[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-ai-code-review":3},{"tag":4,"articles":11,"peer_article_count":136},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"a159dad4-baeb-4ddd-8691-e9a2d1658123","AI code review","ai-code-review",4,"AI 程式碼審查正在從輔助工具變成上線前的把關層，重點不只找出 bug，還要檢查安全性、合規性、可維護性與 AI 生成程式的可信度。像 Qodo 這類產品，正把 review 帶進企業與金融軟體流程。","AI code review is becoming a verification layer for shipping software, not just a helper for finding bugs. It focuses on security, compliance, reliability, and maintainability, especially when teams need to trust AI-generated code in enterprise and finance workflows.",[12,21,29,37,44,51,58,65,72,79,86,93,100,107,114,122,129],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"1c3ea466-d657-4a0c-a1b9-284ed6a40118","qodo-2-8-multi-repo-ai-code-review-beta-zh","Qodo 2.8 推多倉庫 AI Code Review 測試版","Qodo 2.8 在 6 月 25 日更新中加入跨多個倉庫的 AI code review 測試版，並同步推出自訂規則礦工與 AI skills 管理入口。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782821878091-idce.png","zh","2026-06-30T12:17:23.844821+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"1eca3b84-685f-4695-ae9b-3d16676de034","cursor-ai-code-review-fading-zh","Cursor 數據顯示 AI 審查在退位","Cursor 數據顯示，更多 AI 產生的程式碼直接進入 production，少了人工 review。這代表團隊對 coding agent 的信任在上升，也在改變軟體交付流程。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782820977595-qxyn.png","2026-06-30T12:02:30.802192+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":34,"image_url":35,"cover_image":35,"language":19,"created_at":36},"315693f2-be56-411d-a51f-4d1d7f94d29c","ai-code-review-tools-catch-issues-earlier-zh","10 款 AI 程式碼審查工具，提早抓出問題","10 款 AI 程式碼審查工具一次比較，從安全、準確度到流程整合，幫團隊更早發現 bug 與風險。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782491579498-09ad.png","2026-06-26T16:32:31.773823+00:00",{"id":38,"slug":39,"title":40,"summary":41,"category":17,"image_url":42,"cover_image":42,"language":19,"created_at":43},"0ca67afc-db75-48f7-8185-0a539685ce60","open-code-review-turns-ai-reviews-line-accurate-checks-zh","Open Code Review 把 AI 審查變準","我拆 Alibaba 的 Open Code Review CLI，順手給你一份可直接複製的 line-level AI code review 配置。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782490706378-ts02.png","2026-06-26T16:17:57.066004+00:00",{"id":45,"slug":46,"title":47,"summary":48,"category":17,"image_url":49,"cover_image":49,"language":19,"created_at":50},"f79f80f7-5632-4403-ad91-3e7b9e0a7282","ai-code-review-beating-human-teammates-zh","AI 程式碼審查正在壓過人類隊友","AI 程式碼審查把團隊規範變成每次 PR 都一致的回饋。像 CodeRabbit 這類工具，正在把風格、長度與命名規則寫進審查流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782460982684-i0a9.png","2026-06-26T08:02:32.066092+00:00",{"id":52,"slug":53,"title":54,"summary":55,"category":26,"image_url":56,"cover_image":56,"language":19,"created_at":57},"98c0c178-9d3c-42d6-b4c9-afee24f127db","ai-code-review-rollout-with-human-oversight-zh","AI 程式碼審查落地且不降品質","這篇教你把 AI 程式碼審查接進既有流程，保留人類把關、先做單一倉庫試點、再用數據決定是否擴大。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782025372703-pyzb.png","2026-06-21T07:02:25.569045+00:00",{"id":59,"slug":60,"title":61,"summary":62,"category":34,"image_url":63,"cover_image":63,"language":19,"created_at":64},"37dc3f86-9be3-484a-ac15-5228e82f1af6","ai-code-review-catches-bugs-before-merge-zh","5 種 AI Code Review 真正先抓到 bug","4 類 AI code review 能在 merge 前抓 bug、資安與回歸；Greptile 的 median time to merge 由 20 小時降到 1.8 小時。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781638369771-kxcg.png","2026-06-16T19:32:20.616162+00:00",{"id":66,"slug":67,"title":68,"summary":69,"category":34,"image_url":70,"cover_image":70,"language":19,"created_at":71},"56825faf-7ed3-4782-92c6-adc47ad9e284","5-open-code-review-ai-code-review-misses-zh","5 個讓 AI 程式碼審查少漏看的設計","5 個設計重點看 Open Code Review 如何把漏看率降下來，並在阿里巴巴內部找出 100 萬個缺陷。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780945379540-0grw.png","2026-06-08T19:02:19.547265+00:00",{"id":73,"slug":74,"title":75,"summary":76,"category":34,"image_url":77,"cover_image":77,"language":19,"created_at":78},"16b6ff6e-a48b-4fac-8f8f-45ea58449a83","baz-spec-review-agent-bedrock-agentcore-zh","Baz 怎麼把規格變成合併檢查","我拆 Baz 的做法：把 Figma、Jira、瀏覽器預覽串成逐條檢查，讓 PR review 不再只看 diff，而是直接驗證產品意圖。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780762739603-v006.png","2026-06-06T16:18:30.695336+00:00",{"id":80,"slug":81,"title":82,"summary":83,"category":17,"image_url":84,"cover_image":84,"language":19,"created_at":85},"2127b3e7-0f16-4479-833a-4d7b9d176e5b","ai-code-review-benefits-limits-zh","AI Code Review 怎麼用、哪裡卡關","IBM 解析 AI code review 的用途、流程、優點與限制。它能加快 PR 審查、抓出 bug，但仍需要人類判斷上下文。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780106619528-ragh.png","2026-05-30T02:02:38.390721+00:00",{"id":87,"slug":88,"title":89,"summary":90,"category":34,"image_url":91,"cover_image":91,"language":19,"created_at":92},"930f6d71-9e82-4f72-bd32-026459a9fd00","7-ai-code-review-tools-zh","7 個 AI 程式碼審查工具","7 個 AI 程式碼審查工具，幫團隊在合併前抓出 bug、安全風險與風格偏移。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779982388659-hjk8.png","2026-05-28T15:32:24.500309+00:00",{"id":94,"slug":95,"title":96,"summary":97,"category":26,"image_url":98,"cover_image":98,"language":19,"created_at":99},"a2cb472e-8e8b-4a48-a667-20574a1db80b","how-to-add-ai-code-review-to-pull-requests-zh","如何為 Pull Request 加上 AI Code Review","這篇教你把 AI code review 接到 Pull Request，讓它先抓出常見 bug，再交給人工審查收尾。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779981492165-ctvc.png","2026-05-28T15:17:25.553729+00:00",{"id":101,"slug":102,"title":103,"summary":104,"category":17,"image_url":105,"cover_image":105,"language":19,"created_at":106},"174794cd-f1f9-49a6-822a-94601a83181c","sonar-acquires-gitar-ai-code-review-zh","Sonar 收購 Gitar 強化 AI Code Review","Sonar 於 2026 年 5 月 21 日收購 Gitar，把 AI code review 納入 SonarQube。這筆交易把生成、審查與驗證串成同一條流程，直指代理寫碼時的品質與風險控管。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779761178098-y15q.png","2026-05-26T02:05:28.192885+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":34,"image_url":112,"cover_image":112,"language":19,"created_at":113},"9bad0a23-c9ff-44a4-a592-095e2dba08f6","weishenme-ai-chengshimaima-shencha-zai-2026-nian-bixu-geng-y-zh","為什麼 AI 程式碼審查在 2026 年必須更嚴格","AI 程式碼審查在 2026 年必須更嚴格，因為生成速度已經超過人類審查能力，而生產事故正在增加。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778398236547-e8el.png","2026-05-10T07:30:19.978974+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":119,"image_url":120,"cover_image":120,"language":19,"created_at":121},"11436f62-9a94-43ce-82ed-2f1fec5d79ee","cloudflare-ai-code-review-prompt-injection-zh","Cloudflare 揭露 AI 程式碼審查可被騙","Cloudflare 測試 7 個 AI 模型後發現，隱藏註解可讓程式碼審查誤判，大片檔案的偵測率甚至掉到 12%。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1777873854563-nb4y.png","2026-05-04T05:50:32.359808+00:00",{"id":123,"slug":124,"title":125,"summary":126,"category":17,"image_url":127,"cover_image":127,"language":19,"created_at":128},"68f5abbe-9348-4403-97c5-41dcf47ff6ff","qodo-raises-70m-to-verify-ai-written-code-zh","Qodo 募資 7000 萬美元盯 AI 程式碼品質","Qodo 募資 7000 萬美元，主打 AI 程式碼驗證。它押注的不是生成速度，而是企業能不能放心把 AI 寫的 code 丟進 production。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775122235517-i0yl.png","2026-04-02T08:30:31.41289+00:00",{"id":130,"slug":131,"title":132,"summary":133,"category":34,"image_url":134,"cover_image":134,"language":19,"created_at":135},"5639dfb6-2541-40f2-abbd-f1e1e4edce05","intuit-qodo-ai-code-review-investor-angle-zh","Intuit 與 Qodo：AI 程式審查進場","Intuit 與 Qodo 合作，把 AI 程式審查拉進財務軟體場景。重點不是噱頭，而是安全、合規、可靠性，這些都直接影響產品品質與投資人判斷。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775122220755-yney.png","2026-04-02T08:24:39.346715+00:00",21]