{"id":9572,"date":"2025-10-15T08:55:34","date_gmt":"2025-10-15T08:55:34","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=9572"},"modified":"2025-10-15T08:55:34","modified_gmt":"2025-10-15T08:55:34","slug":"%e3%80%90%e9%96%8b%e7%99%ba%e7%b5%84%e7%b9%94%e3%81%a8%e5%93%81%e8%b3%aa%e8%a8%ad%e8%a8%88%e3%80%91gmo%e3%82%a4%e3%83%b3%e3%82%bf%e3%83%bc%e3%83%8d%e3%83%83%e3%83%88%e3%82%b0%e3%83%ab%e3%83%bc","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/9572\/","title":{"rendered":"\u3010\u958b\u767a\u7d44\u7e54\u3068\u54c1\u8cea\u8a2d\u8a08\u3011GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u304c\u8a9e\u308b\u958b\u767a\u73fe\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u6d3b\u7528\u306e\u30ea\u30a2\u30eb\u3068\u306f\uff1f \/ \u958b\u767a\u8005\u5411\u3051\u30d6\u30ed\u30b0\u30fb\u30a4\u30d9\u30f3\u30c8 | GMO Developers"},"content":{"rendered":"\n<\/p>\n<div>\n<div class=\"articleDescription\">\n<p>2025\u5e747\u670830\u65e5\u3001\u6e0b\u8c37\u306b\u3042\u308b\u682a\u5f0f\u4f1a\u793e\u30b3\u30b3\u30ca\u30e9\u672c\u793e\u306b\u3066\u300c\u751f\u6210AI\u6d3b\u7528\u306e\u30ea\u30a2\u30eb\u3092\u8a9e\u308b\u300d\u6280\u8853\u30a4\u30d9\u30f3\u30c8\u304c\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u3002GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u304b\u3089\u306f\u3001\u30a8\u30ad\u30b9\u30d1\u30fc\u30c82\u540d\u304c\u767b\u58c7\u3057\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u7acb\u5834\u304b\u3089\u751f\u6210AI\u306e\u5c0e\u5165\u30fb\u6d3b\u7528\u306e\u73fe\u5834\u77e5\u898b\u3092\u5171\u6709\u3057\u307e\u3057\u305f\u3002<br \/>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u5f53\u65e5\u306e\u5185\u5bb9\u3092\u6280\u8853\u5e83\u5831\u8996\u70b9\u3067\u518d\u69cb\u6210\u3057\u3001\u300c\u3053\u308c\u304b\u3089\u751f\u6210AI\u6d3b\u7528\u3092\u63a8\u9032\u3057\u305f\u3044\u300d\u300cPoC\u3092\u3069\u3046\u9032\u3081\u308b\u304b\u8ff7\u3063\u3066\u3044\u308b\u300d\u65b9\u3005\u306b\u3068\u3063\u3066\u306e\u30d2\u30f3\u30c8\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A4%E3%83%99%E3%83%B3%E3%83%88%E6%A6%82%E8%A6%81\"\/>\u30a4\u30d9\u30f3\u30c8\u6982\u8981<span class=\"ez-toc-section-end\"\/><\/h2>\n<ul class=\"wp-block-developers-block-text-list list list-articleTextList\">\n<li>\u958b\u50ac\u65e5\u6642\uff1a2025\u5e747\u670830\u65e5(\u6c34)19:00-21:30<\/li>\n<li>\u958b\u50ac\u5834\u6240\uff1a\u682a\u5f0f\u4f1a\u793e\u30b3\u30b3\u30ca\u30e9\u672c\u793e<\/li>\n<li>URL\uff1a<a target=\"_blank\" href=\"https:\/\/coconala.connpass.com\/event\/359486\/\">https:\/\/coconala.connpass.com\/event\/359486\/<\/a><\/li>\n<li>\u53c2\u52a0\u8cbb\uff1a\u7121\u6599<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"GMO%E3%82%A4%E3%83%B3%E3%82%BF%E3%83%BC%E3%83%8D%E3%83%83%E3%83%88%E3%82%B0%E3%83%AB%E3%83%BC%E3%83%97%E3%81%AE%E7%99%BB%E5%A3%87%E8%80%85\"\/>GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u306e\u767b\u58c7\u8005<span class=\"ez-toc-section-end\"\/><\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/06\/tomoki_ishimaru_2025.jpg\" alt=\"\" class=\"wp-image-66622\" style=\"object-fit:cover;width:200px;height:200px\"\/><\/figure>\n<\/div>\n<p><strong>GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u3000\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8(Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\uff09<\/strong><br \/>2016\u5e74GMO\u30a2\u30c9\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u682a\u5f0f\u4f1a\u793e\u306b\u5165\u793e\u30022025\u5e74\u306bGMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u682a\u5f0f\u4f1a\u793e\u306b\u8ee2\u7c4d\u3002\u5165\u793e\u4ee5\u964d\u3001\u5e83\u544a\u914d\u4fe1\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u3092\u62c5\u5f53\u3057\u3001\u73fe\u5728\u306f\u958b\u767a\u306b\u643a\u308f\u308a\u306a\u304c\u3089\u958b\u767a\u30c1\u30fc\u30e0\u3084\u7d44\u7e54\u306e\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3082\u62c5\u5f53\u3002GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u3092\u6a2a\u65ad\u3057\u305f\u6280\u8853\u540c\u4eba\u8a8c\u306e\u5236\u4f5c\u3084\u6280\u8853\u30d6\u30ed\u30b0\u3067\u306e\u60c5\u5831\u767a\u4fe1\u306e\u6d3b\u52d5\u3092\u901a\u3057\u3066\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u57a3\u6839\u3092\u8d85\u3048\u305f\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3084\u793e\u5185\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u91b8\u6210\u306b\u53d6\u308a\u7d44\u3080\u3002<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/06\/takumi_sugiura_2025.jpg\" alt=\"\" class=\"wp-image-66623\" style=\"width:200px\"\/><\/figure>\n<\/div>\n<p><strong>GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u3000\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8(\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff09<\/strong><br \/>2023\u5e74\u306bGMO NIKKO\u682a\u5f0f\u4f1a\u793e\u3078\u65b0\u5352\u5165\u793e\u30022025\u5e74\u306bGMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u682a\u5f0f\u4f1a\u793e\u306b\u8ee2\u7c4d\u3002\u5165\u793e\u5f8c\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u6a2a\u65ad\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u300cAI\u3057\u3042\u304a\u3046\u305c\uff01\u300d\u306e\u30a2\u30c9\u30d0\u30a4\u30b6\u30fc\u3092\u52d9\u3081\u308b\u307b\u304b\u3001\u5e83\u544a\u52b9\u679c\u4e88\u6e2c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u6f2b\u753b\u89e3\u6790AI\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30df\u30c3\u30af\u30b9\u30e2\u30c7\u30ea\u30f3\u30b0\uff08MMM\uff09\u3001\u65b0\u898f\u4e8b\u696d\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u696d\u52d9\u306a\u3069\u3001\u5e45\u5e83\u3044\u958b\u767a\u306b\u643a\u308f\u308b\u3002\u5c02\u9580\u306f\u6642\u7cfb\u5217\u89e3\u6790\u3084\u6570\u7406\u6700\u9069\u5316\u3002<br \/>\u8da3\u5473\u306f\u30d0\u30a4\u30af\u3001\u91e3\u308a\u3001\u30d9\u30fc\u30b9\u30ae\u30bf\u30fc\u306e\u6f14\u594f\u3001\u6599\u7406\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%96%8B%E7%99%BA%E7%B5%84%E7%B9%94%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8B%E7%94%9F%E6%88%90AI%E6%B4%BB%E7%94%A8%E3%81%AE%E8%88%9E%E5%8F%B0%E8%A3%8F%E3%80%9C%E5%B0%8E%E5%85%A5%E3%83%BB%E6%8E%A8%E9%80%B2%E3%83%BB%E6%B4%BB%E7%94%A8%E3%81%AE%E3%83%AA%E3%82%A2%E3%83%AB%E3%80%9C\"\/>\u958b\u767a\u7d44\u7e54\u306b\u304a\u3051\u308b\u751f\u6210AI\u6d3b\u7528\u306e\u821e\u53f0\u88cf\u301c\u5c0e\u5165\u30fb\u63a8\u9032\u30fb\u6d3b\u7528\u306e\u30ea\u30a2\u30eb\u301c<span class=\"ez-toc-section-end\"\/><\/h2>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%84%E7%B9%94%E5%8D%98%E4%BD%8D%E3%81%A7%E9%80%B2%E3%82%81%E3%82%8B%E7%94%9F%E6%88%90AI%E6%B4%BB%E7%94%A8%E3%83%95%E3%82%A7%E3%83%BC%E3%82%BA%E3%81%B8\"\/>\u7d44\u7e54\u5358\u4f4d\u3067\u9032\u3081\u308b\u751f\u6210AI\u6d3b\u7528\u30d5\u30a7\u30fc\u30ba\u3078<span class=\"ez-toc-section-end\"\/><\/h3>\n<p>\u304b\u3064\u3066\u958b\u767a\u73fe\u5834\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u6d3b\u7528\u306f\u3001\u30b3\u30fc\u30c9\u88dc\u5b8c\u3084\u30b9\u30af\u30ea\u30d7\u30c8\u4f5c\u6210\u306a\u3069\u3001\u6bd4\u8f03\u7684\u88dc\u52a9\u7684\u306a\u7528\u9014\u306b\u3068\u3069\u307e\u3063\u3066\u3044\u307e\u3057\u305f\u3002 \u3057\u304b\u3057\u3001AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767b\u5834\u306b\u3088\u308a\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u50cd\u304d\u65b9\u306f\u5927\u304d\u304f\u5909\u5316\u3057\u3001 \u300c\u7d44\u7e54\u3068\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u53d6\u308a\u5165\u308c\u3001\u6d78\u900f\u3055\u305b\u3066\u3044\u304f\u304b\u300d\u304c\u91cd\u8981\u306a\u30c6\u30fc\u30de\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u77f3\u4e38\u3055\u3093\u306e\u767a\u8868\u3067\u306f\u30012023\u5e74\u306bGitHub Copilot\u3001CodeRabbit\u306e\u5c0e\u5165\u304c\u59cb\u307e\u308a\u3001 2025\u5e74\u306b\u306fDevin\u306eTeam\u30d7\u30e9\u30f3\u5c0e\u5165\u3092\u76ae\u5207\u308a\u306b\u3001\u73fe\u5728\u306f\u7d44\u7e54\u5168\u4f53\u3067AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u95a2\u9023\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u8a9e\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%88%A9%E7%94%A8%E7%8E%87%E3%81%A8%E6%88%90%E6%9E%9C\"\/>\u5229\u7528\u7387\u3068\u6210\u679c<span class=\"ez-toc-section-end\"\/><\/h3>\n<ul class=\"wp-block-developers-block-text-list list list-articleTextList\">\n<li>\u6d3b\u7528\u7387\uff1a90\uff05(20\u540d\u4e2d18\u540d)<\/li>\n<li>\u6bce\u65e5\u6d3b\u7528\u3057\u3066\u3044\u308b\u30e1\u30f3\u30d0\u30fc\uff1a\u7d0470\uff05<\/li>\n<li>\u524a\u6e1b\u52b9\u679c\uff1a76\uff05\u304c\u300c\u90313\u6642\u9593\u4ee5\u4e0a\u306e\u958b\u767a\u6642\u9593\u77ed\u7e2e\u300d\u3092\u5b9f\u611f<\/li>\n<li>\u4e3b\u306a\u4f7f\u7528\u30c4\u30fc\u30eb\uff1aDevin\uff0fClaude Code\uff0fGitHub Copilot<\/li>\n<\/ul>\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI%E3%82%B3%E3%83%BC%E3%83%87%E3%82%A3%E3%83%B3%E3%82%B0%E3%83%84%E3%83%BC%E3%83%AB%E3%81%AE%E6%B4%BB%E7%94%A8%E3%81%AB%E3%82%88%E3%82%8A%E3%80%81%E4%B8%80%E9%80%B1%E9%96%93%E3%81%82%E3%81%9F%E3%82%8A%E3%81%AB%E5%89%8A%E6%B8%9B%E3%81%A7%E3%81%8D%E3%81%9F%E6%99%82%E9%96%93%E3%81%AF%EF%BC%9F\"\/>AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u4e00\u9031\u9593\u3042\u305f\u308a\u306b\u524a\u6e1b\u3067\u304d\u305f\u6642\u9593\u306f\uff1f<span class=\"ez-toc-section-end\"\/><\/h4>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1256\" height=\"523\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/08\/image-21.png\" alt=\"\" class=\"wp-image-69149\"\/><\/figure>\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%89%8A%E6%B8%9B%E3%81%97%E3%81%9F%E6%99%82%E9%96%93%E3%81%AE%E5%86%8D%E9%85%8D%E5%88%86%E5%85%88%E3%81%AF%EF%BC%9F\"\/>\u524a\u6e1b\u3057\u305f\u6642\u9593\u306e\u518d\u914d\u5206\u5148\u306f\uff1f<span class=\"ez-toc-section-end\"\/><\/h4>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1398\" height=\"538\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/08\/image-22.png\" alt=\"\" class=\"wp-image-69150\"\/><\/figure>\n<p>\u524a\u6e1b\u3055\u308c\u305f\u6642\u9593\u306f\u3001\u8abf\u67fb\u30fb\u691c\u8a3c\u3084\u65b0\u6a5f\u80fd\u958b\u767a\u306b\u518d\u914d\u5206\u3055\u308c\u3066\u304a\u308a\u3001\u5358\u306a\u308b\u6642\u77ed\u52b9\u679c\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u597d\u5faa\u74b0\u304c\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8E%A8%E9%80%B2%E3%82%92%E6%94%AF%E3%81%88%E3%82%8B%E4%BB%95%E7%B5%84%E3%81%BF%E3%81%A8%E6%96%87%E5%8C%96\"\/>\u63a8\u9032\u3092\u652f\u3048\u308b\u4ed5\u7d44\u307f\u3068\u6587\u5316<span class=\"ez-toc-section-end\"\/><\/h3>\n<ul class=\"wp-block-developers-block-text-list-num list list-articleTextListNum\">\n<li><a target=\"_blank\" href=\"https:\/\/group.gmo\/news\/article\/9513\/\" data-type=\"link\" data-id=\"https:\/\/group.gmo\/news\/article\/9513\/\">GMO AI\u30d6\u30fc\u30b9\u30c8\u652f\u63f4\u91d1<\/a>\uff08\u30b3\u30b9\u30c8\u652f\u63f4\u5236\u5ea6\uff09<\/li>\n<li><a target=\"_blank\" href=\"https:\/\/group.gmo\/news\/article\/9185\/\" data-type=\"link\" data-id=\"https:\/\/group.gmo\/news\/article\/9185\/\">GMO Genius <\/a>\/ <a target=\"_blank\" href=\"https:\/\/group.gmo\/news\/article\/8802\/\" data-type=\"link\" data-id=\"https:\/\/group.gmo\/news\/article\/8802\/\">\u864e\u306e\u7a74<\/a>\u3000\uff08\u30d1\u30fc\u30c8\u30ca\u30fc\u306e\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u6a5f\u4f1a\u306e\u63d0\u4f9b\uff09<\/li>\n<li>\u90e8\u7f72\u5185\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u4f1a<\/li>\n<\/ul>\n<p>GMO\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u5168\u793e\u3067\u751f\u6210AI\u6d3b\u7528\u3092\u4fc3\u9032\u3059\u308b\u4ed5\u7d44\u307f\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>AI\u30d6\u30fc\u30b9\u30c8\u652f\u63f4\u91d1\u306b\u3064\u3044\u3066\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u4ee5\u5916\u306e\u696d\u7a2e\u3067\u3082\u3001\u696d\u52d9\u306b\u5fdc\u3058\u3066\u81ea\u7531\u306b\u751f\u6210AI\u3092\u9078\u629e\u30fb\u5c0e\u5165\u3067\u304d\u3001\u30d1\u30fc\u30c8\u30ca\u30fc1\u4eba\u3042\u305f\u308a\u6700\u59271\u4e07\u5186\u3092\u76ee\u5b89\u3068\u3057\u3001\u300c\u5929\u79e4AI biz byGMO\u300d\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u8907\u6570\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306e\u5229\u7528\u8cbb\u7528\u3092\u30b0\u30eb\u30fc\u30d7\u5404\u793e\u304c\u652f\u63f4\u3059\u308b\u3082\u306e\u3067\u3059\u3002<br \/>\u305d\u3046\u3044\u3063\u305f\u5168\u793e\u7684\u306a\u53d6\u308a\u7d44\u307f\u3082\u76f8\u307e\u3063\u3066\u3001\u7d4c\u55b6\u5c64\u3084\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7406\u89e3\u304c\u5f97\u3089\u308c\u3084\u3059\u3044\u3053\u3068\u3082AI\u6d3b\u7528\u306e\u63a8\u9032\u30fb\u6587\u5316\u91b8\u6210\u306e\u8ffd\u3044\u98a8\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u77f3\u4e38\u3055\u3093\u306f\u3044\u3044\u307e\u3059\u3002<\/p>\n<p>\u90e8\u7f72\u5185\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306b\u304a\u3044\u3066\u306f\u3001\u6bce\u9031\u306e\u90e8\u7f72\u5b9a\u4f8b\u3067\u6301\u3061\u56de\u308a\u306b\u3088\u308b\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u4f1a\u306e\u958b\u50ac\u3057\u3066\u304a\u308a\u3001\u76f4\u8fd1\u3067\u306f Devin\u3084 Claude Code \u306e\u696d\u52d9\u6d3b\u7528\u4e8b\u4f8b\u3092\u767a\u4fe1\u3002\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u5c02\u7528\u306e Slack Channel\u3092\u4f5c\u6210\u3057\u5916\u90e8\u52c9\u5f37\u4f1a\u306e\u60c5\u5831\u3084\u52c9\u5f37\u4f1a\u306e\u30ec\u30dd\u30fc\u30c8\u5171\u6709\u3057\u305f\u308a\u3001\u5404\u30c4\u30fc\u30eb\u306eTips\u3092\u767a\u4fe1\u3059\u308b\u53d6\u308a\u7d44\u307f\u3092\u884c\u3063\u3066\u3044\u308b\u305d\u3046\u3067\u3059\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%8F%BE%E5%A0%B4%E3%81%8C%E6%84%9F%E3%81%98%E3%81%A6%E3%81%84%E3%82%8B%E8%AA%B2%E9%A1%8C\"\/>\u73fe\u5834\u304c\u611f\u3058\u3066\u3044\u308b\u8ab2\u984c<span class=\"ez-toc-section-end\"\/><\/h3>\n<ul class=\"wp-block-developers-block-text-list list list-articleTextList\">\n<li>\u60c5\u5831\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u306e\u8ca0\u8377\uff08\u30c4\u30fc\u30eb\u306e\u5909\u5316\u304c\u65e9\u3059\u304e\u308b\uff09<\/li>\n<li>AI\u51fa\u529b\u306e\u54c1\u8cea\u3070\u3089\u3064\u304d\uff08\u7cbe\u5ea6\u3084\u6574\u5408\u6027\u306e\u4e0d\u5b89\uff09<\/li>\n<li>\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306e\u8ca0\u62c5\u304c\u5897\u52a0<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BB%8A%E5%BE%8C%E5%8F%96%E3%82%8A%E7%B5%84%E3%81%BF%E3%81%9F%E3%81%84%E3%81%93%E3%81%A8\"\/>\u4eca\u5f8c\u53d6\u308a\u7d44\u307f\u305f\u3044\u3053\u3068<span class=\"ez-toc-section-end\"\/><\/h3>\n<p><strong>\u52b9\u679c\u6e2c\u5b9a\/KPI<\/strong><br \/>Four Keys \u3084 Pull Request\u6570 \u306a\u3069\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u751f\u6210AI\u6d3b\u7528\u306b\u3088\u308b\u751f\u7523\u6027\u5411\u4e0a\u306e\u53ef\u8996\u5316\u3068\u8a08\u6e2c<\/p>\n<p><strong>\u5229\u7528\u4fc3\u9032<\/strong><br \/>AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u5229\u7528\u7387100%\u306b\u5411\u3051\u305f\u60c5\u5831\u767a\u4fe1\u3084\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u4ed5\u7d44\u307f\u5f37\u5316<\/p>\n<p><strong>\u30bb\u30ad\u30e5\u30a2\u3067\u52b9\u7387\u306e\u826f\u3044\u74b0\u5883\u6574\u5099<\/strong><br \/>Vertex AI, Bedrock\u306e\u6d3b\u7528<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E5%BA%83%E5%A0%B1%E3%81%8C%E8%A6%8B%E3%81%9F%EF%BC%81%E9%96%8B%E7%99%BA%E7%8F%BE%E5%A0%B4%E3%81%AE%E7%94%9F%E6%88%90AI%E6%B4%BB%E7%94%A8%E3%81%AE%E3%83%AA%E3%82%A2%E3%83%AB%E3%81%BE%E3%81%A8%E3%82%81\"\/>\u6280\u8853\u5e83\u5831\u304c\u898b\u305f\uff01\u958b\u767a\u73fe\u5834\u306e\u751f\u6210AI\u6d3b\u7528\u306e\u30ea\u30a2\u30eb\u307e\u3068\u3081<span class=\"ez-toc-section-end\"\/><\/h3>\n<p>\u77f3\u4e38\u3055\u3093\u306e\u767b\u58c7\u3067\u306f\u3001\u300c\u30c4\u30fc\u30eb\u5c0e\u5165\u300d\u3067\u306f\u306a\u304f\u201c\u6587\u5316\u3068\u5236\u5ea6\u306b\u3088\u308b\u5b9a\u7740\u201d\u306b\u5411\u3051\u305f\u53d6\u308a\u7d44\u307f\u304c\u5370\u8c61\u7684\u3067\u3057\u305f\u3002\u652f\u63f4\u5236\u5ea6\u3001\u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u60c5\u5831\u5171\u6709\u30c1\u30e3\u30cd\u30eb\u306a\u3069\u3001\u958b\u767a\u8005\u304c\u8ff7\u308f\u305a\u4f7f\u3048\u308b\u74b0\u5883\u3092\u6574\u3048\u308b\u52d5\u304d\u304c\u898b\u3048\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u81ea\u8d70\u3092\u652f\u3048\u308b\u8a2d\u8a08\u304c\u6839\u4ed8\u3044\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\u793e\u5185\u306e\u751f\u6210AI\u6d3b\u7528\u3092\u300c\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f53\u305f\u308a\u524d\u300d\u306b\u3059\u308b\u306b\u306f\u4f55\u304c\u5fc5\u8981\u304b\u3002\u307e\u3060\u307e\u3060\u5229\u6d3b\u7528\u306b\u304a\u3051\u308b\u7d44\u7e54\u8ab2\u984c\u306f\u591a\u304f\u3042\u308c\u3069\u3001\u305d\u306e\u554f\u3044\u306b\u5bfe\u3059\u308b\u5177\u4f53\u7684\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u30c7\u30fc\u30bf\u304c\u8a9e\u3089\u308c\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u3057\u305f\u3002<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E7%94%9F%E6%88%90AI%E6%B4%BB%E7%94%A8%E6%B3%95\"\/>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u751f\u6210AI\u6d3b\u7528\u6cd5<span class=\"ez-toc-section-end\"\/><\/h2>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%89%8D%E6%8F%90%E7%9F%A5%E8%AD%98%EF%BC%9A%E5%BE%93%E6%9D%A5%E3%82%BD%E3%83%95%E3%83%88%E3%82%A6%E3%82%A7%E3%82%A2_vs_%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%EF%BC%8F%E7%94%9F%E6%88%90AI%E3%81%AE%E2%80%9C%E5%93%81%E8%B3%AA%E2%80%9D%E3%81%AE%E9%81%95%E3%81%84\"\/>\u524d\u63d0\u77e5\u8b58\uff1a\u5f93\u6765\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 vs \u6a5f\u68b0\u5b66\u7fd2\uff0f\u751f\u6210AI\u306e\u201c\u54c1\u8cea\u201d\u306e\u9055\u3044<span class=\"ez-toc-section-end\"\/><\/h3>\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BE%93%E6%9D%A5%E3%82%BD%E3%83%95%E3%83%88%E3%82%A6%E3%82%A7%E3%82%A2%E3%81%AE%E5%93%81%E8%B3%AA%E8%A6%B3%E7%82%B9\"\/>\u5f93\u6765\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u54c1\u8cea\u89b3\u70b9<span class=\"ez-toc-section-end\"\/><\/h4>\n<ul class=\"wp-block-developers-block-text-list list list-articleTextList\">\n<li><strong>\u4ed5\u69d8\u304c\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b<\/strong>\uff08\u4f8b\uff1aAPI\u4ed5\u69d8\u66f8\u3001\u753b\u9762\u8a2d\u8a08\u66f8\uff09<\/li>\n<li>\u54c1\u8cea\uff1d\u300c\u4ed5\u69d8\u3069\u304a\u308a\u306b\u52d5\u4f5c\u3057\u3066\u3044\u308b\u304b\u300d<\/li>\n<li>\u8981\u4ef6\u5b9a\u7fa9\u3067\u76ee\u7684\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u4e8b\u524d\u306b\u62c5\u4fdd<\/li>\n<\/ul>\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%BB%E7%94%9F%E6%88%90AI%E3%81%AE%E5%93%81%E8%B3%AA%E8%A6%B3%E7%82%B9\"\/>\u6a5f\u68b0\u5b66\u7fd2\u30fb\u751f\u6210AI\u306e\u54c1\u8cea\u89b3\u70b9<span class=\"ez-toc-section-end\"\/><\/h4>\n<ul class=\"wp-block-developers-block-text-list list list-articleTextList\">\n<li>\u4ed5\u69d8\uff08\u30e2\u30c7\u30eb\u306e\u632f\u308b\u821e\u3044\uff09\u306f\u201c\u5b66\u7fd2\u201d\u304b\u3089\u5f97\u3089\u308c\u308b<\/li>\n<li>\u54c1\u8cea\uff1d\u300c\u5f97\u3089\u308c\u305f\u632f\u308b\u821e\u3044\u304c\u3001\u76ee\u7684\u306b\u5bfe\u3057\u3066\u59a5\u5f53\u304b\u300d<\/li>\n<li>\u300c\u4ed5\u69d8\u3069\u304a\u308a\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u610f\u56f3\u306b\u6cbf\u3063\u3066\u3044\u308b\u304b\u300d\u304c\u554f\u308f\u308c\u308b<\/li>\n<\/ul>\n<p>\u3053\u306e\u9055\u3044\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u3068\u3001\u751f\u6210AI\u3092\u8a55\u4fa1\u3059\u308b\u969b\u306b\u300c\u30d0\u30b0\u304c\u306a\u3044\uff1d\u54c1\u8cea\u304c\u9ad8\u3044\u300d\u3068\u304b\u300c\u4ed6\u306e\u30e2\u30c7\u30eb\u3088\u308a\u8907\u96d1\u306a\u30bf\u30b9\u30af\u304c\u89e3\u3051\u308b=\u54c1\u8cea\u304c\u9ad8\u3044\u300d\u3068\u3044\u3046\u8aa4\u89e3\u3092\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002 \u305d\u3053\u3067\u6749\u6d66\u3055\u3093\u306f\u3001AI\u3067\u306f\u300c\u5b9f\u88c5\u306e\u6b63\u3057\u3055\u300d\u3088\u308a\u3082\u300c\u632f\u308b\u821e\u3044\u306e\u59a5\u5f53\u6027\u300d\u3092\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u304c\u9375\u306b\u306a\u308b\u3068\u8aac\u3044\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<figure class=\"wp-block-table is-style-regular\">\n<div class=\"s_table\"><table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\u6709\u52b9\u6027<\/td>\n<td>\u76ee\u7684\u306b\u5408\u81f4\u3057\u3066\u3044\u308b\u304b\uff08\u4f8b\uff1a\u5206\u985e\u7cbe\u5ea6\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u4fe1\u983c\u6027<\/td>\n<td>\u540c\u3058\u5165\u529b\u306b\u5bfe\u3057\u3066\u5e38\u306b\u540c\u3058\u51fa\u529b\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u6027<\/td>\n<td>\u5371\u967a\u306a\u51fa\u529b\u304c\u306a\u3044\u304b\uff08\u4f8b\uff1a\u81ea\u52d5\u904b\u8ee2\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u516c\u5e73\u6027<\/td>\n<td>\u30d0\u30a4\u30a2\u30b9\u3092\u542b\u307e\u306a\u3044\u304b\uff08\u4f8b\uff1a\u4eba\u4e8b\u8a55\u4fa1\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/td>\n<td>\u500b\u4eba\u60c5\u5831\u306e\u6f0f\u6d29\u3092\u8d77\u3053\u3055\u306a\u3044\u304b<\/td>\n<\/tr>\n<tr>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td>\u5916\u90e8\u653b\u6483\u306b\u5f37\u3044\u304b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div><figcaption class=\"wp-element-caption\">\u203b\u4ee5\u4e0b\u306e\u4e8b\u4f8b\u3067\u306f\u3001\u300c\u6709\u52b9\u6027\u300d\u3068\u300c\u4fe1\u983c\u6027\u300d\u306b\u7126\u70b9\u3092\u7d5e\u3063\u3066\u8a55\u4fa1\u3092\u5b9f\u65bd<\/figcaption><\/figure>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%97%E3%83%AD%E3%82%B8%E3%82%A7%E3%82%AF%E3%83%88%E8%83%8C%E6%99%AF\"\/>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u80cc\u666f<span class=\"ez-toc-section-end\"\/><\/h3>\n<ul class=\"wp-block-developers-block-text-list list list-articleTextList\">\n<li><strong>\u76ee\u7684<\/strong>\uff1a\u691c\u7d22\u30af\u30a8\u30ea\u304b\u3089\u300c\u30d6\u30e9\u30f3\u30c9\u30ef\u30fc\u30c9\u300d\u304b\u300c\u975e\u30d6\u30e9\u30f3\u30c9\u30ef\u30fc\u30c9\u300d\u304b\u3092\u81ea\u52d5\u5206\u985e\u3057\u305f\u3044<\/li>\n<li><strong>\u51e6\u7406\u91cf<\/strong>\uff1a\u30d0\u30c3\u30c1\u306750\u4e07\u4ef6\uff0f\u65e5<\/li>\n<li><strong>\u6280\u8853\u69cb\u6210<\/strong>\uff1aLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\uff0b\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\uff08\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\uff09\u4f75\u7528<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1546\" height=\"477\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/08\/image-23.png\" alt=\"\" class=\"wp-image-69163\"\/><\/figure>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%93%81%E8%B3%AA%E8%A8%AD%E8%A8%88%E3%82%B9%E3%83%86%E3%83%83%E3%83%97\"\/>\u54c1\u8cea\u8a2d\u8a08\u30b9\u30c6\u30c3\u30d7<span class=\"ez-toc-section-end\"\/><\/h3>\n<p><strong>STEP1\uff1a\u54c1\u8cea\u9805\u76ee\u306e\u5b9a\u7fa9<\/strong><br \/>\u54c1\u8cea\u3092\u300c\u6709\u52b9\u6027\u300d\u3068\u300c\u4fe1\u983c\u6027\u300d\u306b\u5206\u89e3<\/p>\n<figure class=\"wp-block-table is-style-regular\">\n<div class=\"s_table\"><table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td>\u9805<strong>\u76ee<\/strong><\/td>\n<td><strong>\u5b9a\u7fa9<\/strong><\/td>\n<td>\u5bfe\u8c61\u51e6<strong>\u7406<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u6709\u52b9\u6027<\/td>\n<td>\u7cbe\u5ea6\u304c\u9ad8\u304f\u5206\u985e\u3067\u304d\u3066\u3044\u308b\u3053\u3068\uff0f\u51e6\u7406\u6642\u9593\u304c\u5b9f\u7528\u30ec\u30d9\u30eb\u3067\u3042\u308b\u3053\u3068<\/td>\n<td>\u7cbe\u5ea6\uff0f\u63a8\u8ad6\u6642\u9593<\/td>\n<\/tr>\n<tr>\n<td>\u4fe1\u983c\u6027<\/td>\n<td>\u540c\u4e00\u5165\u529b\u306b\u5bfe\u3057\u3066\u5e38\u306b\u540c\u3058\u51fa\u529b\u3092\u8fd4\u3059\u3053\u3068<\/td>\n<td>\u4e00\u8cab\u6027\uff08Deterministic\u6027\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div><figcaption class=\"wp-element-caption\">\u203b\u300c\u516c\u5e73\u6027\u300d\u3084\u300c\u502b\u7406\u6027\u300d\u306f\u4eca\u56de\u306e\u5206\u985e\u30bf\u30b9\u30af\u306b\u306f\u8a72\u5f53\u3057\u306a\u3044\u305f\u3081\u9664\u5916<\/figcaption><\/figure>\n<p><strong>STEP2\uff1a\u8a55\u4fa1\u6307\u6a19\u306e\u8a2d\u8a08<\/strong><br \/>\u5404\u54c1\u8cea\u9805\u76ee\u3092\u5b9a\u91cf\u7684\u306b\u6e2c\u308c\u308b\u5f62\u306b\u843d\u3068\u3057\u8fbc\u3080<\/p>\n<figure class=\"wp-block-table is-style-regular\">\n<div class=\"s_table\"><table class=\"has-fixed-layout\">\n<tbody>\n<tr>\n<td><strong>\u54c1\u8cea\u9805\u76ee<\/strong><\/td>\n<td><strong>\u8a55\u4fa1\u6307\u6a19<\/strong><\/td>\n<td><strong>\u88dc\u8db3<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u6709\u52b9\u6027<\/td>\n<td>\u518d\u73fe\u7387\uff08Recall\uff09<\/td>\n<td>\u5b9f\u969b\u306b\u6b63\u3067\u3042\u308b\u4e2d\u3067\u6b63\u3068\u5206\u985e\u3067\u304d\u305f\u5272\u5408<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u52b9\u6027<\/td>\n<td>\u9069\u5408\u7387\uff08Precision\uff09<\/td>\n<td>\u6b63\u3068\u5206\u985e\u3055\u308c\u305f\u4e2d\u3067\u672c\u5f53\u306b\u6b63\u3060\u3063\u305f\u5272\u5408<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u52b9\u6027<\/td>\n<td>\u63a8\u8ad6\u6642\u9593\uff08\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\uff09<\/td>\n<td>1\u4ef6\u3042\u305f\u308a\u306e\u51e6\u7406\u6642\u9593<\/td>\n<\/tr>\n<tr>\n<td>\u4fe1\u983c\u6027<\/td>\n<td>\u4e00\u8cab\u6027\u7387\uff08Consistency\uff09<\/td>\n<td>\u540c\u3058\u5165\u529b\u3092\u8907\u6570\u56de\u901a\u3057\u305f\u3068\u304d\u306b\u3001\u5e38\u306b\u540c\u3058\u5206\u985e\u7d50\u679c\u306b\u306a\u308b\u5272\u5408<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<\/figure>\n<p><strong>STEP3\uff1a\u76ee\u6a19\u5024\u306e\u8a2d\u5b9a<\/strong><br \/>\u76ee\u6a19\u5024\u306e\u8a2d\u5b9a\u306b\u3042\u305f\u3063\u3066\u306f\u3001PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306e\u7d50\u679c\u3084\u7af6\u5408\u30b5\u30fc\u30d3\u30b9\u306e\u6027\u80fd\u3001\u696d\u754c\u5168\u4f53\u3067\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u5024\u306a\u3069\u3092\u53c2\u8003\u306b\u3057\u3001\u300c\u3069\u308c\u3060\u3051\u5b9f\u73fe\u3067\u304d\u308b\u304b\u300d\u3088\u308a\u3082\u300c\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u59a5\u5f53\u304b\u3069\u3046\u304b\u300d\u3068\u3044\u3046\u8996\u70b9\u3002<br \/>\u307e\u305f\u3001\u540c\u3058\u518d\u73fe\u7387\uff08Recall\uff09\u3092\u9054\u6210\u3057\u3066\u3044\u305f\u3068\u3057\u3066\u3082\u3001\u3069\u306e\u3088\u3046\u306a\u8aa4\u5206\u985e\u304c\u542b\u307e\u308c\u3066\u3044\u305f\u304b\u306b\u3088\u3063\u3066\u201d\u5206\u985e\u306e\u8cea\u201d\u306f\u7570\u306a\u308b\u305f\u3081\u3001\u5358\u306a\u308b\u6570\u5024\u3060\u3051\u3067\u306f\u306a\u304f\u5b9f\u969b\u306e\u5224\u5b9a\u5185\u5bb9\u306e\u59a5\u5f53\u6027\u3082\u52a0\u5473\u3057\u3066\u8a55\u4fa1\u3092\u884c\u3046\u3053\u3068\u3068\u3059\u308b\u3002<\/p>\n<p><strong>STEP4\uff1a\u691c\u8a3c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4f5c\u6210<\/strong><\/p>\n<p>\u691c\u8a3c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u5b9f\u904b\u7528\u3067\u60f3\u5b9a\u3055\u308c\u308b\u691c\u7d22\u30af\u30a8\u30ea\u3092\u4eba\u529b\u3067\u30e9\u30d9\u30ea\u30f3\u30b0\u3057\u3066\u69cb\u7bc9\u3059\u308b\u3002 \u7406\u60f3\u7684\u306b\u306f\u5b9f\u904b\u7528\u306e\u30b1\u30fc\u30b9\u3092\u7db2\u7f85\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u304c\u3001\u30b3\u30b9\u30c8\u3068\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u304c\u3042\u308b\u305f\u3081\u3001\u91cd\u8981\u306a\u30b1\u30fc\u30b9\u306b\u7d5e\u3063\u3066\u4f5c\u6210\u3059\u308b\u3002 \u3053\u3053\u3067\u7279\u306b\u91cd\u8981\u306a\u306e\u306f\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u306e\u5b9a\u7fa9\u3092\u53b3\u5bc6\u5316\u3057\u3001\u4eba\u9593\u5074\u306e\u8aa4\u5206\u985e\u3092\u6df7\u5165\u3055\u305b\u306a\u3044\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1452\" height=\"240\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/08\/image-24.png\" alt=\"\" class=\"wp-image-69342\"\/><\/figure>\n<p><strong>STEP5\uff1a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08<\/strong><\/p>\n<p>\u672c\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u300c\u521d\u56de\u63a8\u8ad6\u306fLLM\u300d\u300c\u4e8c\u56de\u76ee\u4ee5\u964d\u306f\u30ad\u30e3\u30c3\u30b7\u30e5\u300d \u3068\u3044\u3046\u65b9\u91dd\u3067\u8a2d\u8a08\u3092\u884c\u3063\u305f\u3002 \u30fb\u521d\u56de\u306e\u307fLLM\u3067\u63a8\u8ad6\u3057\u3001\u7d50\u679c\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\u5316 \u30fb\u540c\u3058\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u306f\u518d\u63a8\u8ad6\u305b\u305a\u3001\u5e38\u306b\u540c\u3058\u7d50\u679c\u3092\u8fd4\u3059\u3053\u3068\u3067\u4e00\u8cab\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u3002 \u30fb\u9ad8\u901f\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u4f75\u7528 \u30fb\u4e00\u90e8\u306e\u30b1\u30fc\u30b9\u3067\u306f\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u3092\u5c0e\u5165\u3002\u3053\u308c\u306b\u3088\u308a\u3001LLM\u3092\u56de\u3055\u305a\u306b\u5373\u5ea7\u306b\u5224\u5b9a\u53ef\u80fd\u306a\u30b1\u30fc\u30b9\u3092\u51e6\u7406\u3057\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u305f\u3002 \u30fb\u30af\u30a8\u30ea\u3068\u30d6\u30e9\u30f3\u30c9\u30ef\u30fc\u30c9DB\u306e\u9023\u643a \u30fb\u65b0\u305f\u306b\u5206\u985e\u3055\u308c\u305f\u30af\u30a8\u30ea\u306f\u30d6\u30e9\u30f3\u30c9\u30ef\u30fc\u30c9DB\u306b\u84c4\u7a4d\u3055\u308c\u3001\u4ee5\u5f8c\u306f\u518d\u5229\u7528\u3055\u308c\u308b\u4ed5\u7d44\u307f\u3092\u63a1\u7528\u3002\u3053\u308c\u306b\u3088\u308a\u300c\u518d\u73fe\u7387\u300d\u3068\u300c\u51e6\u7406\u52b9\u7387\u300d\u306e\u4e21\u7acb\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E6%B8%AC%E7%B5%90%E6%9E%9C\"\/>\u5b9f\u6e2c\u7d50\u679c<span class=\"ez-toc-section-end\"\/><\/h3>\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u751f\u6210AI\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u7e70\u308a\u8fd4\u3057\u3001\u76ee\u6a19\u5024\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002 \u305f\u3060\u3057\u3001\u691c\u8a3c\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u7d50\u679c\u3067\u3042\u308b\u305f\u3081\u3001\u672c\u756a\u74b0\u5883\u3067\u306f\u4e00\u5b9a\u306e\u3070\u3089\u3064\u304d\u304c\u751f\u3058\u308b\u70b9\u306b\u7559\u610f\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002 \u7121\u99c4\u306b\u8abf\u6574\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u306a\u304f\u3001\u52b9\u7387\u7684\u306b\u6539\u5584\u3092\u9032\u3081\u3089\u308c\u305f\u70b9\u3082\u91cd\u8981\u306a\u6210\u679c\u3060\u3063\u305f\u3002<\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E5%BA%83%E5%A0%B1%E3%81%8C%E8%A6%8B%E3%81%9F%EF%BC%81%E6%9D%89%E6%B5%A6%E3%81%8F%E3%82%93%E3%81%AE%E8%A8%AD%E8%A8%88%E5%93%B2%E5%AD%A6%EF%BC%81\"\/>\u6280\u8853\u5e83\u5831\u304c\u898b\u305f\uff01\u6749\u6d66\u304f\u3093\u306e\u8a2d\u8a08\u54f2\u5b66\uff01<span class=\"ez-toc-section-end\"\/><\/h3>\n<p>\u305d\u308c\u306f\u30ba\u30d0\u30ea\uff01<\/p>\n<div class=\"articleInterviewSpeech\">\n<div class=\"articleInterviewSpeechIcon\"><img decoding=\"async\" src=\"https:\/\/developers.gmo.jp\/wp-content\/uploads\/2025\/06\/takumi_sugiura_2025.jpg\"\/><\/p>\n<p class=\"articleInterviewSpeechIconName\">\u6749\u6d66<\/p>\n<\/div>\n<div class=\"articleInterviewSpeechBubble\">\n<p class=\"articleInterviewSpeechBubble_text\">\u300c\u54c1\u8cea\u6307\u6a19\u306b\u306f\u201c\u6b63\u89e3\u201d\u306f\u306a\u3044\u3002\u306a\u305c\u305d\u306e\u9805\u76ee\u3092\u9078\u3093\u3060\u306e\u304b\u3001\u306a\u305c\u305d\u306e\u76ee\u6a19\u5024\u306b\u3057\u305f\u306e\u304b\u3092\u201c\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u201d\u304c\u91cd\u8981\u300d\u3060<\/p>\n<\/div>\n<\/div>\n<p>\u3068\u306e\u3053\u3068\u3067\u3057\u305f\uff01\u30d7\u30ec\u30bc\u30f3\u304b\u3089\u306f\u300c\u7cbe\u5ea6\u306e\u9ad8\u3044AI\u3092\u4f5c\u308b\u300d\u4ee5\u4e0a\u306b\u3001\u306a\u305c\u3053\u306e\u8a55\u4fa1\u8ef8\u306a\u306e\u304b\uff1f\u8aac\u660e\u8cac\u4efb\u3092\u3082\u3063\u3066\u904b\u7528\u3067\u304d\u308b\u72b6\u614b\u3092\u76ee\u6307\u3059\u3053\u3068\u3053\u305d\u304c\u54c1\u8cea\u8a2d\u8a08\u306e\u672c\u8cea\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3060\u3068\u7406\u89e3\u3057\u307e\u3057\u305f\u3002<br 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