用。對需要即時資訊的 \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> 來說，這代表少了一層繞路，也少了格式在中途被改壞的風險。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781104674394-of0a.png\" alt=\"Codex 0.139.0 把搜尋與工具整合補齊了\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>搜尋結果還會以 plaintext 形式回傳，這對後續解析很實用。你可以把它接到 prompt、工具或後續動作，不必先處理一堆額外包裝。\u003C\u002Fp>\u003Cul>\u003Cli>適合需要即時資料的 agent 流程\u003C\u002Fli>\u003Cli>搜尋輸出是 plaintext，較好處理\u003C\u002Fli>\u003Cli>可從 nested JavaScript tool calls 觸發\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>2. Tool schema 更能保留原貌\u003C\u002Fh2>\u003Cp>Codex 現在會保留 \u003Ccode>oneOf\u003C\u002Fcode> 和 \u003Ccode>allOf\u003C\u002Fcode> 這類較完整的 JSON Schema 結構，對依賴複雜 schema 的 \u003Ca href=\"\u002Ftag\u002Fmcp\">MCP\u003C\u002Fa> 工具特別有幫助。大型 schema 在壓縮後也會維持較淺的層級，降低重要欄位被壓扁的機率。\u003C\u002Fp>\u003Cp>這種改動不會讓畫面看起來更炫，但會直接影響整合穩定度。對工具作者、連接器維護者，甚至常被 schema 問題\u003Ca href=\"\u002Fnews\u002Fcursor-mac-update-stuck-old-version-zh\">卡住\u003C\u002Fa>的團隊，都是很實際的改善。\u003C\u002Fp>\u003Cul>\u003Cli>保留 \u003Ccode>oneOf\u003C\u002Fcode>、\u003Ccode>allOf\u003C\u002Fcode>\u003C\u002Fli>\u003Cli>對 MCP 工具相容性更好\u003C\u002Fli>\u003Cli>大型 schema 壓縮後不易失真\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>3. codex doctor 給的診斷更完整\u003C\u002Fh2>\u003Cp>\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex\">codex\u003C\u002Fa> 的 doctor 指令現在會把 editor 和 pager 的環境資訊一起帶進本機報告。JSON 輸出則會遮罩原始值，讓資訊更完整，但不會直接把敏感內容全攤開。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781104668624-qvu8.png\" alt=\"Codex 0.139.0 把搜尋與工具整合補齊了\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>如果你常在終端裡排查問題，這個更新很有感。以前少掉的環境細節，現在比較容易在報告裡看到，重現問題也更省時間。\u003C\u002Fp>\u003Ccode>codex doctor\ncodex doctor --json\u003C\u002Fcode>\u003Ch2>4. 外掛市場流程更好查也更快\u003C\u002Fh2>\u003Cp>外掛市場這次補了兩個很務實的點：\u003Ccode>codex plugin marketplace list --json\u003C\u002Fcode> 會帶出每個 marketplace source，而且外掛清單可以先回傳快取的遠端目錄，再在背景更新。對使用者來說，這通常意味著更快看到結果，也更容易知道資料從哪裡來。\u003C\u002Fp>\u003Cp>如果你同時管理多個外掛來源，source 可見性就很重要。它能幫你判斷目前拿到的是快取還是最新資料，也更方便在 CI 或維運流程裡做檢查。\u003C\u002Fp>\u003Cul>\u003Cli>\u003Ccode>--json\u003C\u002Fcode> 會包含 marketplace source\u003C\u002Fli>\u003Cli>可先回傳 cached remote catalog\u003C\u002Fli>\u003Cli>背景更新在初次結果後進行\u003C\u002Fli>\u003Cli>適合外掛維運與自動化檢查\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>5. TUI 與 sandbox 的小修正，實際很有用\u003C\u002Fh2>\u003Cp>這版也整理了不少終端與 sandbox 的邊角問題。resume、fork 會把尾端參數當作初始提示詞，subagent 啟動警告會留在正確 thread，圖片編輯也會直接用引用到的檔案路徑，而不是猜對話歷史裡的內容。\u003C\u002Fp>\u003Cp>另外還有幾個容易被忽略但很影響體驗的修正：帶波浪號的裸網址可以正常 linkify、thread reset 會保留 cloud-managed 要求與 feature flags，sandbox 執行也更一致地維持 proxy-only 網路與已核准的升級決策。\u003C\u002Fp>\u003Cul>\u003Cli>\u003Ccode>codex resume --last\u003C\u002Fcode>、\u003Ccode>codex fork --last\u003C\u002Fcode> 的提示詞處理更正確\u003C\u002Fli>\u003Cli>裸網址與 \u003Ccode>~\u003C\u002Fcode> 的連結辨識更穩\u003C\u002Fli>\u003Cli>圖片編輯使用實際引用路徑\u003C\u002Fli>\u003Cli>proxy 與授權保留更一致\u003C\u002Fli>\u003C\u002Ful>\u003Ch2>怎麼挑\u003C\u002Fh2>\u003Cp>如果你把 Codex 當成 agent 平台來用，最值得關注的是 web search 和 tool schema 兩項，它們直接影響能做的事與能接的工具。若你主要在 TUI 裡\u003Ca href=\"\u002Fnews\u002Fdocker-github-org-container-work-zh\">工作\u003C\u002Fa>，resume、fork、sandbox 和 link 的修正會比較有日常感。\u003C\u002Fp>\u003Cp>對維運或整合團隊來說，這版最像是一個「把可用性補齊」的更新：不是單點爆發，而是讓整體流程更容易信任，也更適合接進真實工作流。\u003C\u002Fp>","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。","github.com","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fcodex\u002Freleases",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781104674394-of0a.png","industry","zh","547493e6-e515-4aa3-bdcd-66eba6cf1fd5",[17,18,19,20,21,22,23,24],"Codex","OpenAI","web search","tool schema","MCP","sandbox","TUI","plugin marketplace",[26,27,28],"0.139.0 的核心價值是把搜尋、工具相容性和穩定性一起補強。","如果你做 agent 或 MCP 整合，tool schema 與 web search 最值得先看。","如果你偏重終端操作，resume、fork、sandbox 與診斷資訊的修正更有感。",0,"2026-06-10T15:17:21.664159+00:00","2026-06-10T15:17:21.667+00:00","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b",{"tags":34,"relatedLang":45,"relatedPosts":49},[35,37,39,41,43],{"name":19,"slug":36},"web-search",{"name":18,"slug":38},"openai",{"name":20,"slug":40},"tool-schema",{"name":21,"slug":42},"mcp",{"name":17,"slug":44},"codex",{"id":15,"slug":46,"title":47,"language":48},"codex-0-139-0-web-search-tooling-en","Codex 0.139.0 adds web search and cleaner tooling","en",[50,56,62,68,74,80],{"id":51,"slug":52,"title":53,"cover_image":54,"image_url":54,"created_at":55,"category":13},"b389653a-3d79-447c-92c3-dd3046ade459","manus-series-b-competitors-profile-zh","Manus 募資後正面對 Box、Airtable","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781113676523-ec9h.png","2026-06-10T17:47:29.385169+00:00",{"id":57,"slug":58,"title":59,"cover_image":60,"image_url":60,"created_at":61,"category":13},"c6712c6a-0d6a-43e0-a8d0-52a936f0c858","reid-hoffman-exit-microsoft-board-right-move-zh","Reid Hoffman 離開 Microsoft 董事會是對的","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781112768945-5q4d.png","2026-06-10T17:32:20.021427+00:00",{"id":63,"slug":64,"title":65,"cover_image":66,"image_url":66,"created_at":67,"category":13},"15c682f7-7da1-4ecc-abb8-adec3192f9e4","cuda-cores-memory-tensor-cores-win-zh","CUDA 核心重要，但記憶體與 Tensor Core 才決定訓練速度","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781110977227-kfgw.png","2026-06-10T17:02:24.803101+00:00",{"id":69,"slug":70,"title":71,"cover_image":72,"image_url":72,"created_at":73,"category":13},"6b627ba3-9510-4e84-bf18-616097648ee8","docker-github-org-container-work-zh","5 個 Docker GitHub 倉庫看懂容器工作重心","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781101082779-iaoi.png","2026-06-10T14:17:22.359514+00:00",{"id":75,"slug":76,"title":77,"cover_image":78,"image_url":78,"created_at":79,"category":13},"b47005a4-25f4-4e88-b63e-f2d45f67a06d","cursor-mac-update-stuck-old-version-zh","Cursor 在 Mac 卡住舊版時，先做這 5 件事","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781093865955-o89c.png","2026-06-10T12:17:19.671432+00:00",{"id":81,"slug":82,"title":83,"cover_image":84,"image_url":84,"created_at":85,"category":13},"e95cd367-6b7c-42a0-b9d3-7c0adac6a1d1","openai-ipo-wall-street-ai-test-zh","OpenAI 上市將把 AI 熱潮交給華爾街驗證","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781067772704-97ll.png","2026-06-10T05:02:22.294241+00:00",[87,92,97,102,107,112,117,122,127,132],{"id":88,"slug":89,"title":90,"created_at":91},"ee073da7-28b3-4752-a319-5a501459fb87","ai-in-2026-what-actually-matters-now-zh","2026 AI 真正重要的事","2026-03-26T07:09:12.008134+00:00",{"id":93,"slug":94,"title":95,"created_at":96},"83bd1795-8548-44c9-9a7e-de50a0923f71","trump-ai-framework-power-speech-state-preemption-zh","川普 AI 框架瞄準電力、言論與州權","2026-03-26T07:12:18.695466+00:00",{"id":98,"slug":99,"title":100,"created_at":101},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","2026-03-26T07:14:26.62638+00:00",{"id":103,"slug":104,"title":105,"created_at":106},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","2026-03-26T07:22:52.325888+00:00",{"id":108,"slug":109,"title":110,"created_at":111},"bd903b15-2473-4178-9789-b7557816e535","openclaw-raises-hard-question-for-ai-models-zh","OpenClaw 逼問 AI 模型價值","2026-03-26T07:24:54.707486+00:00",{"id":113,"slug":114,"title":115,"created_at":116},"eeac6b9e-ad9d-4831-8eec-8bba3f9bca6a","gap-google-gemini-checkout-fashion-search-zh","Gap 把結帳搬進 Gemini","2026-03-26T07:28:23.937768+00:00",{"id":118,"slug":119,"title":120,"created_at":121},"0740e53f-605d-4d57-8601-c10beb126f3c","google-pushes-gemini-transition-to-march-2026-zh","Google 把 Gemini 轉換延到 2026 年 3…","2026-03-26T07:30:12.825269+00:00",{"id":123,"slug":124,"title":125,"created_at":126},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":128,"slug":129,"title":130,"created_at":131},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 Mistral AI 賣主權 AI","2026-03-26T07:38:14.818906+00:00",{"id":133,"slug":134,"title":135,"created_at":136},"191d9b1b-768a-478c-978c-dd7431a38149","mistral-ai-faces-its-hardest-year-yet-zh","Mistral AI 迎來最硬的一年","2026-03-26T07:40:23.716374+00:00"]