{"id":4932,"date":"2024-11-15T16:30:47","date_gmt":"2024-11-15T07:30:47","guid":{"rendered":"https:\/\/github.blog\/jp\/?p=4932"},"modified":"2024-11-15T16:28:22","modified_gmt":"2024-11-15T07:28:22","slug":"how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools","status":"publish","type":"post","link":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/","title":{"rendered":"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b"},"content":{"rendered":"<section class=\"container-xl mx-auto p-responsive-blog\" style=\"margin-top: 20px;\">\n<div class=\"gutter-spacious\">\n<div class=\"col-12 offset-lg-1 col-lg-10\">\n<div class=\"text-mono f5-mktg color-fg-muted mb-12px\">Author<\/div>\n<div class=\"d-flex flex-wrap pb-1 flex-items-start\">\n<div class=\"d-flex flex-wrap\">\n<div class=\"author-block__pic mr-3\"><img loading=\"lazy\" decoding=\"async\" class=\"avatar avatar-35 photo avatar-default\" src=\"https:\/\/avatars.githubusercontent.com\/u\/957053?v=4&#038;s=200\" srcset=\"https:\/\/avatars.githubusercontent.com\/u\/957053?v=4&#038;s=200\" alt=\"Image of Klint Finley\" width=\"35\" height=\"35\" \/><\/div>\n<p class=\"hero-post__author-name f5 m-0\">Klint Finley<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<p style=\"font-size:14px; padding-top:10px;\">\nGitHub Copilot\u3084\u305d\u306e\u4ed6\u306eAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u4ed5\u4e8b\u3092\u5909\u3048\u3001\u65e5\u3005\u306e\u904e\u3054\u3057\u65b9\u3092\u5909\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u958b\u767a\u8005\u306b\u805e\u304d\u307e\u3057\u305f\u3002<\/p>\n<hr \/>\n<p>AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u306e\u767b\u5834\u306f\u3001\u958b\u767a\u8005\u306e\u50cd\u304d\u65b9\u3092\u5909\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/github.blog\/news-insights\/research\/survey-ai-wave-grows\/\">GitHub\u306b\u3088\u308b\u6700\u8fd1\u306e\u8abf\u67fb\u3067\u306f<\/a>\u3001\u307b\u307c\u3059\u3079\u3066\u306e\u56de\u7b54\u8005\u304c\u3001\u3042\u308b\u6642\u70b9\u3067AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u3068\u56de\u7b54\u3057\u3001\u305d\u306e\u5927\u591a\u6570\u304c\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u3001\u3088\u308a\u9ad8\u54c1\u8cea\u3067\u3001\u3088\u308a\u30bb\u30ad\u30e5\u30a2\u306a\u30b3\u30fc\u30c9\u3092\u7c21\u5358\u306b\u66f8\u3051\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002\u540c\u69d8\u306b\u3001\u300c<a href=\"https:\/\/2023.stateofjs.com\/en-US\/other-tools\/#ai_tools\">State of JS 2023\u300d<\/a>\u8abf\u67fb\u3067\u306f\u3001AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u5b9a\u671f\u7684\u306b\u4f7f\u7528\u3057\u3066 <em>\u3044\u306a\u3044<\/em> \u56de\u7b54\u8005\u306f\u308f\u305a\u304b18\uff05\u3067\u3057\u305f\u3002<\/p>\n<p>\u300e<em>IT\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306e\u305f\u3081\u306e\u751f\u6210AI<\/em>\u300f\u306e\u5171\u8457\u8005\u3067\u3042\u308b\u30af\u30ea\u30c3\u30b7\u30fc\u30fb\u30eb\u30e1\u30fc\u30eb\u6c0f\u306f<a href=\"https:\/\/us11.campaign-archive.com\/?e=430919a6ee&#038;u=9d7ced8c4bbd6c2f238673f0f&#038;id=9556427e04\">\u6700\u8fd1\u3001<\/a>LLM\u304c\u5f7c\u5973\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5909\u3048\u3066\u3044\u308b\u3068\u8a9e\u308a\u307e\u3057\u305f\u3002\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u958b\u59cb\u3059\u308b\u969b\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8a2d\u5b9a\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u3001\u697d\u3057\u304f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u9032\u3080\u3088\u3046\u306b\u306a\u308b\u306b\u306f\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001\u79c1\u306f\u4eca\u3067\u306fLLM\u306b\u305d\u3053\u306f\u4efb\u305b\u3066\u3044\u307e\u3059\u3002AI\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3067\u30ef\u30af\u30ef\u30af\u3059\u308b\u90e8\u5206\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\u300d<\/p>\n<p>GitHub\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001AI\u30c4\u30fc\u30eb\u306f\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3092\u6700\u592755\uff05\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u81ea\u7531\u306b\u4f7f\u3048\u308b\u6642\u9593\u304c\u5897\u3048\u305f\u6642\u3001\u679c\u305f\u3057\u3066\u305d\u306e\u6642\u9593\u3092\u4f55\u306b\u3064\u304b\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u56de\u7b54\u8005\u306f\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u3001\u540c\u50da\u3068\u306e\u5171\u540c\u4f5c\u696d\u3001\u65b0\u3057\u3044\u30b9\u30ad\u30eb\u306e\u7fd2\u5f97\u306a\u3069\u306b\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001AI\u30c4\u30fc\u30eb\u306f\u5f7c\u3089\u306e\u4ed5\u4e8b\u3092\u3088\u308a\u826f\u304f\u3057\u3001\u3088\u308a\u591a\u304f\u306e\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u826f\u3044\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u306e\u306b\u5f79\u7acb\u3064\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30fb\u30eb\u30fc\u30d7\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002\u3053\u306e\u3053\u3068\u304c\u5b9f\u969b\u306e\u73fe\u5834\u3067\u3069\u306e\u3088\u3046\u306b\u898b\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u77e5\u308b\u305f\u3081\u306b\u3001\u6211\u3005\u306fAI\u304c\u5f7c\u3089\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3069\u306e\u3088\u3046\u306b\u5909\u3048\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u3057\u3066AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3067\u7bc0\u7d04\u3055\u308c\u305f\u6642\u9593\u3067\u4f55\u3092\u3057\u3066\u3044\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u3001\u958b\u767a\u8005\u306e\u7686\u3055\u3093\u306b\u8a71\u3092\u805e\u3044\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f<\/p>\n<ul>\n<li>\u958b\u767a\u8005\u304c\u3069\u306e\u3088\u3046\u306bAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u6642\u9593\u3092\u7bc0\u7d04\u3057\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u805e\u3044\u305f\u5185\u5bb9\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/li>\n<li>AI\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u59cb\u3081\u308b\u305f\u3081\u306e\u30d2\u30f3\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2 id=\"less-time-debugging-more-time-planning\">\u30c7\u30d0\u30c3\u30b0\u306e\u6642\u9593\u304c\u6e1b\u308a\u3001\u8a08\u753b\u306e\u6642\u9593\u304c\u5897\u3048\u305f<a class=\"heading-link pl-2 text-italic text-bold\" href=\"#less-time-debugging-more-time-planning\"><\/a><\/h2>\n<p>\u591a\u304f\u306e\u958b\u767a\u8005\u306f\u3001AI\u306e\u304a\u304b\u3052\u3067\u8a2d\u8a08\u3084\u8a08\u753b\u6bb5\u968e\u306b\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u8a71\u3057\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u601d\u8003\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3042\u308a\u3001\u3053\u308c\u306f\u7d14\u7c8b\u306b\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u8005\u306e\u30af\u30e9\u30a6\u30c7\u30a3\u30aa\u30fb\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u3001<a href=\"https:\/\/us11.campaign-archive.com\/?e=430919a6ee&#038;u=9d7ced8c4bbd6c2f238673f0f&#038;id=9556427e04\">AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30c4\u30fc\u30eb\u306b\u95a2\u3059\u308b\u6700\u8fd1\u306eQ&#038;A\u3067<\/a>\u3001\u300c\u8a66\u884c\u932f\u8aa4\u3057\u3066\u7269\u4e8b\u3092\u7406\u89e3\u3059\u308b\u6642\u9593\u3092\u6e1b\u3089\u3059\u304b\u308f\u308a\u306b\u3001\u30b3\u30fc\u30c9\u304c\u5b89\u5168\u3067\u9ad8\u6027\u80fd\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u6642\u9593\u3092\u5897\u3084\u3057\u307e\u3057\u305f\u3002\u300d\u3068\u8a9e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u3088\u3046\u306b\u6642\u9593\u306e\u4f7f\u3044\u65b9\u3092\u5909\u3048\u305f\u306e\u306f\u5f7c\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002GitHub\u306e\u8abf\u67fb\u3067\u306f\u3001\u56de\u7b54\u8005\u306e40\uff5e47\uff05\u304c\u3001AI\u306b\u3088\u3063\u3066\u30b7\u30b9\u30c6\u30e0\u3084\u9867\u5ba2\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u8a2d\u8a08\u306b\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u300137\uff5e43\uff05\u306e\u56de\u7b54\u8005\u306f\u3001\u30b3\u30fc\u30c9\u306e\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3068\u6700\u9069\u5316\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u305f\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8a00\u3044\u63db\u3048\u308c\u3070\u3064\u307e\u308a\u3001\u958b\u767a\u8005\u306f\u30b3\u30fc\u30c9\u3092\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u306b\u6642\u9593\u3092\u8cbb\u3084\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u30b3\u30fc\u30c9\u3092\u3088\u308a\u826f\u3044\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u306b\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u30c4\u30fc\u30eb\u306e\u5229\u7528\u306f\u3001\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u524d\u304b\u3089\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30f4\u30f3\u30c0\u30fc\u6c0f\u306fGitHub Copilot Chat\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8003\u3048\u308b\u969b\u306b\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002\u81ea\u5206\u306e\u8003\u3048\u3092\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u7121\u751f\u7269\u306b\u30a2\u30a4\u30c7\u30a2\u3092\u8aac\u660e\u3059\u308b\u3068\u3044\u3046\u3053\u306e\u8003\u3048\u65b9\u306f\u300c<a href=\"https:\/\/en.wikipedia.org\/wiki\/Rubber_duck_debugging\">\u30e9\u30d0\u30fc\u30fb\u30c0\u30c3\u30af\u30fb\u30c7\u30d0\u30c3\u30ad\u30f3\u30b0<\/a>\u300d\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\uff1a\u3057\u304b\u3057\u306a\u304c\u3089LLM\u306f\u305d\u306e\u8003\u3048\u65b9\u306b\u65b0\u3057\u3044\u5074\u9762\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3001\u305d\u3046\u3001\u5f7c\u3089\u306f\u8a00\u3044\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u3001\u305f\u3060\u81ea\u5206\u306e\u8003\u3048\u3092\u6574\u7406\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306b\u81ea\u5206\u306e\u30a2\u30a4\u30c7\u30a2\u306b\u5bfe\u3059\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d7\u3051\u3001\u81ea\u5206\u306e\u30b3\u30fc\u30c9\u3092\u3069\u306e\u3088\u3046\u306b\u69cb\u6210\u3057\u305f\u3044\u304b\u3092\u3088\u308a\u660e\u78ba\u306b\u8003\u3048\u3066\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u30eb\u30e1\u30fc\u30eb\u6c0f\u3082\u3001\u81ea\u5206\u3082\u540c\u3058\u3053\u3068\u3092\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u3065\u3044\u3066\u304a\u308a\u3001\u300c\u30b0\u30e9\u30f3\u30c9\u30ef\u30fc\u30af\u306b\u8cbb\u3084\u3059\u6642\u9593\u3092\u6e1b\u3089\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u3059\u308b\u6642\u9593\u3092\u5897\u3084\u3057\u307e\u3057\u305f\u3002\u300d\u3068\u8a9e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>GitHub Copilot \u3092\u4f7f\u3063\u3066\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u3084\u30b3\u30fc\u30c9\u306e\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u3001\u5b9f\u8df5\u7684\u306a\u30d2\u30f3\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u81ea\u5206\u306e\u597d\u307f\u3092\u4f1d\u3048\u307e\u3059\u3002<\/strong>\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u3001\u65b0\u3057\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u59cb\u3081\u308b\u969b\u306b\u3001GitHub Copilot Chat\u306bES6\u30d3\u30eb\u30c9\u30a4\u30f3\u3068\u77e2\u5370\u95a2\u6570\u306e\u597d\u307f\u3092\u4f1d\u3048\u307e\u3059\u3002\u300c\u3053\u306e\u3088\u3046\u306a\u30b7\u30f3\u30d7\u30eb\u306a\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306f\u3001\u901a\u5e38\u3001\u5e0c\u671b\u3059\u308b\u30b3\u30fc\u30c9\u304c\u51fa\u529b\u3055\u308c\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001GitHub Copilot\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u3088\u308a\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u300d\u3068\u5f7c\u306f\u8aac\u660e\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u5177\u4f53\u4f8b\u3092\u5171\u6709\u3057\u307e\u3059\u3002<\/strong>\u30eb\u30e1\u30fc\u30eb\u6c0f\u306f\u3001LLM\u4ee5\u524d\u3068\u307b\u307c\u540c\u3058\u65b9\u6cd5\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u53d6\u308a\u7d44\u307f\u307e\u3059\uff1a\u3064\u307e\u308a\u3001\u4e8b\u4f8b\u3092\u63a2\u3059\u306e\u3067\u3059\u3002\u300c\u305d\u308c\u304b\u3089\u30b5\u30f3\u30d7\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u6642\u306b\u306f1\u3064\u306e\u5927\u304d\u306a\u30d5\u30a1\u30a4\u30eb\u306b\u9023\u7d50\u3057\u3066\u3001LLM\u306b\u81ea\u5206\u306e\u5e0c\u671b\u3092\u4f1d\u3048\u307e\u3059\u3002\u300d\u3068\u5f7c\u5973\u306f\u8a9e\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30b9\u30b1\u30eb\u30c8\u30f3\u95a2\u6570\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/strong>\u30a4\u30f3\u30e9\u30a4\u30f3\u30fb\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u3068\u304d\u306f\u3001\u610f\u5473\u306e\u3042\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3001\u5f15\u6570\u3001\u95a2\u6570\u306f\u3069\u3046\u3042\u308b\u3079\u304d\u304b\u3001\u5404\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u4f55\u3092\u5236\u5fa1\u3059\u3079\u304d\u304b\u3092\u8aac\u660e\u3059\u308b\u30b3\u30e1\u30f3\u30c8\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3092\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u52e7\u3081\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u4f1a\u8a71\u3068\u3057\u3066\u306e\u30c7\u30d0\u30c3\u30b0\u3002<\/strong>\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u3001\u95a2\u9023\u3059\u308b\u30b3\u30fc\u30c9\u3092\u3059\u3079\u3066VS Code\u3067\u958b\u3044\u305f\u307e\u307e\u306b\u3057\u3066\u304a\u304d\u3001\u300c\u30b3\u30fc\u30c9\u3092\u30c7\u30d0\u30c3\u30b0\u3057\u307e\u3057\u3087\u3046\u300d\u3068\u3044\u3046\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u65b0\u3057\u3044GitHub Copilot Chat\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001GitHub Copilot\u306b\u3001\u30b3\u30fc\u30c9\u304c\u4f55\u3092\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u3066\u3044\u308b\u306e\u304b\u3001\u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u5bfe\u3057\u3066\u4f55\u304c\u8d77\u3053\u308b\u306e\u304b\u306a\u3069\u306e\u8cea\u554f\u3092\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2 id=\"less-time-working-on-docs-more-time-working-together\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u308b\u6642\u9593\u3092\u6e1b\u3089\u3057\u3001\u4e00\u7dd2\u306b\u50cd\u304d\u30b3\u30e9\u30dc\u3059\u308b\u6642\u9593\u3092\u5897\u3084\u3059<a class=\"heading-link pl-2 text-italic text-bold\" href=\"#less-time-working-on-docs-more-time-working-together\"><\/a><\/h2>\n<p>AI\u306f\u6a5f\u68b0\u3068\u4f1a\u8a71\u3059\u308b\u305f\u3081\u3060\u3051\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u958b\u767a\u8005\u540c\u58eb\u304c\u8a71\u3057\u5408\u3046\u6642\u9593\u3082\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002\u8abf\u67fb\u56de\u7b54\u8005\u306e40\uff5e47\uff05\u304c\u3001AI\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u3068\u5171\u540c\u4f5c\u696d\u3059\u308b\u6642\u9593\u3092\u5897\u3084\u3059\u306e\u306b\u5f79\u7acb\u3063\u3066\u3044\u308b\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u300139\uff5e45\uff05\u306e\u56de\u7b54\u8005\u306f\u3001\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306b\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3044\u308b\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306f\u3001<a href=\"https:\/\/github.blog\/jp\/2023-10-20-research-quantifying-github-copilots-impact-on-code-quality\/\">\u958b\u767a\u8005\u540c\u58eb\u304c\u5354\u529b<\/a>\u3057\u5408\u3044\u3001<a href=\"https:\/\/github.blog\/developer-skills\/github\/how-to-review-code-effectively-a-github-staff-engineers-philosophy\/\">\u3088\u308a\u826f\u3044\u4f5c\u54c1\u3092\u751f\u307f\u51fa\u3059\u305f\u3081\u306e<\/a> <a href=\"https:\/\/github.blog\/jp\/2023-10-20-research-quantifying-github-copilots-impact-on-code-quality\/\">\u4e3b\u306a\u65b9\u6cd5\u306e<\/a>1\u3064\u3067\u3059\u3002<\/p>\n<p>LLM\u306f\u3001\u30b3\u30fc\u30c9\u306e\u30b3\u30e1\u30f3\u30c8\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u52d5\u7684\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30b3\u30fc\u30c9\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3057\u3001\u3072\u3044\u3066\u306f\u8ca2\u732e\u3057\u3084\u3059\u304f\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u300c\u3044\u304f\u3064\u304b\u306eJavaScript\u3092\u8abf\u3079\u3001LLM\u304c95\uff05\u306e\u7cbe\u5ea6\u3067\u95a2\u6570\u540d\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066JSDoc\u5f62\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u300d\u3068\u30eb\u30e1\u30fc\u30eb\u6c0f\u306f\u8a00\u3044\u307e\u3059\u3002\u300c\u79c1\u306e\u30c1\u30fc\u30e0\u306f\u305d\u308c\u3092\u3068\u3066\u3082\u6c17\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002\u300d<\/p>\n<p>\u7d50\u679c\uff1a\u958b\u767a\u8005\u304c\u4e00\u7dd2\u306b\u4f5c\u696d\u3059\u308b\u6642\u9593\u304c\u5897\u3048\u305f\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u7c21\u5358\u306b\u4f5c\u696d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><strong>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u6539\u5584\u306e\u305f\u3081\u306bLLM\u3092\u4f7f\u7528\u3059\u308b\u969b\u306e\u5b9f\u8df5\u7684\u306a\u30d2\u30f3\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u304a\u6c17\u306b\u5165\u308a\u306e\u65e2\u5b58\u306e\u30d8\u30eb\u30d7\u30c6\u30ad\u30b9\u30c8\u3092\u4f8b\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002<\/strong>\u30eb\u30e1\u30fc\u30eb\u6c0f\u306f\u3001\u3042\u306a\u305f\u304c\u518d\u73fe\u3057\u305f\u3044\u30b9\u30bf\u30a4\u30eb\u3067LLM\u306b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4f8b\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5f7c\u5973\u306f\u304a\u6c17\u306b\u5165\u308a\u306ePowerShell\u30b3\u30de\u30f3\u30c9\u306e\u30d8\u30eb\u30d7\u30c6\u30ad\u30b9\u30c8\u3092LLM\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001LLM\u304c\u81ea\u5206\u306e\u597d\u307f\u306b\u5408\u3063\u305f\u30c8\u30fc\u30f3\u3084\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u3059\u3079\u3066\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u30b3\u30e1\u30f3\u30c8\u3092\u6b8b\u3057\u307e\u3059\u3002<\/strong>GitHub Copilot\u304c\u30b3\u30fc\u30c9\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u3001\u30b3\u30fc\u30c9\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u3068\u304d\u306f\u3044\u3064\u3082\u3001\u30d8\u30c3\u30c0\u30fc\u3068\u3057\u3066\u5148\u982d\u306b\u30b3\u30e1\u30f3\u30c8\u3092\u8ffd\u52a0\u3057\u307e\u3057\u3087\u3046\u3002\u300c\u3053\u308c\u306f\u3042\u306a\u305f\u306e\u751f\u7523\u6027\u3092\u52a0\u901f\u3055\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5c0f\u3055\u306a\u30d8\u30eb\u30d7\u3092\u6b8b\u3059\u3053\u3068\u3067\u30c1\u30fc\u30e0\u306e\u751f\u7523\u6027\u3082\u52a0\u901f\u3055\u305b\u307e\u3059\u3002\u300dGitHub\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30fb\u30a2\u30c9\u30dc\u30b1\u30a4\u30c8\u306e\u30af\u30ea\u30b9\u30c8\u30d5\u30a1\u30fc\u30fb\u30cf\u30ea\u30bd\u30f3\u306f\u8a00\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2 id=\"less-time-searching-more-time-learning-and-experimenting\">\u691c\u7d22\u3059\u308b\u6642\u9593\u3092\u6e1b\u3089\u3057\u3001\u5b66\u7fd2\u3068\u5b9f\u9a13\u306b\u6642\u9593\u3092\u304b\u3051\u307e\u3059<a class=\"heading-link pl-2 text-italic text-bold\" href=\"#less-time-searching-more-time-learning-and-experimenting\"><\/a><\/h2>\n<p>\u6700\u65b0\u306e\u8a00\u8a9e\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001API\u306a\u3069\u306e\u6700\u65b0\u60c5\u5831\u306b\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304f\u3053\u3068\u306f\u5927\u5207\u306a\u3053\u3068\u3067\u3059\u304c\u3001\u305d\u306e\u591a\u3055\u306b\u5727\u5012\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u3067\u3057\u3087\u3046\u3002AI\u306f\u3001\u6700\u5148\u7aef\u6280\u8853\u306b\u3064\u3044\u3066\u884c\u304f\u6642\u9593\u3092\u5897\u3084\u3059\u3053\u3068\u3067\u3001\u3042\u306a\u305f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u79c1\u305f\u3061\u306e\u8abf\u67fb\u3067\u306f\u3001\u56de\u7b54\u8005\u306e43\uff5e47\uff05\u304c\u5b66\u7fd2\u3068\u958b\u767a\u306b\u300144\uff5e46\uff05\u304c\u7814\u7a76\u958b\u767a\u3068\u65b0\u8208\u6280\u8853\u306b\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u3044\u308b\u3068\u7b54\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI\u306f\u5b66\u7fd2\u306b\u3082\u5f79\u7acb\u3061\u3001\u958b\u767a\u8005\u304c\u65b0\u3057\u3044\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3059\u308b\u969b\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u652f\u63f4\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30eb\u30e1\u30fc\u30eb\u6c0f\u306f\u6700\u8fd1\u3001DevOps\u306e\u30ad\u30e3\u30ea\u30a2\u304b\u3089\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u958b\u767a\u306e\u30ad\u30e3\u30ea\u30a2\u306b\u79fb\u884c\u3057\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u6280\u8853\u306e\u77e5\u8b58\u3092\u6df1\u3081\u306a\u304c\u3089\u3001\u3088\u308a\u901f\u304f\u4ed5\u4e8b\u3092\u3059\u308b\u305f\u3081\u306bAI\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u300cPowerShell\u3068SQL\u3092\u4e3b\u306b\u66f8\u3044\u3066\u3044\u305f\u306e\u3092\u3001JavaScript\u3092\u4e3b\u306b\u66f8\u304f\u3088\u3046\u306b\u5207\u308a\u66ff\u3048\u305f\u3053\u3068\u3067\u3001\u30b9\u30c8\u30ec\u30b9\u304c\u304b\u306a\u308a\u6e1b\u308a\u307e\u3057\u305f\u3002\u305d\u3046\u3067\u306a\u3051\u308c\u3070\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5207\u308a\u66ff\u3048\u305f\u308a\u3001\u7269\u4e8b\u3092\u8abf\u3079\u305f\u308a\u3059\u308b\u306e\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u5fc5\u8981\u304c\u3042\u3063\u305f\u3067\u3057\u3087\u3046\u3002\u300d<\/p>\n<p>\u540c\u69d8\u306b\u3001DevOps\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306e\u30a2\u30ec\u30c3\u30b7\u30aa\u30fb\u30d5\u30a3\u30aa\u30ec\u30f3\u30c6\u30a3\u30fc\u30ce\u6c0f\u306f\u3001GitHub Copilot\u3092\u4f7f\u3063\u3066Rust\u3092\u5b66\u7fd2\u3057\u3066\u3044\u307e\u3059\u3002\u300cRust\u306f\u5b9f\u884c\u30d5\u30ed\u30fc\u3092\u5b8c\u5168\u306b\u5236\u5fa1\u3067\u304d\u308b\u5f37\u529b\u306a\u8a00\u8a9e\u3067\u3059\u304c\u3001\u30cb\u30e5\u30a2\u30f3\u30b9\u304c\u591a\u304f\u3001\u7279\u306bPython\u3084JavaScript\u304b\u3089\u59cb\u3081\u305f\u4eba\u306b\u3068\u3063\u3066\u306f\u7570\u306a\u308b\u8003\u3048\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u300d\u3068\u30d5\u30a3\u30aa\u30ec\u30f3\u30c6\u30a3\u30fc\u30ce\u6c0f\u306f<a href=\"https:\/\/github.blog\/developer-skills\/programming-languages-and-frameworks\/how-to-use-ai-coding-tools-to-learn-a-new-programming-language\/\">\u4ee5\u524d\u306e\u8a18\u4e8b\u3067\u8a9e\u3063\u3066<\/a>\u3044\u307e\u3059\u3002\u300cAI\u306f\u3053\u3046\u3057\u305f\u8907\u96d1\u3055\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3057\u3066\u304f\u308c\u3001\u52b9\u7387\u7684\u3067\u6163\u7528\u7684\u306aRust\u30b3\u30fc\u30c9\u3092\u78ba\u5b9f\u306b\u66f8\u3051\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u300d<\/p>\n<p>\u300cLLM\u304c\u5c06\u6765\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5168\u4f53\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u30b3\u30fc\u30c9\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u300d\u3068\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u8a00\u3044\u307e\u3059\u3002\u5f7c\u306f\u3001LLM\u304c\u5b9f\u88c5\u306e\u8a73\u7d30\u3092\u62c5\u5f53\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u958b\u767a\u8005\u306e\u5f79\u5272\u306f\u5909\u5316\u3057\u3066\u3044\u304f\u3068\u898b\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306b\u306f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u6982\u5ff5\u3092\u7406\u89e3\u3057\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30b9\u30ad\u30eb\u3092\u78e8\u304f\u3088\u3046\u52e7\u3081\u3066\u3044\u307e\u3059\u3002\u5e78\u3044\u3001\u305d\u3053\u306b\u306f\u76f8\u4e57\u52b9\u679c\u304c\u3042\u308a\u307e\u3059\uff1aLLM\u3092\u4f7f\u3046\u306b\u306f\u660e\u78ba\u306a\u6307\u793a\u3092\u66f8\u304f\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3001AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30c4\u30fc\u30eb\u306b\u3088\u3063\u3066\u305d\u306e\u90e8\u5206\u306e\u30b9\u30ad\u30eb\u3092\u78e8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u3057\u3066\u305d\u308c\u306f\u672a\u6765\u306e\u958b\u767a\u8005\u304c\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p><strong>\u3053\u3053\u3067\u306f\u3001GitHub Copilot\u3092\u5b66\u7fd2\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4f7f\u3044\u59cb\u3081\u308b\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u30d2\u30f3\u30c8\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u65b0\u3057\u3044\u3001\u307e\u305f\u306f\u99b4\u67d3\u307f\u306e\u306a\u3044\u8a00\u8a9e\u3084\u6280\u8853\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u3002<\/strong>\u30f4\u30f3\u30c0\u30fc\u6c0f\u306f\u3001GitHub Copilot \u3092\u4f7f\u3063\u3066\u3001\u6307\u5b9a\u3057\u305f\u8a00\u8a9e\u306e\u69cb\u6587\u3084\u6a5f\u80fd\u3092\u9806\u3092\u8ffd\u3063\u3066\u5b66\u3076\u3053\u3068\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\u3002\u300c\u79c1\u306f\u6700\u8fd1 Go \u3092\u5b66\u3073\u59cb\u3081\u305f\u306e\u3067\u3059\u304c\u3001GitHub Copilot \u306b&#8221;\u5909\u6570\u5b9a\u7fa9\u306e<code>:=<<\/code> \u306e\u5f8c\u306b\u578b\u3092\u8ffd\u52a0\u3059\u308b\u3068\u3001\u3069\u3046\u306a\u308a\u307e\u3059\u304b\uff1f\"\u3068\u8cea\u554f\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001Go \u306e\u540d\u524d\u7a7a\u9593\u3084\u30e2\u30b8\u30e5\u30fc\u30eb\u5b9a\u7fa9\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3057\u305f\u3002\u300d<\/li>\n<li><strong>\u65b0\u3057\u3044\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306b\u53d6\u308a\u7d44\u307f\u307e\u3059\u3002<\/strong>\u30b3\u30fc\u30c9\u306e\u30d6\u30ed\u30c3\u30af\u3092\u30cf\u30a4\u30e9\u30a4\u30c8\u3057\u3066GitHub Copilot\u306b\u8aac\u660e\u3092\u6c42\u3081\u305f\u308a\u3001\u3069\u306e\u5909\u6570\u304c\u7279\u5b9a\u306e\u6a5f\u80fd\u306b\u95a2\u9023\u3059\u308b\u304b\u306a\u3069\u3001\u30b3\u30fc\u30c9\u306b\u3064\u3044\u3066\u8cea\u554f\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>\u5b66\u7fd2\u5185\u5bb9\u3092\u8996\u899a\u5316\u3057\u307e\u3059\u3002<\/strong>GitHub\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30fb\u30a2\u30c9\u30dc\u30b1\u30a4\u30c8\u306e\u30b1\u30c0\u30b7\u30e3\u30fb\u30ab\u30fc\u306f\u3001<a href=\"https:\/\/github.blog\/developer-skills\/programming-languages-and-frameworks\/how-to-use-ai-coding-tools-to-learn-a-new-programming-language\/\">GitHub Copilot \u306e\u30de\u30fc\u30e1\u30a4\u30c9\u56f3\u4f5c\u6210\u6a5f\u80fd\u3092\u4f7f\u7528<\/a>\u3057\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u306e\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u3092\u7406\u89e3\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<h2 id=\"whats-next\">\u4eca\u5f8c\u306b\u3064\u3044\u3066<a class=\"heading-link pl-2 text-italic text-bold\" href=\"#whats-next\"><\/a><\/h2>\n<p>\u9a5a\u304f\u307b\u3069\u77ed\u671f\u9593\u306e\u3046\u3061\u306b\u3001AI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u306f\u958b\u767a\u30b9\u30bf\u30c3\u30af\u306e\u4e0d\u53ef\u6b20\u306a\u4e00\u90e8\u3068\u306a\u308a\u3001\u958b\u767a\u8005\u306e\u6642\u9593\u306e\u4f7f\u3044\u65b9\u3084\u4ed5\u4e8b\u3078\u306e\u53d6\u308a\u7d44\u307f\u65b9\u3092\u6025\u901f\u306b\u5909\u5316\u3055\u305b\u3066\u3044\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306f\u3001\u30d0\u30b0\u3092\u3064\u3076\u3059\u3053\u3068\u3068\u306f\u5bfe\u7167\u7684\u306b\u3001\u30c7\u30b6\u30a4\u30f3\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3078\u3068\u30b7\u30d5\u30c8\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002\u307e\u3060\u59cb\u307e\u3063\u305f\u3070\u304b\u308a\u3067\u3059\u304c\u3001AI\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u958b\u767a\u8005\u306e\u6f5c\u5728\u80fd\u529b\u3092\u5f15\u304d\u51fa\u3059\u529b\u3092\u4e0e\u3048\u3066\u3044\u307e\u3059\u3002\u958b\u767a\u8005\u306e\u7686\u3055\u3093\u304cAI\u3092\u4f7f\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3092\u4f5c\u308b\u306e\u304b\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>The post <a href=\"https:\/\/github.blog\/ai-and-ml\/generative-ai\/how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\">How developers spend the time they save thanks to AI coding tools<\/a> appeared first on<a href=\"https:\/\/github.blog\"> The GitHub Blog<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GitHub Copilot \u3084\u305d\u306e\u4ed6\u306e AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0 \u30c4\u30fc\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u4ed5\u4e8b\u3092\u5909\u3048\u3001\u65e5\u3005\u306e\u904e\u3054\u3057\u65b9\u3092\u5909\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u958b\u767a\u8005\u306b\u805e\u304d\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"author":2109,"featured_media":4933,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"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":[152,28],"tags":[277,173],"coauthors":[162],"class_list":["post-4932","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-github-copilot","category-insights","tag-ai-ml","tag-generative-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b - GitHub\u30d6\u30ed\u30b0<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b\" \/>\n<meta property=\"og:description\" content=\"GitHub Copilot \u3084\u305d\u306e\u4ed6\u306e AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0 \u30c4\u30fc\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u4ed5\u4e8b\u3092\u5909\u3048\u3001\u65e5\u3005\u306e\u904e\u3054\u3057\u65b9\u3092\u5909\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u958b\u767a\u8005\u306b\u805e\u304d\u307e\u3057\u305f\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"GitHub\u30d6\u30ed\u30b0\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-15T07:30:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"tomokota\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"tomokota\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\"},\"author\":{\"name\":\"tomokota\",\"@id\":\"https:\/\/github.blog\/jp\/#\/schema\/person\/7801e74a234e0a6d7922ab479a6218dc\"},\"headline\":\"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b\",\"datePublished\":\"2024-11-15T07:30:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\"},\"wordCount\":125,\"image\":{\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630\",\"keywords\":[\"AI &amp; ML\",\"generative AI\"],\"articleSection\":[\"GitHub Copilot\",\"Insights\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\",\"url\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\",\"name\":\"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b - GitHub\u30d6\u30ed\u30b0\",\"isPartOf\":{\"@id\":\"https:\/\/github.blog\/jp\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630\",\"datePublished\":\"2024-11-15T07:30:47+00:00\",\"author\":{\"@id\":\"https:\/\/github.blog\/jp\/#\/schema\/person\/7801e74a234e0a6d7922ab479a6218dc\"},\"breadcrumb\":{\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage\",\"url\":\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630\",\"contentUrl\":\"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630\",\"width\":1200,\"height\":630},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/github.blog\/jp\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/github.blog\/jp\/#website\",\"url\":\"https:\/\/github.blog\/jp\/\",\"name\":\"GitHub\u30d6\u30ed\u30b0\",\"description\":\"\u88fd\u54c1\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3084\u958b\u767a\u306b\u95a2\u3059\u308b\u30a2\u30a4\u30c7\u30a3\u30a2\u3084\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7686\u3055\u3093\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u767a\u4fe1\u3057\u307e\u3059\u3002\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/github.blog\/jp\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/github.blog\/jp\/#\/schema\/person\/7801e74a234e0a6d7922ab479a6218dc\",\"name\":\"tomokota\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/956ea2b792fa8577ae271729cccae2d338be2fb17ff928ff517892ab125d3d04?s=96&d=mm&r=g1cd54adb51b368ddd9aab5c3580bf6a4\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/956ea2b792fa8577ae271729cccae2d338be2fb17ff928ff517892ab125d3d04?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/956ea2b792fa8577ae271729cccae2d338be2fb17ff928ff517892ab125d3d04?s=96&d=mm&r=g\",\"caption\":\"tomokota\"},\"sameAs\":[\"tomokota\"],\"url\":\"https:\/\/github.blog\/jp\/author\/tomokota\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b - GitHub\u30d6\u30ed\u30b0","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/","og_locale":"en_US","og_type":"article","og_title":"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b","og_description":"GitHub Copilot \u3084\u305d\u306e\u4ed6\u306e AI \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0 \u30c4\u30fc\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u4ed5\u4e8b\u3092\u5909\u3048\u3001\u65e5\u3005\u306e\u904e\u3054\u3057\u65b9\u3092\u5909\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u958b\u767a\u8005\u306b\u805e\u304d\u307e\u3057\u305f\u3002","og_url":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/","og_site_name":"GitHub\u30d6\u30ed\u30b0","article_published_time":"2024-11-15T07:30:47+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630","type":"image\/png"}],"author":"tomokota","twitter_card":"summary_large_image","twitter_misc":{"Written by":"tomokota","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#article","isPartOf":{"@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/"},"author":{"name":"tomokota","@id":"https:\/\/github.blog\/jp\/#\/schema\/person\/7801e74a234e0a6d7922ab479a6218dc"},"headline":"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b","datePublished":"2024-11-15T07:30:47+00:00","mainEntityOfPage":{"@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/"},"wordCount":125,"image":{"@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630","keywords":["AI &amp; ML","generative AI"],"articleSection":["GitHub Copilot","Insights"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/","url":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/","name":"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b - GitHub\u30d6\u30ed\u30b0","isPartOf":{"@id":"https:\/\/github.blog\/jp\/#website"},"primaryImageOfPage":{"@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage"},"image":{"@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630","datePublished":"2024-11-15T07:30:47+00:00","author":{"@id":"https:\/\/github.blog\/jp\/#\/schema\/person\/7801e74a234e0a6d7922ab479a6218dc"},"breadcrumb":{"@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#primaryimage","url":"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630","contentUrl":"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630","width":1200,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/github.blog\/jp\/2024-11-15-how-developers-spend-the-time-they-save-thanks-to-ai-coding-tools\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/github.blog\/jp\/"},{"@type":"ListItem","position":2,"name":"\u958b\u767a\u8005\u306fAI\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u3067\u7bc0\u7d04\u3057\u305f\u6642\u9593\u3092\u3069\u3046\u4f7f\u3046\u304b"}]},{"@type":"WebSite","@id":"https:\/\/github.blog\/jp\/#website","url":"https:\/\/github.blog\/jp\/","name":"GitHub\u30d6\u30ed\u30b0","description":"\u88fd\u54c1\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3084\u958b\u767a\u306b\u95a2\u3059\u308b\u30a2\u30a4\u30c7\u30a3\u30a2\u3084\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7686\u3055\u3093\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u767a\u4fe1\u3057\u307e\u3059\u3002","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/github.blog\/jp\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/github.blog\/jp\/#\/schema\/person\/7801e74a234e0a6d7922ab479a6218dc","name":"tomokota","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/956ea2b792fa8577ae271729cccae2d338be2fb17ff928ff517892ab125d3d04?s=96&d=mm&r=g1cd54adb51b368ddd9aab5c3580bf6a4","url":"https:\/\/secure.gravatar.com\/avatar\/956ea2b792fa8577ae271729cccae2d338be2fb17ff928ff517892ab125d3d04?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/956ea2b792fa8577ae271729cccae2d338be2fb17ff928ff517892ab125d3d04?s=96&d=mm&r=g","caption":"tomokota"},"sameAs":["tomokota"],"url":"https:\/\/github.blog\/jp\/author\/tomokota\/"}]}},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/github.blog\/jp\/wp-content\/uploads\/sites\/2\/2024\/11\/AI-DarkMode-3-1.png?fit=1200%2C630","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pasZHI-1hy","_links":{"self":[{"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/posts\/4932","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/users\/2109"}],"replies":[{"embeddable":true,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/comments?post=4932"}],"version-history":[{"count":3,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/posts\/4932\/revisions"}],"predecessor-version":[{"id":4936,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/posts\/4932\/revisions\/4936"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/media\/4933"}],"wp:attachment":[{"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/media?parent=4932"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/categories?post=4932"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/tags?post=4932"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/github.blog\/jp\/wp-json\/wp\/v2\/coauthors?post=4932"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}