{"id":4203,"date":"2023-10-20T11:00:35","date_gmt":"2023-10-20T02:00:35","guid":{"rendered":"https:\/\/blog-github-com-develop.go-vip.co\/jp\/?p=4203"},"modified":"2023-10-20T10:23:35","modified_gmt":"2023-10-20T01:23:35","slug":"research-quantifying-github-copilots-impact-on-code-quality","status":"publish","type":"post","link":"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2023-10-20-research-quantifying-github-copilots-impact-on-code-quality\/","title":{"rendered":"\u8abf\u67fb\uff1aGitHub Copilot\u304c\u30b3\u30fc\u30c9\u54c1\u8cea\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u6570\u5024\u5316"},"content":{"rendered":"<div class=\"text-mono f5-mktg color-fg-muted mb-12px\">Author<\/div>\n<div class=\"d-flex flex-wrap\" style=\"padding-bottom: 20px;\">\n                      <a href=\"https:\/\/blog-github-com-develop.go-vip.co\/author\/mariorod\/\" class=\"d-flex flex-nowrap flex-items-center Link--primary f4-mktg text-bold mb-3 mr-4 mr-lg-5\" style=\"line-height: 1.25 !important;\"><br \/>\n              <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/avatars1.githubusercontent.com\/u\/884366?v=4&amp;s=200\" class=\"d-block height-auto circle byline__photo--recirc mr-14px\" alt=\"Mario Rodriguez\" width=\"40\" height=\"40\">Mario Rodriguez            <\/a>\n                  <\/div>\n<hr \/>\n<p>\u672c\u65e5\u3001<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2023-10-10-github-copilot-chat-beta-now-available-for-all-individuals\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot Chat<\/a>\u306b\u95a2\u3059\u308b\u65b0\u3057\u3044\u8abf\u67fb\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u81ea\u7136\u8a00\u8a9e\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u8abf\u67fb\u306b\u53c2\u52a0\u3057\u305f\u958b\u767a\u8005\u306f\u3001GitHub Copilot Chat\u3092\u5229\u7528\u3057\u3066\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5177\u4f53\u7684\u306a\u8ab2\u984c\u306b\u5408\u308f\u305b\u305f\u30ac\u30a4\u30c0\u30f3\u30b9\u3001\u30d2\u30f3\u30c8\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u4fee\u6b63\u3001\u89e3\u6c7a\u7b56\u3092\u3001IDE\u3092\u96e2\u308c\u308b\u3053\u3068\u306a\u304f\u3059\u3079\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><strong>GitHub\u304c\u5b9f\u65bd\u3057\u305f\u8abf\u67fb\u7d50\u679c\u3067\u306f\u3001GitHub Copilot Chat\u3092\u6709\u52b9\u306b\u3059\u308b\u3068<\/strong>\u3001\u3053\u306e\u6a5f\u80fd\u306e\u4f7f\u7528\u7d4c\u9a13\u304c\u306a\u304f\u3066\u3082\u3001<strong>\u4f5c\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3084\u30ec\u30d3\u30e5\u30fc\u3055\u308c\u305f\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u304c\u5168\u4f53\u7684\u306b\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/strong><\/p>\n<ul>\n<li>\u958b\u767a\u8005\u306e85%\u306f\u3001GitHub Copilot\u3068GitHub Copilot Chat\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3068\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306b\u81ea\u4fe1\u3092\u6301\u3066\u305f\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>GitHub Copilot Chat\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u3092\u3059\u3050\u306b\u59cb\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5b8c\u4e86\u307e\u3067\u306e\u6642\u9593\u304c15%\u77ed\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<li>\u958b\u767a\u8005\u306e88%\u306f\u3001GitHub Copilot Chat\u3092\u4f7f\u3046\u3053\u3068\u3067\u96c6\u4e2d\u529b\u304c\u5897\u3057\u3001\u30a4\u30e9\u30a4\u30e9\u304c\u6e1b\u308a\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u3055\u3089\u306b\u697d\u3057\u304f\u306a\u3063\u305f\u305f\u3081\u3001\u30d5\u30ed\u30fc\u72b6\u614b\u304c\u7dad\u6301\u3055\u308c\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-4.png?w=1024&#038;resize=1024%2C576\" alt=\"Three pie charts detailing how using GitHub Copilot Chat correlates with better code quality\" width=\"1024\" height=\"576\" class=\"aligncenter size-large wp-image-4210\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-4.png?w=1920 1920w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-4.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-4.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-4.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-4.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>\u6628\u5e74\u306eGitHub\u306e\u8abf\u67fb\u3067\u306f\u3001GitHub Copilot\u3092\u4f7f\u3063\u3066\u3044\u308b\u958b\u767a\u8005\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30b9\u30d4\u30fc\u30c9\u306f<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2022-09-15-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\" rel=\"noopener\" target=\"_blank\">55\uff05\u901f\u3044<\/a>\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305f\u3060\u3057\u3001\u4ed5\u4e8b\u304c\u901f\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u5168\u4f53\u306e\u4e2d\u306e\u4e00\u90e8\u5206\u3067\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\u5f93\u6765\u3001\u4f55\u304b\u3092\u8fc5\u901f\u306b\u884c\u3046\u3053\u3068\u3068\u4f55\u304b\u3092\u6b63\u3057\u304f\u884c\u3046\u3053\u3068\u306f\u3001\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306e\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002\u3060\u304b\u3089\u3053\u305d\u3001AI\u306e\u51e6\u7406\u901f\u5ea6\u304c\u3042\u304c\u308a\u3001AI\u304c\u3055\u3089\u306b\u591a\u304f\u306e\u958b\u767a\u8005\u306e\u305f\u3081\u306b\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u5408\u308f\u305b\u3066\u3001\u512a\u308c\u305f\u30b3\u30fc\u30c9\u54c1\u8cea\u306e\u78ba\u4fdd\u304c\u3044\u3063\u305d\u3046\u91cd\u8981\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"%e9%ab%98%e5%93%81%e8%b3%aa%e3%81%ae%e3%82%b3%e3%83%bc%e3%83%89%e3%81%a8%e3%81%af\">\u9ad8\u54c1\u8cea\u306e\u30b3\u30fc\u30c9\u3068\u306f<a href=\"#%e9%ab%98%e5%93%81%e8%b3%aa%e3%81%ae%e3%82%b3%e3%83%bc%e3%83%89%e3%81%a8%e3%81%af\" class=\"heading-link\" aria-label=\"\u9ad8\u54c1\u8cea\u306e\u30b3\u30fc\u30c9\u3068\u306f\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>GitHub\u3067\u306f\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001GitHub\u5185\u90e8\u3067\u4f7f\u30465\u3064\u306e\u6307\u6a19\u3068\u3057\u3066\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\uff08rubric\uff1a\u898f\u5b9a\uff09\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u306f\u3001\u5b66\u8853\u7684<sup>1<\/sup>\u304a\u3088\u3073\u696d\u754c\u7684<sup>2<\/sup>\u306a\u57fa\u6e96\u306b\u3082\u5408\u81f4\u3057\u3066\u3044\u307e\u3059\u3002\u53c2\u52a0\u8005\u306b\u3001\u512a\u308c\u305f\u30b3\u30fc\u30c9\u3068\u4f5c\u696d\u901f\u5ea6\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u30b3\u30fc\u30c9\u3092\u8b58\u5225\u3059\u308b\u969b\u3001\u4ee5\u4e0b\u306e\u6307\u6a19\u3092\u4f7f\u3063\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"%e8%aa%ad%e3%81%bf%e3%82%84%e3%81%99%e3%81%95\">\u8aad\u307f\u3084\u3059\u3055<a href=\"#%e8%aa%ad%e3%81%bf%e3%82%84%e3%81%99%e3%81%95\" class=\"heading-link\" aria-label=\"\u8aad\u307f\u3084\u3059\u3055\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p><strong>\u30b3\u30fc\u30c9\u306f\u3001\u305d\u306e\u8a00\u8a9e\u306e\u30a4\u30c7\u30a3\u30aa\u30e0\u3084\u547d\u540d\u30d1\u30bf\u30fc\u30f3\u306b\u5f93\u3063\u3066\u3044\u308b\u304b\uff1f<\/strong>\u8aad\u307f\u306b\u304f\u3044\u30b3\u30fc\u30c9\u306f\u3001\u4fdd\u5b88\u3001\u6539\u5584\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"%e5%86%8d%e5%88%a9%e7%94%a8%e6%80%a7\">\u518d\u5229\u7528\u6027<a href=\"#%e5%86%8d%e5%88%a9%e7%94%a8%e6%80%a7\" class=\"heading-link\" aria-label=\"\u518d\u5229\u7528\u6027\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p><strong>\u30b3\u30fc\u30c9\u306f\u3001\u518d\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\uff1f<\/strong>\u30b3\u30fc\u30c9\u306e\u518d\u5229\u7528\u306f\u3001<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2023-06-22-survey-reveals-ais-impact-on-the-developer-experience\/\" rel=\"noopener\" target=\"_blank\">\u958b\u767a\u8005\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u57fa\u672c\u3067\u3059\u3002<\/a>\u307e\u305f\u3001\u6642\u9593\u3068\u52b4\u529b\u3092\u7bc0\u7d04\u3057\u3001\u30b5\u30a4\u30ed\u5316\u3092\u6253\u7834\u3057\u3066\u3001\u5168\u4f53\u7684\u306a\u4e00\u8cab\u6027\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"%e7%b0%a1%e6%bd%94%e3%81%a7%e3%81%82%e3%82%8b\">\u7c21\u6f54\u3067\u3042\u308b<a href=\"#%e7%b0%a1%e6%bd%94%e3%81%a7%e3%81%82%e3%82%8b\" class=\"heading-link\" aria-label=\"\u7c21\u6f54\u3067\u3042\u308b\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p><strong>\u30b3\u30fc\u30c9\u306f\u3001DRY (Don\u2019t Repeat Yourself\u3001\u540c\u3058\u3053\u3068\u3092\u7e70\u308a\u8fd4\u3055\u306a\u3044)\u3092\u5b88\u3063\u3066\u3044\u308b\u304b\uff1f<\/strong>\u30b3\u30fc\u30c9\u306f\u3001\u7e70\u308a\u8fd4\u3057\u304c\u5c11\u306a\u3051\u308c\u3070\u5c11\u306a\u3044\u307b\u3069\u3001\u8aad\u307f\u3084\u3059\u304f\u3001\u7406\u89e3\u3057\u3084\u3059\u304f\u3001\u958b\u767a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u8907\u96d1\u306a\u30b3\u30fc\u30c9\u306f\u3001\u4fee\u6b63\u304c\u5927\u5909\u306a\u30d0\u30b0\u3084\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"%e4%bf%9d%e5%ae%88%e3%81%a7%e3%81%8d%e3%82%8b\">\u4fdd\u5b88\u3067\u304d\u308b<a href=\"#%e4%bf%9d%e5%ae%88%e3%81%a7%e3%81%8d%e3%82%8b\" class=\"heading-link\" aria-label=\"\u4fdd\u5b88\u3067\u304d\u308b\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p><strong>\u30b3\u30fc\u30c9\u306f\u3001\u6a5f\u80fd\u3092\u660e\u78ba\u304b\u3064\u900f\u904e\u7684\u306b\u3001\u5bfe\u5fdc\u4e2d\u306e\u554f\u984c\u306b\u9069\u5207\u306b\u306a\u308b\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\uff1f<\/strong>\u304d\u3061\u3093\u3068\u4fdd\u5b88\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3068\u306f\u3001\u958b\u767a\u8005\u304c\u4f9d\u5b58\u95a2\u4fc2\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30b3\u30fc\u30c9\u3067\u3059\u3002\u4fdd\u5b88\u6027\u306e\u9ad8\u3044\u30b3\u30fc\u30c9\u306f\u3001\u958b\u767a\u8005\u304c\u7c21\u5358\u306b\u691c\u7d22\u3057\u305f\u308a\u30b3\u30fc\u30c9\u3092\u518d\u5229\u7528\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"%e3%83%ac%e3%82%b8%e3%83%aa%e3%82%a8%e3%83%b3%e3%83%88\">\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8<a href=\"#%e3%83%ac%e3%82%b8%e3%83%aa%e3%82%a8%e3%83%b3%e3%83%88\" class=\"heading-link\" aria-label=\"\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p><strong>\u30b3\u30fc\u30c9\u306f\u3001\u30a8\u30e9\u30fc\u3092\u60f3\u5b9a\u3057\u3066\u5bfe\u51e6\u3067\u304d\u3066\u3044\u308b\u304b\uff1f<\/strong>\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8\u306a\u30b3\u30fc\u30c9\u306f\u3001\u30a8\u30e9\u30fc\u304c\u3042\u3063\u3066\u3082\u305d\u306e\u6a5f\u80fd\u6027\u3092\u7dad\u6301\u3057\u307e\u3059(\u307e\u305f\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u4e2d\u65ad\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u307e\u3059)\u3002\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u3053\u308c\u306f\u30b3\u30fc\u30c9\u3092\u78ba\u5b9f\u306b\u6a5f\u80fd\u3055\u305b\u308b\u306e\u306b\u5927\u304d\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"github-copilot%e3%81%ae%e4%bd%bf%e7%94%a8%e3%81%a8%e3%82%b3%e3%83%bc%e3%83%89%e5%93%81%e8%b3%aa%e5%90%91%e4%b8%8a%e3%81%ae%e7%9b%b8%e9%96%a2%e9%96%a2%e4%bf%82\">GitHub Copilot\u306e\u4f7f\u7528\u3068\u30b3\u30fc\u30c9\u54c1\u8cea\u5411\u4e0a\u306e\u76f8\u95a2\u95a2\u4fc2<a href=\"#github-copilot%e3%81%ae%e4%bd%bf%e7%94%a8%e3%81%a8%e3%82%b3%e3%83%bc%e3%83%89%e5%93%81%e8%b3%aa%e5%90%91%e4%b8%8a%e3%81%ae%e7%9b%b8%e9%96%a2%e9%96%a2%e4%bf%82\" class=\"heading-link\" aria-label=\"GitHub Copilot\u306e\u4f7f\u7528\u3068\u30b3\u30fc\u30c9\u54c1\u8cea\u5411\u4e0a\u306e\u76f8\u95a2\u95a2\u4fc2\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u3053\u306e\u8abf\u67fb\u3067\u306f\u3001GitHub Copilot\u3068\u305d\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u6a5f\u80fd\u306b\u3088\u308a\u3001\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u306e\u77e5\u899a\u54c1\u8cea\u304c\u5411\u4e0a\u3057\u3001\u30b3\u30fc\u30c9\u306e\u30ec\u30d3\u30e5\u30fc\u306b\u304b\u304b\u308b\u6642\u9593\u304c\u77ed\u7e2e\u3055\u308c\u3001\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u306b\u5408\u683c\u3059\u308b\u30b3\u30fc\u30c9\u304c\u751f\u6210\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u8abf\u67fb\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u3059\u3079\u3066\u306e\u6307\u6a19\u306b\u304a\u3044\u3066\u3001\u958b\u767a\u8005\u306fGitHub Copilot\u3092\u4f7f\u3046\u3053\u3068\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u5411\u4e0a\u3057\u305f\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u958b\u767a\u8005\u306e85%\u306f\u3001GitHub Copilot\u3068GitHub Copilot Chat\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306b\u81ea\u4fe1\u3092\u6301\u3066\u305f\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n<div class=\"content-table-wrap\" style=\"margin-bottom:20px;\">\n<table style=\"border: 1px black\">\n<tbody>\n<tr>\n<td>GitHub Copilot Chat\u306f\u3001GitHub Copilot\u3068\u5bfe\u8a71\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3067\u3059\u3002\u5bfe\u5fdc\u3057\u3066\u3044\u308bIDE\u5185\u304b\u3089\u76f4\u63a5\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u95a2\u3059\u308b\u8cea\u554f\u3092\u3057\u305f\u308a\u3001\u56de\u7b54\u3092\u53d7\u3051\u53d6\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u305f\u308a\u30aa\u30f3\u30e9\u30a4\u30f3\u30d5\u30a9\u30fc\u30e9\u30e0\u3092\u691c\u7d22\u3057\u305f\u308a\u3057\u306a\u304f\u3066\u3082\u3001\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u304b\u3089\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u60c5\u5831\u3084\u30b5\u30dd\u30fc\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u73fe\u5728\u3001\u30aa\u30fc\u30d7\u30f3\u30d9\u30fc\u30bf\u7248\u306eGitHub Copilot Chat\u306f\u3001Visual Studio Code\u3068Visual Studio\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/docs.github.com\/ja\/copilot\/github-copilot-chat\/using-github-copilot-chat\">GitHub Copilot Chat\u3092\u6709\u52b9\u306b\u3059\u308b\u65b9\u6cd5\u306f\u3053\u3061\u3089 <\/a><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u958b\u767a\u8005\u306b\u3088\u308b\u3068\u3001\u5168\u4f53\u7684\u306bGitHub Copilot\u3068GitHub Copilot Chat\u3092\u4f7f\u3063\u305f\u65b9\u304c\u3001\u4f7f\u308f\u306a\u3044\u5834\u5408\u3088\u308a\u3082\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u7c21\u5358\u3067\u30a8\u30e9\u30fc\u304c\u5c11\u306a\u304f\u3001\u8aad\u307f\u3084\u3059\u304f\u3066\u518d\u5229\u7528\u53ef\u80fd\u3001\u7c21\u6f54\u3067\u4fdd\u5b88\u6027\u304c\u9ad8\u304f\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8\u306a\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u81ea\u4fe1\u304c\u6301\u3066\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-3.png?w=1024&#038;resize=1024%2C576\" alt=\"Chart showing participant ratings of how GitHub Copilot Chat impacted authoring and reviewing code, measuring frustration level, focus, enjoyment, confidence, time researching, and time on repetitive tasks\" width=\"1024\" height=\"576\" class=\"aligncenter size-large wp-image-4209\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-3.png?w=1920 1920w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-3.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-3.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-3.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-3.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"font-size:20px;\">\n\u30b3\u30fc\u30c9\u306f\u3068\u3066\u3082\u30af\u30ea\u30fc\u30f3\u3067\u3001\u898b\u305f\u3060\u3051\u3067\u4f55\u3092\u3057\u3066\u3044\u308b\u304b\u304c\u308f\u304b\u308a\u3001\u81ea\u5206\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306b\u304b\u306a\u308a\u7c21\u5358\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u30b3\u30fc\u30c9\u306e\u8cea\u306f\u3068\u3066\u3082\u30af\u30ea\u30fc\u30f3\u3067\u7406\u89e3\u3057\u3084\u3059\u3044\u3068\u611f\u3058\u307e\u3057\u305f\u3002GitHub Copilot\u3092\u4f7f\u3063\u3066Pull Request\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u3057\u3066\u3044\u305f\u3068\u304d\u3001\u3053\u308c\u306f\u9069\u5207\u306a\u30a8\u30e9\u30fc\u51e6\u7406\u30b3\u30fc\u30c9\u306e\u751f\u6210\u306b\u3068\u3066\u3082\u512a\u308c\u3066\u3044\u308b\u3068\u5b9f\u611f\u3057\u307e\u3057\u305f\u3002\n<\/p>\n<p style=\"color:#57606A;\">\n&#8211; Fortune 500\u4f01\u696d\u306e\u30b7\u30cb\u30a2\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2(\u8abf\u67fb\u53c2\u52a0\u8005)\n<\/p>\n<\/blockquote>\n<\/figure>\n<h3 id=\"github-copilot-chat%e3%82%92%e4%bd%bf%e3%81%86%e3%81%93%e3%81%a8%e3%81%a7%e3%80%81%e3%82%b3%e3%83%bc%e3%83%89%e3%83%ac%e3%83%93%e3%83%a5%e3%83%bc%e3%82%92%e3%81%99%e3%81%90%e3%81%ab%e5%a7%8b%e3%82%81\">GitHub Copilot Chat\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u3092\u3059\u3050\u306b\u59cb\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5b8c\u4e86\u307e\u3067\u306e\u6642\u9593\u304c15%\u77ed\u304f\u306a\u308a\u307e\u3057\u305f(\u521d\u3081\u3066\u4f7f\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u3082\u540c\u69d8\u3067\u3059\uff01)<a href=\"#github-copilot-chat%e3%82%92%e4%bd%bf%e3%81%86%e3%81%93%e3%81%a8%e3%81%a7%e3%80%81%e3%82%b3%e3%83%bc%e3%83%89%e3%83%ac%e3%83%93%e3%83%a5%e3%83%bc%e3%82%92%e3%81%99%e3%81%90%e3%81%ab%e5%a7%8b%e3%82%81\" class=\"heading-link\" aria-label=\"GitHub Copilot Chat\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u3092\u3059\u3050\u306b\u59cb\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5b8c\u4e86\u307e\u3067\u306e\u6642\u9593\u304c15%\u77ed\u304f\u306a\u308a\u307e\u3057\u305f(\u521d\u3081\u3066\u4f7f\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u3082\u540c\u69d8\u3067\u3059\uff01)\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p>\u3053\u3053\u304b\u3089\u306f\u54c1\u8cea\u3068\u30b9\u30d4\u30fc\u30c9\u306e\u8a71\u306b\u306a\u308a\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u3053\u306e2\u3064\u3092\u4e21\u7acb\u3055\u305b\u308b\u3053\u3068\u306f\u53ef\u80fd\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u958b\u767a\u8005\u306f\u3001(GitHub Copilot Chat\u3092\u4f7f\u308f\u305a\u306b\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u3092\u884c\u3063\u305f\u5834\u5408\u3068\u6bd4\u8f03\u3057\u3066) GitHub Copilot Chat\u3092\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306b\u4f7f\u3046\u3068\u3001\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u304c\u5411\u4e0a\u3057\u305f\u3068\u8a00\u3063\u3066\u3044\u307e\u3059\u3002GitHub Copilot Chat\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306f15%\u9ad8\u901f\u306b\u306a\u308a\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u5272\u5408\u3082\u9ad8\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u5b9f\u969b\u3001\u53c2\u52a0\u8005\u306e\u7d0470%\u304c\u3001GitHub Copilot Chat\u3092\u4f7f\u3063\u305f\u30ec\u30d3\u30e5\u30a2\u30fc\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u53d7\u3051\u5165\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u7d50\u679c\u306f\u3001GitHub Copilot Chat\u304c\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u306a\u7d44\u7e54\u3067\u5927\u898f\u6a21\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306b\u5c0e\u5165\u3092\u62e1\u5927\u3059\u308b\u3053\u3068\u306e\u6f5c\u5728\u7684\u306a\u52b9\u679c\u304c\u660e\u78ba\u306b\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002Pull Request\u3084\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306b\u304b\u304b\u308b\u6642\u9593\u304c\u77ed\u7e2e\u3055\u308c\u3001\u958b\u767a\u8005\u306f\u3088\u308a\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u5909\u66f4\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6700\u521d\u304b\u3089\u3088\u308a\u8cea\u306e\u9ad8\u3044\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u5f8c\u3067\u30b3\u30fc\u30c9\u3092\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u8ffd\u52a0\u306e\u30c6\u30b9\u30c8\u3082\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"font-size:20px;\">\n\u5b9f\u7528\u7684\u306a\u30b3\u30e1\u30f3\u30c8\u306e\u3072\u3068\u3064\u304c\u3001\u30b3\u30fc\u30c9\u306e\u6982\u5ff5\u7684\u306a\u7406\u89e3\u306b\u95a2\u3059\u308b\u3082\u306e\u3067\u3057\u305f\u3002\u4ed6\u306e\u958b\u767a\u8005\u306b\u3082\u79c1\u306e\u3084\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u3082\u3089\u3044\u305f\u3044\u306e\u3067\u3001\u3053\u308c\u306f\u826f\u3044\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u3057\u305f\u3002\n<\/p>\n<p style=\"color:#57606A;\">\n&#8211; \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2(\u8abf\u67fb\u53c2\u52a0\u8005)\n<\/p>\n<\/blockquote>\n<\/figure>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-1.png?w=1024&#038;resize=1024%2C576\" alt=\"Bar chart showing average rating for reviewing code with and without GitHub Copilot Chat, measuring if code was easy to write, error-free, readable, reusable, concise, maintainable, resilient, and actionable\" width=\"1024\" height=\"576\" class=\"aligncenter size-large wp-image-4208\" srcset=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-1.png?w=1920 1920w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-1.png?w=300 300w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-1.png?w=768 768w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-1.png?w=1024 1024w, https:\/\/blog-github-com-develop.go-vip.co\/jp\/wp-content\/uploads\/sites\/2\/2023\/10\/1920x1080-1.png?w=1536 1536w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<h3 id=\"%e9%96%8b%e7%99%ba%e8%80%85%e3%81%ae88%e3%81%af%e3%80%81github-copilot-chat%e3%82%92%e4%bd%bf%e3%81%86%e3%81%93%e3%81%a8%e3%81%a7%e9%9b%86%e4%b8%ad%e5%8a%9b%e3%81%8c%e5%a2%97%e3%81%97%e3%80%81\">\u958b\u767a\u8005\u306e88%\u306f\u3001GitHub Copilot Chat\u3092\u4f7f\u3046\u3053\u3068\u3067\u96c6\u4e2d\u529b\u304c\u5897\u3057\u3001\u30a4\u30e9\u30a4\u30e9\u304c\u6e1b\u308a\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u3055\u3089\u306b\u697d\u3057\u304f\u306a\u3063\u305f\u305f\u3081\u3001\u30d5\u30ed\u30fc\u72b6\u614b\u304c\u7dad\u6301\u3055\u308c\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059<a href=\"#%e9%96%8b%e7%99%ba%e8%80%85%e3%81%ae88%e3%81%af%e3%80%81github-copilot-chat%e3%82%92%e4%bd%bf%e3%81%86%e3%81%93%e3%81%a8%e3%81%a7%e9%9b%86%e4%b8%ad%e5%8a%9b%e3%81%8c%e5%a2%97%e3%81%97%e3%80%81\" class=\"heading-link\" aria-label=\"\u958b\u767a\u8005\u306e88%\u306f\u3001GitHub Copilot Chat\u3092\u4f7f\u3046\u3053\u3068\u3067\u96c6\u4e2d\u529b\u304c\u5897\u3057\u3001\u30a4\u30e9\u30a4\u30e9\u304c\u6e1b\u308a\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u3055\u3089\u306b\u697d\u3057\u304f\u306a\u3063\u305f\u305f\u3081\u3001\u30d5\u30ed\u30fc\u72b6\u614b\u304c\u7dad\u6301\u3055\u308c\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p>\u6628\u5e74\u306e\u8abf\u67fb\u3067\u306f\u3001<a href=\"https:\/\/blog-github-com-develop.go-vip.co\/jp\/2022-09-15-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\" rel=\"noopener\" target=\"_blank\">GitHub Copilot\u3092\u4f7f\u7528\u3057\u305f\u958b\u767a\u8005\u306e60\uff5e75%<\/a>\u304c\u3001\u4ed5\u4e8b\u306b\u3084\u308a\u304c\u3044\u3092\u611f\u3058\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u6642\u306e\u30a4\u30e9\u30a4\u30e9\u304c\u6e1b\u308a\u3001\u3088\u308a\u6e80\u8db3\u5ea6\u306e\u9ad8\u3044\u4ed5\u4e8b\u306b\u96c6\u4e2d\u3067\u304d\u305f\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u5e74\u306e\u8abf\u67fb\u3067\u306f\u3001\u53c2\u52a0\u8005\u306e88%\u304c\u540c\u69d8\u306b\u30a4\u30e9\u30a4\u30e9\u304c\u6e1b\u308a\u3001\u96c6\u4e2d\u529b\u304c\u5897\u3057\u305f\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u7406\u7531\u306e\u3072\u3068\u3064\u306f\u3001IDE\u5185\u306b\u7559\u307e\u308b\u3053\u3068\u3067\u691c\u7d22\u306b\u304b\u304b\u308b\u6642\u9593\u3092\u6e1b\u3089\u3057\u3001\u8ab0\u3082\u304c\u671b\u3080 &#8220;\u96c6\u4e2d\u3057\u305f\u30d5\u30ed\u30fc\u72b6\u614b&#8221; \u306b\u3042\u308b\u6642\u9593\u3092\u5897\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<figure class=\"gh-full-blockquote mx-0 pl-6 mt-6 mt-md-7 mb-7 mb-md-8\">\n<blockquote>\n<p style=\"font-size:20px;\">\n\u79c1\u306f10\u5e74\u4ee5\u4e0a\u3053\u306e\u696d\u754c\u306b\u3044\u308b\u306e\u3067\u3001\u666e\u6bb5\u306f\u30e1\u30e2\u5e33\u3084\u30b7\u30f3\u30d7\u30eb\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002GitHub Copilot Chat\u306f\u3001Google\u3084Stack Overflow\u306b\u30a2\u30af\u30bb\u30b9\u3057\u306a\u304f\u3066\u3082\u57fa\u672c\u7684\u306a\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3001\u672c\u5f53\u306b\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3057\u305f\u3002\u3057\u304b\u3082\u3001GitHub Copilot\u306b\u306f\u3001\u304b\u306a\u308a\u304d\u3061\u3093\u3068\u3057\u305f\u69cb\u6587\u304c\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\n<\/p>\n<p style=\"color:#57606A;\">\n&#8211; \u30b7\u30cb\u30a2\u30b7\u30b9\u30c6\u30e0\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30cb\u30a2(\u8abf\u67fb\u53c2\u52a0\u8005)\n<\/p>\n<\/blockquote>\n<\/figure>\n<h3 id=\"%e8%aa%bf%e6%9f%bb%e3%81%ae%e6%b5%81%e3%82%8c\">\u8abf\u67fb\u306e\u6d41\u308c<a href=\"#%e8%aa%bf%e6%9f%bb%e3%81%ae%e6%b5%81%e3%82%8c\" class=\"heading-link\" aria-label=\"\u8abf\u67fb\u306e\u6d41\u308c\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h3>\n<p>\u3053\u306e\u8abf\u67fb\u306e\u76ee\u7684\u306f\u3001\u7ba1\u7406\u3055\u308c\u305f\u74b0\u5883\u3067\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3001\u30b3\u30fc\u30c9\u3092\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u3067\u63d0\u6848\u3055\u308c\u305f\u5909\u66f4\u3092\u53d6\u308a\u5165\u308c\u308b\u3068\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u3053\u3068\u3067\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u53c2\u52a0\u8005\u306b\u306f\u305d\u308c\u305e\u308c\u3001\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3001\u30b3\u30fc\u30c9\u306e\u30ec\u30d3\u30e5\u30fc\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u304b\u3089\u306e\u63d0\u6848\u306e\u78ba\u8a8d\u3068\u5909\u66f4\u306e\u63a1\u7528\u3092\u4f9d\u983c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u8abf\u67fb\u306e\u53c2\u52a0\u8005\u306f\u30015\uff5e10\u5e74\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u7d4c\u9a13\u304c\u3042\u308b\u4eba36\u540d\u3067\u3059\u3002GitHub Copilot Chat\u3092\u4f7f\u3063\u305f\u5834\u5408\u3068\u4f7f\u308f\u306a\u304b\u3063\u305f\u5834\u5408\u306e\u4e21\u65b9\u3067\u3001\u30b3\u30fc\u30c9\u306e\u4f5c\u6210\u3068\u30ec\u30d3\u30e5\u30fc\u3092\u5b9f\u65bd\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f(\u53c2\u52a0\u8005\u306fGitHub Copilot\u306e\u4f7f\u7528\u7d4c\u9a13\u306f\u3042\u308a\u307e\u3057\u305f\u304c\u3001GitHub Copilot Chat\u306e\u4f7f\u7528\u7d4c\u9a13\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f)\u3002<\/p>\n<p>\u53c2\u52a0\u8005\u306b\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u3001\u8aad\u307f\u53d6\u308a\u3001\u524a\u9664\u3092\u884c\u3046HTTP\u30b5\u30fc\u30d3\u30b9\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u4f5c\u6210\u3092\u4f9d\u983c\u3057\u307e\u3057\u305f\u3002GitHub Copilot Chat\u306e\u4f7f\u7528\uff0f\u4e0d\u4f7f\u7528\u306f\u30e9\u30f3\u30c0\u30e0\u306b\u5272\u308a\u5f53\u3066\u3066\u3001GitHub Copilot Chat\u3092\u4f7f\u3046\u53c2\u52a0\u8005\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u6a5f\u80fd\u306b\u3064\u3044\u3066\u306e\u7c21\u5358\u306a\u52d5\u753b\u3092\u8996\u8074\u3057\u3066\u304b\u3089\u3001\u4f5c\u696d\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u4f5c\u6210\u306b\u95a2\u3059\u308b\u4f5c\u696d\u306ePull Request\u30921\u3064\u3001\u8aad\u307f\u53d6\u308a\u3068\u524a\u9664\u306e\u90e8\u5206\u306b\u3064\u3044\u3066Pull Request\u3092\u3082\u30461\u3064\u4f5c\u6210\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u305f\u5f8c\u3001\u53c2\u52a0\u8005\u306b\u3001GitHub Copilot Chat\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u8a18\u8ff0\u3057\u305f\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u304c\u3042\u3063\u305f\u304b\u3092\u6bd4\u8f03\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4f5c\u696d\u304c\u3088\u308a\u7c21\u5358\u306b\u306a\u3063\u305f\u304b\u3069\u3046\u304b\u3092\u5c0b\u306d\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u30b3\u30fc\u30c9\u306e\u30a8\u30e9\u30fc\u306f\u6e1b\u3063\u305f\u304b\u3001\u8aad\u307f\u3084\u3059\u304f\u306a\u3063\u305f\u304b\u3001\u518d\u5229\u7528\u3057\u3084\u3059\u304f\u306a\u3063\u305f\u304b\u3001\u7c21\u6f54\u306b\u306a\u3063\u305f\u304b\u3001\u4fdd\u5b88\u3057\u3084\u3059\u304f\u306a\u3063\u305f\u304b\u3001\u30ec\u30b8\u30ea\u30a8\u30f3\u30c8\u306b\u306a\u3063\u305f\u304b\u3001\u306a\u3069\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u5f8c\u3001\u30ec\u30d3\u30e5\u30fc\u62c5\u5f53\u306e\u958b\u767a\u8005\u306b\u3001\u5225\u306e\u53c2\u52a0\u8005\u304c\u4f5c\u6210\u3057\u305fPull Request\u30922\u3064\u5272\u308a\u5f53\u3066\u307e\u3057\u305f\u3002\u3069\u3061\u3089\u306ePull Request\u304cGitHub Copilot\u3092\u4f7f\u3063\u305f\u3082\u306e\u304b\u3092\u4f1d\u3048\u305a\u306b\u3001Pull Request\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u3001\u3069\u3046\u3059\u308c\u3070\u30b3\u30fc\u30c9\u3092\u6539\u5584\u3067\u304d\u308b\u304b\u306b\u3064\u3044\u3066\u63d0\u6848\u3059\u308b\u3088\u3046\u4f9d\u983c\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u5f8c\u3001GitHub Copilot Chat\u3092\u4f7f\u3063\u305f\u5834\u5408\u3068\u4f7f\u308f\u306a\u304b\u3063\u305f\u5834\u5408\u306e\u30ec\u30d3\u30e5\u30fc\u306e\u5b9f\u65bd\u30d7\u30ed\u30bb\u30b9\u3092\u8a55\u4fa1\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002\u30ec\u30d3\u30e5\u30fc\u62c5\u5f53\u306e\u958b\u767a\u8005\u306f\u3001\u4e0a\u8ff0\u306e\u30eb\u30fc\u30d6\u30ea\u30c3\u30af\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u3092\u8a55\u4fa1\u3057\u3001\u30b3\u30fc\u30c9\u304c\u8aad\u307f\u3084\u3059\u3044\u304b\u3001\u518d\u5229\u7528\u53ef\u80fd\u304b\u3001\u8a2d\u8a08\u306f\u512a\u308c\u3066\u3044\u308b\u304b\u3092\u6e2c\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5225\u306e\u53c2\u52a0\u8005\u306b\u3088\u308b\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u5143\u306e\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u305f\u53c2\u52a0\u8005\u304cPull Request\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u3001\u3069\u306e\u30b3\u30e1\u30f3\u30c8\u304c\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u5411\u4e0a\u306b\u5f79\u7acb\u3063\u305f\u304b\u3001\u30b3\u30e1\u30f3\u30c8\u306f\u3069\u306e\u7a0b\u5ea6\u5b9f\u7528\u7684\u3067\u3042\u3063\u305f\u304b\u3092\u5224\u65ad\u3057\u307e\u3057\u305f\u3002\u7e70\u308a\u8fd4\u3057\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u53c2\u52a0\u8005\u306b\u306f\u3001\u3069\u3061\u3089\u306ePull Request\u306e\u30ec\u30d3\u30e5\u30fc\u306bGitHub Copilot Chat\u3092\u4f7f\u3063\u305f\u306e\u304b\u3092\u4f1d\u3048\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<h2 id=\"github-copilot-chat%e3%81%ae%e7%9b%ae%e6%a8%99%ef%bc%9a%e3%82%88%e3%82%8a%e8%b3%aa%e3%81%ae%e9%ab%98%e3%81%84%e3%82%b3%e3%83%bc%e3%83%89%e3%82%92%e3%80%81%e3%82%88%e3%82%8a%e8%bf%85%e9%80%9f%e3%81%ab\">GitHub Copilot Chat\u306e\u76ee\u6a19\uff1a\u3088\u308a\u8cea\u306e\u9ad8\u3044\u30b3\u30fc\u30c9\u3092\u3001\u3088\u308a\u8fc5\u901f\u306b<a href=\"#github-copilot-chat%e3%81%ae%e7%9b%ae%e6%a8%99%ef%bc%9a%e3%82%88%e3%82%8a%e8%b3%aa%e3%81%ae%e9%ab%98%e3%81%84%e3%82%b3%e3%83%bc%e3%83%89%e3%82%92%e3%80%81%e3%82%88%e3%82%8a%e8%bf%85%e9%80%9f%e3%81%ab\" class=\"heading-link\" aria-label=\"GitHub Copilot Chat\u306e\u76ee\u6a19\uff1a\u3088\u308a\u8cea\u306e\u9ad8\u3044\u30b3\u30fc\u30c9\u3092\u3001\u3088\u308a\u8fc5\u901f\u306b\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u4ed5\u4e8b\u304c\u901f\u3044\u3053\u3068\u3068\u512a\u308c\u305f\u4ed5\u4e8b\u3092\u3059\u308b\u3053\u3068\u306f\u5225\u7269\u3067\u3059\u304c\u3001GitHub Copilot Chat\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u3053\u306e2\u3064\u3092\u4e21\u7acb\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GitHub Copilot\u3068GitHub Copilot Chat\u306f\u3001\u958b\u767a\u8005\u306e\u96c6\u4e2d\u529b\u3092\u9ad8\u3081\u3001\u30d5\u30ed\u30fc\u72b6\u614b\u3092\u7dad\u6301\u3057\u3001\u4ed5\u4e8b\u306b\u559c\u3073\u3092\u898b\u51fa\u305b\u308b\u3088\u3046\u306b\u652f\u63f4\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306e\u751f\u6d3b\u5411\u4e0a\u3092\u76ee\u7684\u306b\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u8abf\u67fb\u7d50\u679c\u304b\u3089\u3001\u3053\u3046\u3057\u305fAI\u30c4\u30fc\u30eb\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u3053\u3068\u3092\u6210\u3057\u9042\u3052\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u79c1\u305f\u3061\u306f\u3001\u958b\u767a\u8005\u306e\u7686\u3055\u3093\u304c\u3053\u308c\u304b\u3089\u958b\u767a\u3059\u308b\u3082\u306e\u306b\u671f\u5f85\u3092\u5bc4\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"%e6%9c%80%e5%be%8c%e3%81%ab\">\u6700\u5f8c\u306b<a href=\"#%e6%9c%80%e5%be%8c%e3%81%ab\" class=\"heading-link\" aria-label=\"\u6700\u5f8c\u306b\" data-anchorjs-icon=\"#\" style=\"padding-left: 0.375em;\"><\/a><\/h2>\n<p>\u672c\u8abf\u67fb\u306b\u3054\u5354\u529b\u3044\u305f\u3060\u3044\u305f\u958b\u767a\u8005\u306e\u7686\u3055\u307e\u3001\u672c\u5f53\u306b\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\uff01<a href=\"https:\/\/cxr.github.com\/\" rel=\"noopener\" target=\"_blank\">GitHub Customer Research<\/a>\u306f\u3001 <a href=\"https:\/\/githubnext.com\/\" rel=\"noopener\" target=\"_blank\">GitHub Next<\/a>\u306e\u5354\u529b\u3068\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u306e\u3082\u3068\u3001\u672c\u8abf\u67fb\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n<hr \/>\n<ol>\n<li>B\u00f6rstler, J., Bennin, K.E., Hooshangi, S. et al. Developers talking about code quality. Empir Software Eng 28, 128 (2023). https:\/\/doi.org\/10.1007\/s10664-023-10381-0 <\/li>\n<li>Ghani, U. (2023, September 18). 5 code review best practices \u2013 Work Life by Atlassian. Work Life by Atlassian. https:\/\/www.atlassian.com\/blog\/add-ons\/code-review-best-practices<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u3001GitHub Copilot Chat\u306b\u95a2\u3059\u308b\u65b0\u3057\u3044\u8abf\u67fb\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u81ea\u7136\u8a00\u8a9e\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u8abf\u67fb\u306b\u53c2\u52a0\u3057\u305f\u958b\u767a\u8005\u306f\u3001GitHub Copilot Chat\u3092\u5229\u7528\u3057\u3066\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5177\u4f53\u7684\u306a\u8ab2\u984c\u306b\u5408\u308f\u305b\u305f\u30ac\u30a4\u30c0\u30f3\u30b9\u3001\u30d2\u30f3\u30c8\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u4fee\u6b63\u3001\u89e3\u6c7a\u7b56\u3092\u3001IDE\u3092\u96e2\u308c\u308b\u3053\u3068\u306a\u304f\u3059\u3079\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":2030,"featured_media":4211,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false},"categories":[9],"tags":[122,220,123],"coauthors":[107],"class_list":["post-4203","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product","tag-github-copilot","tag-github-copilot-chat","tag-research"],"yoast_head":"<!-- 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