[{"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":82},{"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。",5,"2026-06-10T15:17:21.664159+00:00","2026-06-10T15:17:21.667+00:00","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b",{"tags":34,"relatedLang":41,"relatedPosts":45},[35,37,39],{"name":18,"slug":36},"openai",{"name":21,"slug":38},"mcp",{"name":17,"slug":40},"codex",{"id":15,"slug":42,"title":43,"language":44},"codex-0-139-0-web-search-tooling-en","Codex 0.139.0 adds web search and cleaner tooling","en",[46,52,58,64,70,76],{"id":47,"slug":48,"title":49,"cover_image":50,"image_url":50,"created_at":51,"category":13},"11f9fb49-68ac-468b-8fcd-732eb983e585","nvidia-sells-25-billion-bonds-ai-spending-zh","Nvidia發25億美元債，AI支出加速","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781576272417-g4ay.png","2026-06-16T02:17:29.835441+00:00",{"id":53,"slug":54,"title":55,"cover_image":56,"image_url":56,"created_at":57,"category":13},"0895329c-d142-4523-83d9-46dd621be11c","vibe-coding-workflow-plan-prompt-refine-zh","5 步把 vibe coding 做成可重複流程","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781565464616-ymq8.png","2026-06-15T23:17:19.969601+00:00",{"id":59,"slug":60,"title":61,"cover_image":62,"image_url":62,"created_at":63,"category":13},"14718e0c-8cd4-4e4c-ac37-cd4f3ae335d2","anthropic-suspension-ai-release-policy-zh","Anthropic 停權把發布變政策","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781561903793-qow6.png","2026-06-15T22:17:54.25387+00:00",{"id":65,"slug":66,"title":67,"cover_image":68,"image_url":68,"created_at":69,"category":13},"a61bb9a7-a811-46cc-9b73-9ccb84cda0f8","helix-brings-10b-to-ai-infrastructure-buildouts-zh","Helix 10 億美元押注 AI 基礎設施整合","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781560970664-1d59.png","2026-06-15T22:02:19.767786+00:00",{"id":71,"slug":72,"title":73,"cover_image":74,"image_url":74,"created_at":75,"category":13},"87f6c4e2-b79b-4850-a935-4fa04f0dfe20","doe-land-ai-infrastructure-fast-zh","DOE 應該快把土地轉成 AI 基礎設施","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781560070740-bnta.png","2026-06-15T21:47:22.771897+00:00",{"id":77,"slug":78,"title":79,"cover_image":80,"image_url":80,"created_at":81,"category":13},"f298de46-73ff-425c-9941-f58b4e43adce","xiaomi-mimo-code-beats-claude-code-long-tasks-zh","小米 MiMo Code 挑戰 Claude Code","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781559171329-8ofv.png","2026-06-15T21:32:19.550119+00:00",[83,88,93,98,103,108,113,118,123,128],{"id":84,"slug":85,"title":86,"created_at":87},"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":89,"slug":90,"title":91,"created_at":92},"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":94,"slug":95,"title":96,"created_at":97},"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":99,"slug":100,"title":101,"created_at":102},"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":104,"slug":105,"title":106,"created_at":107},"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":109,"slug":110,"title":111,"created_at":112},"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":114,"slug":115,"title":116,"created_at":117},"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":119,"slug":120,"title":121,"created_at":122},"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":124,"slug":125,"title":126,"created_at":127},"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":129,"slug":130,"title":131,"created_at":132},"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"]