{"id":84661,"date":"2026-07-07T08:00:00","date_gmt":"2026-07-06T23:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=84661"},"modified":"2026-07-06T20:26:05","modified_gmt":"2026-07-06T11:26:05","slug":"%e3%80%90gitlab-duo%e3%80%91ai%e3%83%ac%e3%83%93%e3%83%a5%e3%83%bc%e3%81%ae%e3%83%8e%e3%82%a4%e3%82%ba%e3%82%92%e6%b8%9b%e3%82%89%e3%81%99-custom-review-instructions-%e3%81%a7","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/gitlab\/84661","title":{"rendered":"\u3010GitLab Duo\u3011AI\u30ec\u30d3\u30e5\u30fc\u306e\u30ce\u30a4\u30ba\u3092\u6e1b\u3089\u3059\u2014\u2014Custom Review Instructions \u3067\u300c\u72ec\u81ea\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u300d\u3092\u8a2d\u8a08\u3059\u308b"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">1. \u306f\u3058\u3081\u306b\uff1aAI\u30ec\u30d3\u30e5\u30fc\u3001\u898b\u843d\u3068\u3057\u3066\u3044\u307e\u305b\u3093\u304b\uff1f<\/h2>\n\n\n\n<p>AI\u652f\u63f4\u958b\u767a\u30c4\u30fc\u30eb\uff08Developer Assistance Platform \/ DAP \u7b49\uff09\u3092\u5c0e\u5165\u3057\u3001AI\u306b\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\uff08MR\uff09\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u4efb\u305b\u3066\u307f\u305f\u3082\u306e\u306e\u3001\u6b21\u306e\u3088\u3046\u306a\u4e0d\u6e80\u306f\u3042\u308a\u307e\u305b\u3093\u304b\u3002\u30c6\u30b9\u30c8<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81f4\u547d\u7684\u306a\u30d0\u30b0\u3068\u8efd\u5fae\u306a\u6307\u6458\u304c\u540c\u3058\u30c8\u30fc\u30f3\u3067\u4e26\u3073\u3001\u512a\u5148\u5ea6\u306e\u5224\u65ad\u304c\u3064\u304b\u306a\u3044<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u65b9\u91dd\u306b\u5408\u308f\u306a\u3044\u3001\u904e\u5ea6\u306b\u7d30\u304b\u3044\u6307\u6458\u304c\u591a\u3044<\/li>\n\n\n\n<li>\u7d50\u5c40\u3001\u78ba\u8a8d\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308a\u3001AI\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u898b\u843d\u3068\u3057\u3066\u3057\u307e\u3046<\/li>\n<\/ul>\n\n\n\n<p>\u5c0e\u5165\u652f\u63f4\u306e\u904e\u7a0b\u3067\u3082\u3001AI\u30ec\u30d3\u30e5\u30fc\u3092\u73fe\u5834\u306b\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u6a5f\u80fd\u305d\u306e\u3082\u306e\u4ee5\u5916\u306e\u8a2d\u8a08\u304c\u5fc5\u8981\u3060\u3068\u3044\u3046\u8ab2\u984c\u304c\u5171\u6709\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u79c1\u305f\u3061\u306f\u3001Python\uff08FastAPI\uff09\/ TypeScript\uff08React\uff09\/ AWS \u69cb\u6210\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u7d044\u540d\u4f53\u5236\u3067\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u30aa\u30fc\u30ca\u30fc\uff08PO\uff09\u306f\u9867\u5ba2\u5074\u306b\u304a\u3089\u308c\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u3088\u308a\u4fa1\u5024\u306e\u9ad8\u3044\u3082\u306e\u3068\u3059\u308b\u305f\u3081\u306bPO\u3068\u8a71\u3057\u5408\u3044\u306a\u304c\u3089\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u9078\u5b9a\u3057\u3001AI\u3092\u30d5\u30eb\u6d3b\u7528\u3057\u3066\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Custom Review Instructions \u3092\u5c0e\u5165\u3059\u308b\u524d\u3001GitLab Duo \u306e\u30ec\u30d3\u30e5\u30fc\u7d50\u679c\u306f\u300c\u53c2\u8003\u7a0b\u5ea6\u300d\u306b\u7559\u307e\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u5c0e\u5165\u5f8c\u306f\u3001Duo \u306e\u6307\u6458\u3092\u6f70\u3057\u3066\u304a\u3051\u3070\u4e00\u6b21\u30ec\u30d3\u30e5\u30fc\u3092\u901a\u904e\u3067\u304d\u3001\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30fc\u306f\u305d\u308c\u306b\u88dc\u52a9\u7684\u306b\u4ed8\u3051\u52a0\u3048\u308b\u3060\u3051\u2014\u2014\u3068\u3044\u3046\u5f79\u5272\u5206\u62c5\u306b\u5909\u308f\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001GitLab Duo \u306e <a href=\"https:\/\/docs.gitlab.com\/ja-jp\/user\/gitlab_duo\/customize_duo\/review_instructions\/\" type=\"link\" id=\"https:\/\/docs.gitlab.com\/ja-jp\/user\/gitlab_duo\/customize_duo\/review_instructions\/\" target=\"_blank\"><strong>Custom Review Instructions<\/strong><\/a> \u3092\u6d3b\u7528\u3057\u3001AI\u30ec\u30d3\u30e5\u30fc\u3092\u300c\u983c\u308c\u308b\u540c\u50da\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u304c\u5b9f\u8df5\u3057\u305f\u8a2d\u5b9a\u8a2d\u8a08\u3068\u904b\u7528\u30ce\u30a6\u30cf\u30a6\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u300cAI\u3078\u306e\u4e38\u6295\u3052\u300d\u304c\u751f\u3080 Bad \u4f53\u9a13\uff08Before\uff09<\/h2>\n\n\n\n<p>\u5c0e\u5165\u5f53\u521d\u3001\u79c1\u305f\u3061\u306f\u6b21\u306e\u3088\u3046\u306a Instructions \u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u65e7 Instructions\uff08\u62bd\u8c61\u7684\u306a\u4f9d\u983c\u306b\u7559\u307e\u3063\u3066\u3044\u305f\u4f8b\uff09<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>review_instructions: |\n# xxx \u30d7\u30ed\u30b8\u30a7\u30af\u30c8 \u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u30ec\u30d3\u30e5\u30fc\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\n## \u8a00\u8a9e\n\u3059\u3079\u3066\u306e\u30ec\u30d3\u30e5\u30fc\u30b3\u30e1\u30f3\u30c8\u306f\u65e5\u672c\u8a9e\u3067\u8fd4\u4fe1\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n## \u30ec\u30d3\u30e5\u30fc\u6642\u306e\u91cd\u8981\u306a\u78ba\u8a8d\u4e8b\u9805\nREADME.md\u3084\u8a2d\u8a08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3001\u9069\u5207\u306b\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306a\u3069\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n<p>\u4eba\u9593\u540c\u58eb\u3067\u3042\u308c\u3070\u300c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8e0f\u307e\u3048\u3066\u9069\u5207\u306b\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u307b\u3057\u3044\u300d\u3068\u3044\u3046\u610f\u56f3\u306f\u4f1d\u308f\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u73fe\u5728\u306e GitLab Duo \u306e\u5834\u5408\u3001\u3053\u306e\u7a0b\u5ea6\u306e\u62bd\u8c61\u7684\u306a\u6307\u793a\u3057\u304b\u4e0e\u3048\u306a\u3044\u3068\u30ec\u30d3\u30e5\u30fc\u7d50\u679c\u306f\u5b89\u5b9a\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u65e7 Instructions \u3067\u306e\u5b9f\u969b\u306e\u30ec\u30d3\u30e5\u30fc\u4f8b<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>The updated CASE expression has no ELSE clause, so any DB row with role = 'OWNER' will produce NULL\u2026\uff08\u4e2d\u7565\uff09<\/code><\/pre>\n\n\n\n<p>\uff08SQL \u306e CASE \u6587\u306e\u8003\u616e\u6f0f\u308c\u306b\u3088\u308b 500 \u30a8\u30e9\u30fc\u306e\u30ea\u30b9\u30af\u3092\u3001\u82f1\u8a9e\u306e\u9577\u6587\u3067\u6307\u6458\uff09<\/p>\n\n\n\n<p>\u6307\u6458\u5185\u5bb9\u81ea\u4f53\u306f\u6709\u76ca\u3067\u3057\u305f\u3002\u4e00\u65b9\u3067\u3001\u73fe\u5834\u3067\u306f\u6b21\u306e\u8ab2\u984c\u304c\u9855\u5728\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8a00\u8a9e\u6307\u5b9a\u304c\u5b88\u3089\u308c\u306a\u3044<\/strong> \u2014 \u300c\u65e5\u672c\u8a9e\u3067\u300d\u3068\u6307\u793a\u3057\u3066\u3082\u3001\u6587\u8108\u306b\u3088\u3063\u3066\u82f1\u8a9e\u306b\u623b\u308b<\/li>\n\n\n\n<li><strong>\u91cd\u8981\u5ea6\u3068\u30ce\u30a4\u30ba\u304c\u6df7\u5728\u3059\u308b<\/strong> \u2014 500 \u30a8\u30e9\u30fc\u306e\u30ea\u30b9\u30af\u3068\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4e0a\u306e\u8efd\u5fae\u306a\u6307\u6458\u304c\u540c\u3058\u30c8\u30fc\u30f3\u3067\u4e26\u3076<\/li>\n<\/ol>\n\n\n\n<p>AI\u306f\u30c1\u30fc\u30e0\u306e\u6697\u9ed9\u77e5\u3092\u63a8\u6e2c\u3057\u3066\u304f\u308c\u307e\u305b\u3093\u3002\u300c\u9069\u5207\u306b\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u300d\u3068\u3044\u3046\u4f9d\u983c\u3060\u3051\u3067\u306f\u3001\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3092\u30d9\u30b9\u30c8\u30a8\u30d5\u30a9\u30fc\u30c8\u3067\u51fa\u529b\u3059\u308b\u306b\u3068\u3069\u307e\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u56fa\u6709\u306e\u57fa\u6e96\u306b\u306f\u5bc4\u308a\u306b\u304f\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. AIDD Force \u306e\u30a2\u30d7\u30ed\u30fc\u30c1\uff1a\u300c\u72ec\u81ea\u306e\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u300d\u3092\u8a00\u8a9e\u5316\u3059\u308b<\/h2>\n\n\n\n<p>\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3001\u793e\u5185\u3067\u958b\u767a\u30c1\u30fc\u30e0\u3092\u6a2a\u65ad\u3057\u3066 AI \u99c6\u52d5\u958b\u767a \u3092\u63a8\u9032\u3059\u308b\u30c1\u30fc\u30e0\u300cAIDD Force\u300d\u304c\u3001<strong>\u300c\u672c\u5f53\u306b AI \u306b\u898b\u3066\u307b\u3057\u3044\u89b3\u70b9\u300d<\/strong> \u3092\u6d17\u3044\u51fa\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5358\u306a\u308b\u30c6\u30ad\u30b9\u30c8\uff08<code>review_instructions<\/code>\uff09\u3067\u306f\u306a\u304f\u3001GitLab Duo \u306e\u516c\u5f0f\u30b9\u30ad\u30fc\u30de\u3067\u3042\u308b <code>instructions \/ fileFilters <\/code>\u3092\u4f7f\u3063\u305f\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\uff08<code>.gitlab\/duo\/mr-review-instructions.yaml<\/code>\uff09\u3078\u79fb\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306e\u5168\u4f53\u50cf<\/h4>\n\n\n\n<p>\u73fe\u884c\u904b\u7528\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u69cb\u9020\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u516c\u5f0f\u30b9\u30ad\u30fc\u30de: https:\/\/docs.gitlab.com\/ja-jp\/user\/gitlab_duo\/customize_duo\/review_instructions\/\n\ninstructions:\n  - name: AIDD MR\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96          # \u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u30bb\u30c3\u30c8\u306e\u540d\u524d\n    fileFilters:\n      - \"**\/*\"                         # \u5bfe\u8c61\u30d5\u30a1\u30a4\u30eb\uff08\u5168\u30d5\u30a1\u30a4\u30eb\uff09\n    instructions: |\n      # \u3053\u3053\u306b\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u306e\u672c\u6587\u3092\u8a18\u8ff0\n      # \u30ab\u30c6\u30b4\u30ea\uff08\u30d0\u30b0\u30ea\u30b9\u30af\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u7b49\uff09\u3054\u3068\u306b\n      # &#91;CRITICAL] \/ &#91;HIGH] \/ &#91;MEDIUM] \/ &#91;LOW] \u4ed8\u304d\u306e\u30eb\u30fc\u30eb\u3092\u5217\u6319\n      # \u672b\u5c3e\u306b\u51fa\u529b\u5f62\u5f0f\uff08\u91cd\u8981\u5ea6\u9806\u30fb\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u30fb\u884c\u756a\u53f7 \u7b49\uff09\u3092\u5b9a\u7fa9<\/code><\/pre>\n\n\n\n<p>\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u8981\u7d20<\/strong><\/td><td><strong>\u5f79\u5272<\/strong><\/td><\/tr><tr><td><code>name<\/code><\/td><td>\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u30bb\u30c3\u30c8\u3092\u8b58\u5225\u3059\u308b\u540d\u524d\u3002Duo \u306e\u30b3\u30e1\u30f3\u30c8\u306b\u8868\u793a\u3055\u308c\u308b<\/td><\/tr><tr><td><code>fileFilters<\/code><\/td><td>\u30eb\u30fc\u30eb\u3092\u9069\u7528\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u306e glob \u30d1\u30bf\u30fc\u30f3\u3002\u73fe\u72b6\u306f <code>*\/**<\/code> \u3067\u5168\u30d5\u30a1\u30a4\u30eb\u5bfe\u8c61<\/td><\/tr><tr><td><code>instructions<\/code><\/td><td>\u30ab\u30c6\u30b4\u30ea\u5225\u306e\u5224\u5b9a\u30eb\u30fc\u30eb\u3068\u51fa\u529b\u5f62\u5f0f\u3092\u8a18\u8ff0\u3059\u308b\u672c\u6587<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><code>instructions<\/code> \u672c\u6587\u306f\u3001<strong>\u30d0\u30b0\u30ea\u30b9\u30af <\/strong>\u2192<strong> \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u54c1\u8cea <\/strong>\u2192<strong> \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 <\/strong>\u2192<strong> \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 <\/strong>\u2192<strong> \u30ea\u30b0\u30ec\u30c3\u30b7\u30e7\u30f3\u30ea\u30b9\u30af <\/strong>\u2192<strong> \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 <\/strong>\u2192<strong> \u30b3\u30fc\u30c9\u54c1\u8cea <\/strong>\u2192<strong> \u30c6\u30b9\u30c8\u54c1\u8cea <\/strong>\u2192<strong> \u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3<\/strong> \u306e9\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u304b\u308c\u3001\u5408\u8a0830\u4ee5\u4e0a\u306e\u30eb\u30fc\u30eb\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65b0 Instructions \u306b\u7d44\u307f\u8fbc\u3093\u3060<strong> 3 \u3064\u306e\u5fc5\u9808\u8981\u7d20 <\/strong>\u3092\u3001\u5b9f\u969b\u306e\u8a2d\u5b9a\u4f8b\u3068\u3068\u3082\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. \u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u3001\u6a5f\u68b0\u7684\u306b\u5224\u5b9a\u3067\u304d\u308b\u6761\u4ef6\u3092\u66f8\u304f<\/h3>\n\n\n\n<p>\u300c\u30d0\u30b0\u3092\u898b\u3064\u3051\u3066\u300d\u300c\u8907\u96d1\u306a\u30b3\u30fc\u30c9\u3092\u6307\u6458\u3057\u3066\u300d\u3068\u3044\u3063\u305f\u4e3b\u89b3\u7684\u306a\u6307\u793a\u306f\u3001AI\u306b\u306f\u5341\u5206\u4f1d\u308f\u308a\u307e\u305b\u3093\u3002\u89b3\u70b9\u3092\u30ab\u30c6\u30b4\u30ea\u5206\u3051\u3057\u3001<strong>\u5224\u5b9a\u53ef\u80fd\u306a\u30eb\u30fc\u30eb <\/strong>\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8a2d\u5b9a\u4f8b\uff08\u30d0\u30b0\u30ea\u30b9\u30af\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u54c1\u8cea\uff09<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>## \u30d0\u30b0\u30ea\u30b9\u30af\n\n- &#91;HIGH] error-handling: \u5916\u90e8API\u547c\u3073\u51fa\u3057\u30fbDB\u64cd\u4f5c\u30fb\u30d5\u30a1\u30a4\u30ebI\/O\u306e\u4f8b\u5916\u304c try-catch \u7b49\u3067\u51e6\u7406\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3002async\/await \u547c\u3073\u51fa\u3057\u3082\u5bfe\u8c61\u3002\n- &#91;HIGH] null-guard: null\u30fbundefined\u30fb\u7a7a\u6587\u5b57\u30fb\u7bc4\u56f2\u5916\u306e\u5165\u529b\u304c\u4f7f\u7528\u524d\u306b\u30ac\u30fc\u30c9\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3059\u308b\u3053\u3068\uff08\u30aa\u30d7\u30b7\u30e7\u30ca\u30eb\u30c1\u30a7\u30a4\u30f3\u30fb\u65e9\u671f\u30ea\u30bf\u30fc\u30f3\u30fb\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u7b49\uff09\u3002\n\n## \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\n\n- &#91;CRITICAL] hardcoded-secrets: \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5185\u306eAPI\u30ad\u30fc\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u30fb\u30c8\u30fc\u30af\u30f3\u30fb\u63a5\u7d9a\u6587\u5b57\u5217\u306fCRITICAL\u3002\u74b0\u5883\u5909\u6570\u307e\u305f\u306f\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3078\u306e\u79fb\u884c\u3092\u5373\u5ea7\u306b\u6c42\u3081\u308b\u3053\u3068\u3002\n- &#91;CRITICAL] injection: \u30e6\u30fc\u30b6\u30fc\u5165\u529b\u304cSQL\u30af\u30a8\u30ea\u30fb\u30b7\u30a7\u30eb\u30b3\u30de\u30f3\u30c9\u30fbHTML\u51fa\u529b\u306b\u76f4\u63a5\u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3002\n\n## \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u54c1\u8cea\n\n- &#91;MEDIUM] cyclomatic-complexity: \u6761\u4ef6\u5206\u5c90\u306e\u30cd\u30b9\u30c8\u304c4\u6bb5\u968e\u3092\u8d85\u3048\u308b\u304b\u3001\u95a2\u6570\u304c\u7d0450\u884c\u3092\u8d85\u3048\u308b\u5834\u5408\u306b\u6307\u6458\u3059\u308b\u3053\u3068\u3002\u30ac\u30fc\u30c9\u7bc0\u3084\u95a2\u6570\u5206\u5272\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u3002\n- &#91;LOW] dead-code: \u672a\u4f7f\u7528\u306e\u5909\u6570\u30fb\u30a4\u30f3\u30dd\u30fc\u30c8\u30fb\u5230\u9054\u4e0d\u80fd\u306a\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u30fb\u4e0d\u8981\u306a\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002<\/code><\/pre>\n\n\n\n<p>\u300c\u30cd\u30b9\u30c8 4 \u6bb5\u968e\u300d\u300c\u95a2\u6570 50 \u884c\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u57fa\u6e96\u3092\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u6307\u6458\u306e\u30d6\u30ec\u304c\u6e1b\u308a\u3001\u512a\u5148\u5ea6\u306e\u4f4e\u3044\u6307\u6458\u3082\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. \u6307\u6458\u306b\u91cd\u8981\u5ea6\uff08Severity\uff09\u3092\u4ed8\u4e0e\u3059\u308b<\/h3>\n\n\n\n<p>\u3059\u3079\u3066\u306e\u30eb\u30fc\u30eb\u5192\u982d\u306b <code>[CRITICAL] [HIGH] [MEDIUM] [LOW]<\/code> \u3092\u4ed8\u3051\u3001\u51fa\u529b\u6642\u3082\u91cd\u8981\u5ea6\u9806\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3088\u3046\u6307\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CRITICAL<\/strong> \/ <strong>HIGH<\/strong> \u2014 \u30de\u30fc\u30b8\u524d\u306b\u5fc5\u305a\u4fee\u6b63<\/li>\n\n\n\n<li><strong>MEDIUM<\/strong> \/ <strong>LOW<\/strong> \u2014 \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n<p>\u958b\u767a\u8005\u306f\u91cd\u8981\u5ea6\u30e9\u30d9\u30eb\u3092\u898b\u308b\u3060\u3051\u3067\u3001\u77ed\u6642\u9593\u3067\u30c8\u30ea\u30a2\u30fc\u30b8\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-3. \u51fa\u529b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u660e\u793a\u3059\u308b<\/h3>\n\n\n\n<p>\u300c\u65e5\u672c\u8a9e\u3067\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u51fa\u529b\u5f62\u5f0f\u3082\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91cd\u8981\u5ea6\uff08CRITICAL \u2192 HIGH \u2192 MEDIUM \u2192 LOW\uff09\u306e\u9806\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b<\/li>\n\n\n\n<li>\u5404\u6307\u6458\u306b\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3068\u884c\u756a\u53f7\u3092\u542b\u3081\u308b<\/li>\n\n\n\n<li>\u554f\u984c\u304c\u3042\u308b\u9805\u76ee\u306e\u307f\u5831\u544a\u3057\u3001\u554f\u984c\u306e\u306a\u3044\u9805\u76ee\u306f\u7701\u7565\u3059\u308b<\/li>\n\n\n\n<li>\u30ec\u30d3\u30e5\u30fc\u30b3\u30e1\u30f3\u30c8\u672c\u6587\u306f\u65e5\u672c\u8a9e\u3067\u8a18\u8ff0\u3059\u308b\uff08\u91cd\u8981\u5ea6\u30e9\u30d9\u30eb CRITICAL \/ HIGH \/ MEDIUM \/ LOW \u306f\u82f1\u8a9e\u306e\u307e\u307e\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u5185\u306b\u306f\u3001\u6b21\u306e\u51fa\u529b\u4f8b\u3092\u8a18\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>**CRITICAL**\n- &#91;\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3] `src\/config.ts:8` \u306b\u30c8\u30fc\u30af\u30f3\u306e\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3092\u691c\u51fa \u2014 \u74b0\u5883\u5909\u6570\u306b\u79fb\u884c\u3059\u308b\u3053\u3068\u3002\n\n**HIGH**\n- &#91;\u30d0\u30b0\u30ea\u30b9\u30af] `src\/utils\/format.ts:21` \u3067 `user.address.city` \u3078\u306e\u30a2\u30af\u30bb\u30b9\u524d\u306bNull\u30c1\u30a7\u30c3\u30af\u304c\u306a\u3044\u3002\n\n**MEDIUM**\n- &#91;\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9] `src\/components\/Cart.tsx:45` \u3067 `calculateTotal` \u304c\u6bce\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u547c\u3073\u51fa\u3055\u308c\u3066\u3044\u308b \u2014 \u30e1\u30e2\u5316\u3092\u691c\u8a0e\u3002\n\n**LOW**\n- &#91;\u30b3\u30fc\u30c9\u54c1\u8cea] `src\/handlers\/event.ts:12` \u306e\u5909\u6570 `d` \u306f\u3088\u308a\u660e\u78ba\u306a\u540d\u524d\u306b\u3059\u3079\u304d\u3002<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u5b9f\u969b\u306e\u30ec\u30d3\u30e5\u30fc\u306f\u3053\u3046\u5909\u308f\u3063\u305f\uff08After\uff09<\/h2>\n\n\n\n<p>\u72ec\u81ea\u306e\u300cAIDD MR \u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u300d\u3092\u5c0e\u5165\u3057\u305f\u7d50\u679c\u3001\u30ec\u30d3\u30e5\u30fc\u4f53\u9a13\u306f\u6b21\u306e\u3088\u3046\u306b\u6539\u5584\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u65b0 Instructions \u3067\u306e\u5b9f\u969b\u306e\u30ec\u30d3\u30e5\u30fc\u4f8b<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;HIGH] &#91;\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \/ blocking-io] src\/services\/folder_service.py:142 \u2014 paginator.paginate() \u304a\u3088\u3073 for page in pages: \u30eb\u30fc\u30d7\u306f\u540c\u671f\u30d6\u30ed\u30c3\u30ad\u30f3\u30b0\u547c\u3073\u51fa\u3057\u3067\u3059\u3002\u5927\u898f\u6a21\u30d5\u30a9\u30eb\u30c0\u306e\u5834\u5408\u3001\u30a4\u30d9\u30f3\u30c8\u30eb\u30fc\u30d7\u3092\u9577\u6642\u9593\u30d6\u30ed\u30c3\u30af\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002asyncio.to_thread \u3067\u30e9\u30c3\u30d7\u3059\u308b\u304b\u3001\u8a2d\u8a08\u4e0a\u306e\u5236\u7d04\u3068\u3057\u3066\u30b3\u30e1\u30f3\u30c8\u3067\u660e\u793a\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n<p>\u203b Duo \u306e\u30b3\u30e1\u30f3\u30c8\u5192\u982d\u306b\u306f <code>According to custom instructions in 'AIDD MR\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96' (blocking-io: \u2026)<\/code> \u306e\u3088\u3046\u306a\u82f1\u8a9e\u306e\u30e1\u30bf\u60c5\u5831\u304c\u4ed8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u6307\u6458\u672c\u6587\u306f\u65e5\u672c\u8a9e\u3067\u51fa\u529b\u3055\u308c\u308b\u3088\u3046\u5b89\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u73fe\u5834\u3067\u306f\u6b21\u306e\u597d\u5faa\u74b0\u304c\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c8\u30ea\u30a2\u30fc\u30b8\u304c\u901f\u3044<\/strong> \u2014 <code>[HIGH]<\/code> \u3084 <code>[CRITICAL]<\/code> \u3092\u898b\u308c\u3070\u512a\u5148\u5bfe\u5fdc\u3092\u5373\u5224\u65ad\u3067\u304d\u308b<\/li>\n\n\n\n<li><strong>\u4fee\u6b63\u7406\u7531\u304c\u7406\u89e3\u3057\u3084\u3059\u3044<\/strong> \u2014 \u30ab\u30c6\u30b4\u30ea\u540d\uff08\u4f8b: <code>blocking-io<\/code>\uff09\u3067\u6307\u6458\u306e\u610f\u56f3\u304c\u628a\u63e1\u3067\u304d\u308b<\/li>\n\n\n\n<li><strong>\u30ec\u30d3\u30e5\u30fc\u3078\u306e\u4fe1\u983c\u304c\u9ad8\u307e\u308b<\/strong> \u2014 CRITICAL \/ HIGH \u306e\u6307\u6458\u3092\u6f70\u305b\u3070\u3001\u4e00\u6b21\u30ec\u30d3\u30e5\u30fc\u306f\u901a\u904e\u3067\u304d\u308b\u3068\u3044\u3046\u8a8d\u8b58\u304c\u5b9a\u7740<\/li>\n<\/ul>\n\n\n\n<p>\u4eba\u9593\u540c\u58eb\u306e\u30ec\u30d3\u30e5\u30fc\u306f\u3001\u7d30\u304b\u3044\u30b3\u30fc\u30c9\u30c1\u30a7\u30c3\u30af\u304b\u3089\u89e3\u653e\u3055\u308c\u3001\u8a2d\u8a08\u30fb\u8981\u4ef6\u306e\u8b70\u8ad6\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u8a2d\u5b9a\u3092\u6574\u3048\u3066\u3082 GitLab Duo \u306e\u30ec\u30d3\u30e5\u30fc\u4f1a\u8a71\u6a5f\u80fd\u306b\u306f\u5236\u7d04\u304c\u3042\u308a\u3001\u8fd4\u4fe1\u3078\u306e\u5fdc\u7b54\u7cbe\u5ea6\u306b\u3070\u3089\u3064\u304d\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u904b\u7528\u4e0a\u306e\u56de\u907f\u7b56\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u7ae0\u3067\u8a73\u8ff0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u73fe\u5834\u3067\u306e\u904b\u7528Tips\uff1aAI\u304c\u671f\u5f85\u3069\u304a\u308a\u52d5\u304b\u306a\u3044\u3068\u304d\u306b\u6709\u52b9\u306a\u8c46\u77e5\u8b58<\/h2>\n\n\n\n<p>MR \u30b3\u30e1\u30f3\u30c8\u3078\u306e\u8fd4\u4fe1\uff08\u300c\u76f4\u3057\u307e\u3057\u305f\u300d\u300c\u3053\u3053\u306f\u610f\u56f3\u7684\u3067\u3059\u300d\u306a\u3069\uff09\u306b\u5bfe\u3057\u3001<strong>\u6700\u65b0\u30b3\u30df\u30c3\u30c8\u3092\u53cd\u6620\u305b\u305a\u3001\u53e4\u3044\u30b3\u30fc\u30c9\u3092\u524d\u63d0\u306b\u5fdc\u7b54\u3059\u308b<\/strong> \u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a66\u884c\u932f\u8aa4\u306e\u7d50\u679c\u3001\u6b21\u306e\u3088\u3046\u306a\u5de5\u592b\u304c\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3092\u898b\u51fa\u3057\u307e\u3057\u305f\u3002\u6700\u7d42\u7684\u306b\u306f Duo \u5074\u306e\u6539\u5584\u307e\u305f\u306f custom instructions \u306b\u3088\u308b\u6839\u672c\u5bfe\u51e6\u304c\u671b\u307e\u3057\u3044\u306e\u3067\u3059\u304c\u3001\u73fe\u5728\u306e\u3068\u3053\u308d\u79c1\u305f\u3061\u306f\u3053\u306e\u904b\u7528\u65b9\u6cd5\u3092\u9069\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u2460 \u8fd4\u4fe1\u306b\u306f\u5fc5\u305a\u30b3\u30df\u30c3\u30c8\u30cf\u30c3\u30b7\u30e5\u3092\u6dfb\u3048\u308b<\/strong><\/h4>\n\n\n\n<p>\u300c\u76f4\u3057\u307e\u3057\u305f\u300d\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u6700\u65b0\u306e\u30b3\u30df\u30c3\u30c8\u756a\u53f7\u3092\u660e\u8a18\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>@GitLabDuo \u4ee5\u4e0b\u3067\u5bfe\u5fdc\u3057\u307e\u3057\u305f\u3002 570a553d<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u2461 1\u4ef6\u305a\u3064\u8fd4\u4fe1\u305b\u305a\u3001\u4e0b\u66f8\u304d\u4fdd\u5b58\u3057\u3066\u4e00\u62ec\u9001\u4fe1\u3059\u308b<\/strong><\/h4>\n\n\n\n<p>\u30b3\u30e1\u30f3\u30c81\u4ef6\u3054\u3068\u306b\u300c\u8fd4\u4fe1\u300d\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3066 Duo \u3068\u4f1a\u8a71\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001Duo \u304c\u6df7\u4e71\u3057\u3066\u898b\u843d\u3068\u3057\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6307\u6458\u306b\u5bfe\u3059\u308b\u4fee\u6b63\u3092\u3059\u3079\u3066\u30b3\u30df\u30c3\u30c8\u3059\u308b<\/li>\n\n\n\n<li>\u5404\u30b3\u30e1\u30f3\u30c8\u306b <code>@GitLabDuo \u4ee5\u4e0b\u3067\u5bfe\u5fdc\u3057\u307e\u3057\u305f\u3002[\u30cf\u30c3\u30b7\u30e5]<\/code> \u3068 <strong>Draft\uff08\u4e0b\u66f8\u304d\uff09<\/strong> \u3067\u8fd4\u4fe1\u3092\u66f8\u304f<\/li>\n\n\n\n<li>\u6700\u5f8c\u306b <strong>Submit review<\/strong> \u3067\u4e00\u62ec\u9001\u4fe1\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u624b\u9806\u306b\u3088\u308a\u3001Duo \u304c\u6700\u65b0\u30b3\u30fc\u30c9\u3092\u53c2\u7167\u3057\u3001\u5fdc\u7b54\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u304a\u308f\u308a\u306b<\/h2>\n\n\n\n<p>AI\u30ec\u30d3\u30e5\u30fc\u306b\u4e0d\u6e80\u3092\u611f\u3058\u305f\u3068\u304d\u3001\u300cAI\u306e\u6027\u80fd\u4e0d\u8db3\u300d\u3068\u8003\u3048\u304c\u3061\u3067\u3059\u3002\u3057\u304b\u3057\u591a\u304f\u306e\u5834\u5408\u3001<strong>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5fc5\u8981\u306a\u54c1\u8cea\u57fa\u6e96\u3092 AI \u306b\u5341\u5206\u4f1d\u3048\u3089\u308c\u3066\u3044\u306a\u3044 <\/strong>\u3053\u3068\u304c\u539f\u56e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>4 \u540d\u306e\u30c1\u30fc\u30e0\u3067\u89b3\u70b9\u3092\u6574\u7406\u3057\u3001\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb 1 \u3064\u3067\u57fa\u6e96\u3092\u5171\u6709\u3059\u308b\u3060\u3051\u3067\u3001GitLab Duo \u306f\u5b9f\u7528\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u652f\u63f4\u306b\u5909\u308f\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u304c\u3001\u7686\u3055\u3093\u306e\u73fe\u5834\u3067\u306e AI \u30ec\u30d3\u30e5\u30fc\u8a2d\u8a08\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u306f\u3058\u3081\u306b\uff1aAI\u30ec\u30d3\u30e5\u30fc\u3001\u898b\u843d\u3068\u3057\u3066\u3044\u307e\u305b\u3093\u304b\uff1f AI\u652f\u63f4\u958b\u767a\u30c4\u30fc\u30eb\uff08Developer Assistance Platform \/ DAP \u7b49\uff09\u3092\u5c0e\u5165\u3057\u3001AI\u306b\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\uff08MR\uff09\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u4efb\u305b\u3066\u307f\u305f\u3082\u306e\u306e\u3001 [&#8230;]<\/p>\n","protected":false},"author":102,"featured_media":84670,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[985,109,716,1191],"tags":[],"class_list":["post-84661","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-driven-dev","category-gitlab","category-ha-arai","category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010GitLab Duo\u3011AI\u30ec\u30d3\u30e5\u30fc\u306e\u30ce\u30a4\u30ba\u3092\u6e1b\u3089\u3059\u2014\u2014Custom Review Instructions \u3067\u300c\u72ec\u81ea\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u300d\u3092\u8a2d\u8a08\u3059\u308b - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"AI\u99c6\u52d5\u958b\u767a(AIDD), GitLab, Hajime ARAI, \u751f\u6210AI\u6d3b\u7528 |1. \u306f\u3058\u3081\u306b\uff1aAI\u30ec\u30d3\u30e5\u30fc\u3001\u898b\u843d\u3068\u3057\u3066\u3044\u307e\u305b\u3093\u304b\uff1f AI\u652f\u63f4\u958b\u767a\u30c4\u30fc\u30eb\uff08Developer Assistance Platform \/ DAP\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/gitlab\/84661\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010GitLab Duo\u3011AI\u30ec\u30d3\u30e5\u30fc\u306e\u30ce\u30a4\u30ba\u3092\u6e1b\u3089\u3059\u2014\u2014Custom Review Instructions \u3067\u300c\u72ec\u81ea\u30ec\u30d3\u30e5\u30fc\u57fa\u6e96\u300d\u3092\u8a2d\u8a08\u3059\u308b - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"og:description\" content=\"AI\u99c6\u52d5\u958b\u767a(AIDD), GitLab, Hajime ARAI, \u751f\u6210AI\u6d3b\u7528 |1. \u306f\u3058\u3081\u306b\uff1aAI\u30ec\u30d3\u30e5\u30fc\u3001\u898b\u843d\u3068\u3057\u3066\u3044\u307e\u305b\u3093\u304b\uff1f AI\u652f\u63f4\u958b\u767a\u30c4\u30fc\u30eb\uff08Developer Assistance Platform \/ DAP\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.creationline.com\/tech-blog\/cloudnative\/gitlab\/84661\" \/>\n<meta property=\"og:site_name\" content=\"Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-06T23:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2026\/07\/eyecatch-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1376\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Hajime ARAI\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@creationline\" \/>\n<meta name=\"twitter:site\" content=\"@creationline\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Hajime ARAI\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" 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