{"id":142,"date":"2026-04-09T08:00:00","date_gmt":"2026-04-08T23:00:00","guid":{"rendered":"https:\/\/classlab.co.jp\/engineer\/blog\/ai-native-small-team-2\/"},"modified":"2026-04-09T08:00:00","modified_gmt":"2026-04-08T23:00:00","slug":"ai-native-small-team-2","status":"publish","type":"post","link":"https:\/\/classlab.co.jp\/engineer\/blog\/ai-native-small-team-2\/","title":{"rendered":"10\u540d\u672a\u6e80\u30677\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u56de\u3059AI\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u306e\u4ed5\u7d44\u307f"},"content":{"rendered":"<blockquote>\n<p>ClassLab Engineering \u306e Dev \u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u304c\u57f7\u7b46\u3057\u307e\u3057\u305f\u3002<\/p>\n<\/blockquote>\n<p>*\u3053\u306e\u8a18\u4e8b\u306f\u3001AI\u99c6\u52d5\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3084\u30c1\u30fc\u30e0\u751f\u7523\u6027\u306e\u5411\u4e0a\u306b\u8208\u5473\u304c\u3042\u308b\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u30fbEM\u5411\u3051\u3067\u3059\u3002*<\/p>\n<h2>1. \u80cc\u666f<\/h2>\n<p>ClassLab \u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306f10\u540d\u672a\u6e80\u3067\u3059\u3002\u3053\u306e\u5c11\u4eba\u6570\u3067\u3001\u30e9\u30a4\u30d5\u30e9\u30a4\u30f3\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3001AI\u7814\u4fee\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u4e0d\u52d5\u7523\u30a2\u30d7\u30ea\u3001\u696d\u52d9\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u7fa4\u306a\u3069\u30017\u3064\u4ee5\u4e0a\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u958b\u767a\u30fb\u904b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u4eba\u304c\u8db3\u308a\u306a\u3044\u300d\u306f\u5e38\u306b\u3042\u308b\u72b6\u614b\u3067\u3059\u3002\u3057\u304b\u3057\u63a1\u7528\u3092\u5f85\u3064\u3060\u3051\u3067\u306f\u4e8b\u696d\u306e\u30b9\u30d4\u30fc\u30c9\u306b\u3064\u3044\u3066\u3044\u3051\u307e\u305b\u3093\u3002\u79c1\u305f\u3061\u304c\u9078\u3093\u3060\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001<strong>AI\u30c4\u30fc\u30eb\u3092\u5168\u54e1\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u3046\u3053\u3068\u3067\u3001\u500b\u4eba\u306e\u751f\u7523\u6027\u3092\u5f15\u304d\u4e0a\u3052\u308b<\/strong>\u3053\u3068\u3067\u3057\u305f\u3002<\/p>\n<p>Claude Code\u3068GitHub Copilot\u306e\u5168\u54e1\u5c0e\u5165\u306f\u3001\u300c\u4e00\u90e8\u306e\u30e1\u30f3\u30d0\u30fc\u304c\u8a66\u3057\u3066\u3044\u308b\u300d\u6bb5\u968e\u3092\u8d85\u3048\u3001<strong>\u30c1\u30fc\u30e0\u5168\u4f53\u306e\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u3080<\/strong>\u3053\u3068\u3067\u521d\u3081\u3066\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u4ed5\u7d44\u307f\u3092\u5171\u6709\u3057\u307e\u3059\u3002<\/p>\n<h2>2. \u8ab2\u984c<\/h2>\n<p>| \u8ab2\u984c | \u5f71\u97ff | \u5b9a\u91cf\u30c7\u30fc\u30bf |<br \/>\n|&#8212;&#8212;|&#8212;&#8212;|&#8212;&#8212;&#8212;&#8211;|<br \/>\n| \u30a8\u30f3\u30b8\u30cb\u30a2\u4e0d\u8db3 | \u30d7\u30ed\u30c0\u30af\u30c8\u3042\u305f\u308a1-2\u540d\u3057\u304b\u30a2\u30b5\u30a4\u30f3\u3067\u304d\u306a\u3044 | 7\u30d7\u30ed\u30c0\u30af\u30c8 \/ 10\u540d\u672a\u6e80 |<br \/>\n| \u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af | \u30ec\u30d3\u30e5\u30fc\u5f85\u3061\u3067PR\u304c\u6ede\u7559 | \u7279\u5b9a\u30e1\u30f3\u30d0\u30fc\u306b\u96c6\u4e2d |<br \/>\n| \u591a\u8a00\u8a9e\u5bfe\u5fdc | PHP\/TS\/Python\/Dart\/Apex\u5168\u3066\u306b\u7cbe\u901a\u3059\u308b\u4eba\u304c\u3044\u306a\u3044 | 6\u8a00\u8a9e\u304c\u793e\u5185\u306b\u5171\u5b58 |<br \/>\n| \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4e0d\u8db3 | \u958b\u767a\u306b\u8ffd\u308f\u308c\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u5f8c\u56de\u3057 | \u6697\u9ed9\u77e5\u304c\u5897\u52a0 |<br \/>\n| \u30c6\u30b9\u30c8\u306e\u624b\u8584\u3055 | \u30c6\u30b9\u30c8\u3092\u66f8\u304f\u6642\u9593\u304c\u306a\u3044 | \u30ab\u30d0\u30ec\u30c3\u30b8\u306b\u3070\u3089\u3064\u304d |<br \/>\n| \u969c\u5bb3\u5bfe\u5fdc\u306e\u5c5e\u4eba\u6027 | \u7279\u5b9a\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u969c\u5bb3\u5bfe\u5fdc\u304c\u7279\u5b9a\u30e1\u30f3\u30d0\u30fc\u306b\u4f9d\u5b58 | \u6df1\u591c\u30fb\u4f11\u65e5\u5bfe\u5fdc\u306e\u30ea\u30b9\u30af |<\/p>\n<h2>3. \u8a2d\u8a08\uff08AI\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u30d7\u30ed\u30bb\u30b9\uff09<\/h2>\n<h3>\u958b\u767a\u30d5\u30ed\u30fc\u3078\u306e\u7d44\u307f\u8fbc\u307f<\/h3>\n<p>AI\u30c4\u30fc\u30eb\u3092\u300c\u4fbf\u5229\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u300d\u3067\u306f\u306a\u304f\u300c\u6a19\u6e96\u30d7\u30ed\u30bb\u30b9\u306e\u4e00\u90e8\u300d\u3068\u3057\u3066\u7d44\u307f\u8fbc\u307f\u307e\u3057\u305f\u3002<\/p>\n<pre><code class=\"language-mermaid\">flowchart LR\n    PLAN[\u8a2d\u8a08&lt;br\/&gt;Claude Code] --&gt; CODE[\u5b9f\u88c5&lt;br\/&gt;GitHub Copilot]\n    CODE --&gt; REVIEW[\u30ec\u30d3\u30e5\u30fc&lt;br\/&gt;Claude Code]\n    REVIEW --&gt; TEST[\u30c6\u30b9\u30c8\u751f\u6210&lt;br\/&gt;Claude Code]\n    TEST --&gt; DOC[\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8&lt;br\/&gt;Claude Code]\n    DOC --&gt; DEPLOY[\u30c7\u30d7\u30ed\u30a4]<\/code><\/pre>\n<h3>\u30c4\u30fc\u30eb\u9078\u5b9a\u3068\u4f7f\u3044\u5206\u3051<\/h3>\n<p>| \u30d5\u30a7\u30fc\u30ba | \u30c4\u30fc\u30eb | \u4f7f\u3044\u65b9 |<br \/>\n|&#8212;&#8212;&#8212;|&#8212;&#8212;&#8211;|&#8212;&#8212;&#8211;|<br \/>\n| \u8a2d\u8a08 | Claude Code | \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3001\u6280\u8853\u9078\u5b9a\u306e\u58c1\u6253\u3061 |<br \/>\n| \u5b9f\u88c5 | GitHub Copilot | \u30a4\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30c9\u88dc\u5b8c\u3001\u30dc\u30a4\u30e9\u30fc\u30d7\u30ec\u30fc\u30c8\u751f\u6210 |<br \/>\n| \u30ec\u30d3\u30e5\u30fc | Claude Code | \u30b3\u30fc\u30c9\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u6790 |<br \/>\n| \u30c6\u30b9\u30c8 | Claude Code | \u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u751f\u6210\u3001\u30ab\u30d0\u30ec\u30c3\u30b8\u5411\u4e0a |<br \/>\n| \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 | Claude Code | API\u4ed5\u69d8\u66f8\u3001ADR\u3001README\u306e\u751f\u6210 |<br \/>\n| \u30c7\u30d0\u30c3\u30b0 | \u4e21\u65b9 | Copilot\u3067\u30ed\u30b0\u5206\u6790\u3001Claude Code\u3067\u4eee\u8aac\u691c\u8a3c |<\/p>\n<h3>AI\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u5224\u65ad\u57fa\u6e96<\/h3>\n<p>\u3059\u3079\u3066\u306e\u958b\u767a\u30bf\u30b9\u30af\u306bAI\u3092\u4f7f\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306e\u57fa\u6e96\u3067\u4f7f\u3044\u5206\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>| AI\u304c\u52b9\u679c\u7684\u306a\u5834\u9762 | \u4eba\u9593\u304c\u512a\u5148\u3059\u308b\u5834\u9762 |<br \/>\n|&#8212;&#8212;&#8212;&#8212;&#8212;-|&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;|<br \/>\n| \u30dc\u30a4\u30e9\u30fc\u30d7\u30ec\u30fc\u30c8\u30b3\u30fc\u30c9\u306e\u751f\u6210 | \u30c9\u30e1\u30a4\u30f3\u30ed\u30b8\u30c3\u30af\u306e\u8a2d\u8a08\u5224\u65ad |<br \/>\n| \u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u7db2\u7f85\u7684\u306a\u6d17\u3044\u51fa\u3057 | \u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306e\u89e3\u91c8 |<br \/>\n| \u4e0d\u6163\u308c\u306a\u8a00\u8a9e\u3067\u306e\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc | \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u6700\u7d42\u5224\u65ad |<br \/>\n| \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8349\u6848\u751f\u6210 | \u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u8a2d\u8a08 |<br \/>\n| \u30c7\u30d0\u30c3\u30b0\u6642\u306e\u539f\u56e0\u4eee\u8aac\u751f\u6210 | \u969c\u5bb3\u5bfe\u5fdc\u306e\u512a\u5148\u5ea6\u5224\u65ad |<\/p>\n<p>\u3053\u306e\u4f7f\u3044\u5206\u3051\u304c\u660e\u78ba\u3067\u306a\u3044\u3068\u3001\u300cAI\u306b\u4efb\u305b\u305f\u304b\u3089\u5927\u4e08\u592b\u300d\u3068\u3044\u3046\u904e\u4fe1\u3084\u3001\u300cAI\u306f\u4fe1\u7528\u3067\u304d\u306a\u3044\u300d\u3068\u3044\u3046\u904e\u5ea6\u306a\u4e0d\u4fe1\u304c\u751f\u307e\u308c\u307e\u3059\u3002<\/p>\n<h3>\u5168\u54e1\u5c0e\u5165\u306e\u305f\u3081\u306e3\u3064\u306e\u5de5\u592b<\/h3>\n<p><strong>1. \u8a2d\u5b9a\u306e\u6a19\u6e96\u5316<\/strong><\/p>\n<p>\u5404\u30ea\u30dd\u30b8\u30c8\u30ea\u306b<code>CLAUDE.md<\/code>\u3092\u914d\u7f6e\u3057\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u56fa\u6709\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u3001\u30c7\u30d7\u30ed\u30a4\u624b\u9806\uff09\u3092AI\u306b\u5171\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3069\u306e\u30e1\u30f3\u30d0\u30fc\u304c\u3069\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u53d6\u308a\u7d44\u3093\u3067\u3082\u3001AI\u304c\u540c\u3058\u54c1\u8cea\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p><strong>2. \u6210\u679c\u306e\u53ef\u8996\u5316<\/strong><\/p>\n<p>AI\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u306e\u6210\u679c\u3092\u5b9a\u91cf\u7684\u306b\u8a08\u6e2c\u3057\u3001\u30c1\u30fc\u30e0\u5185\u3067\u5171\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u300cAI\u3092\u4f7f\u3063\u305f\u3089\u901f\u304f\u306a\u3063\u305f\u300d\u3067\u306f\u306a\u304f\u300cPR\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u304c\u4f55%\u77ed\u7e2e\u3055\u308c\u305f\u300d\u3068\u3044\u3046\u5177\u4f53\u7684\u306a\u6570\u5024\u3067\u52b9\u679c\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u61d0\u7591\u7684\u3060\u3063\u305f\u30e1\u30f3\u30d0\u30fc\u3082\u81ea\u7136\u306b\u4f7f\u3044\u59cb\u3081\u307e\u3057\u305f\u3002<\/p>\n<p><strong>3. \u6bb5\u968e\u7684\u306a\u5c0e\u5165<\/strong><\/p>\n<p>\u6700\u521d\u304b\u3089\u3059\u3079\u3066\u306e\u30d5\u30a7\u30fc\u30ba\u3067AI\u3092\u4f7f\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u6700\u3082\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3060\u3063\u305f\u300c\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u300d\u304b\u3089\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u30ec\u30d3\u30e5\u30fc\u5f85\u3061\u306e\u89e3\u6d88\u3068\u3044\u3046\u76ee\u306b\u898b\u3048\u308b\u52b9\u679c\u304c\u51fa\u305f\u3053\u3068\u3067\u3001\u4ed6\u306e\u30d5\u30a7\u30fc\u30ba\u3078\u306e\u5c55\u958b\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u307f\u307e\u3057\u305f\u3002<\/p>\n<h2>4. \u5b9f\u88c5\uff08\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\uff09<\/h2>\n<h3>\u4e8b\u4f8b1: \u4e0d\u6163\u308c\u306a\u8a00\u8a9e\u3067\u306e\u30ec\u30d3\u30e5\u30fc<\/h3>\n<p>Flutter\u306e\u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u304c\u3067\u304d\u308b\u30e1\u30f3\u30d0\u30fc\u306f\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002Claude Code\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08<code>CLAUDE.md<\/code> + \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\uff09\u3092\u6e21\u3059\u3053\u3068\u3067\u3001\u8a00\u8a9e\u306e\u58c1\u3092\u8d85\u3048\u305f\u30ec\u30d3\u30e5\u30fc\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3082\u3061\u308d\u3093\u3001AI\u30ec\u30d3\u30e5\u30fc\u3060\u3051\u3067\u5b8c\u7d50\u3055\u305b\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u304c\u691c\u51fa\u3057\u305f\u554f\u984c\u3092\u30d9\u30fc\u30b9\u306b\u3001\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3092\u6301\u3064\u30e1\u30f3\u30d0\u30fc\u304c\u6700\u7d42\u5224\u65ad\u3092\u884c\u3044\u307e\u3059\u3002<strong>AI\u306f\u300c\u7b2c\u4e00\u30ec\u30d3\u30e5\u30a2\u30fc\u300d\u3001\u4eba\u9593\u306f\u300c\u6700\u7d42\u30ec\u30d3\u30e5\u30a2\u30fc\u300d<\/strong>\u3068\u3044\u3046\u5f79\u5272\u5206\u62c5\u3067\u3059\u3002<\/p>\n<h3>\u4e8b\u4f8b2: \u30c6\u30b9\u30c8\u751f\u6210\u306b\u3088\u308b\u54c1\u8cea\u5e95\u4e0a\u3052<\/h3>\n<p>\u30c6\u30b9\u30c8\u306e\u624b\u8584\u3055\u304c\u8ab2\u984c\u3060\u3063\u305f\u30d7\u30ed\u30c0\u30af\u30c8\u3067\u3001Claude Code\u306b\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u751f\u6210\u3092\u4f9d\u983c\u3057\u307e\u3057\u305f\u3002\u65e2\u5b58\u30b3\u30fc\u30c9\u306e\u5165\u51fa\u529b\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u6790\u3057\u3001\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u3092\u542b\u3080\u30c6\u30b9\u30c8\u3092\u81ea\u52d5\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001<strong>\u751f\u6210\u3055\u308c\u305f\u30c6\u30b9\u30c8\u3092\u305d\u306e\u307e\u307e\u4f7f\u308f\u306a\u3044\u3053\u3068<\/strong>\u3067\u3059\u3002AI \u304c\u751f\u6210\u3057\u305f\u30c6\u30b9\u30c8\u306f\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306e\u610f\u56f3\u3092\u6b63\u78ba\u306b\u53cd\u6620\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u751f\u6210\u3055\u308c\u305f\u30c6\u30b9\u30c8\u3092\u51fa\u767a\u70b9\u3068\u3057\u3066\u3001\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u610f\u56f3\u3092\u78ba\u8a8d\u30fb\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n<h3>\u4e8b\u4f8b3: \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u81ea\u52d5\u751f\u6210<\/h3>\n<p>\u958b\u767a\u306b\u8ffd\u308f\u308c\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u5f8c\u56de\u3057\u306b\u306a\u308b\u554f\u984c\u306b\u5bfe\u3057\u3001\u30b3\u30fc\u30c9\u306e\u5909\u66f4\u3092\u30c8\u30ea\u30ac\u30fc\u306bClaude Code\u3067ADR\uff08Architecture Decision Records\uff09\u3084API\u4ed5\u69d8\u66f8\u306e\u8349\u6848\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u8349\u6848\u751f\u6210\u2192\u4eba\u9593\u30ec\u30d3\u30e5\u30fc\u2192\u30de\u30fc\u30b8\u3068\u3044\u3046\u30d5\u30ed\u30fc\u3067\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u9bae\u5ea6\u3092\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u4e8b\u4f8b4: PR\u30ec\u30d3\u30e5\u30fc\u306e\u81ea\u52d5\u30c8\u30ea\u30a2\u30fc\u30b8<\/h3>\n<p>PR\u304c\u4f5c\u6210\u3055\u308c\u308b\u3068\u3001\u5909\u66f4\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u30ec\u30d3\u30e5\u30fc\u306e\u512a\u5148\u5ea6\u3068\u7126\u70b9\u3092\u81ea\u52d5\u5224\u5b9a\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u306e\u30b3\u30fc\u30c9\u5909\u66f4\uff08\u8a8d\u8a3c\u30fb\u6697\u53f7\u5316\u30fb\u5165\u529b\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\uff09\u304c\u542b\u307e\u308c\u308bPR\u306f\u81ea\u52d5\u7684\u306b\u300c\u8981\u4eba\u9593\u30ec\u30d3\u30e5\u30fc\u300d\u306b\u30d5\u30e9\u30b0\u304c\u7acb\u3061\u3001UI\u306e\u8efd\u5fae\u306a\u5909\u66f4\u306f AI\u30ec\u30d3\u30e5\u30fc\u3067\u5b8c\u7d50\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30fc\u6642\u9593\u3092\u672c\u5f53\u306b\u5fc5\u8981\u306aPR\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3>\u4e8b\u4f8b5: \u969c\u5bb3\u5bfe\u5fdc\u3067\u306eAI\u6d3b\u7528<\/h3>\n<p>\u672c\u756a\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u969b\u3001Claude Code\u306b\u30a8\u30e9\u30fc\u30ed\u30b0\u3068\u30b9\u30bf\u30c3\u30af\u30c8\u30ec\u30fc\u30b9\u3092\u6e21\u3057\u3066\u539f\u56e0\u4eee\u8aac\u3092\u751f\u6210\u3055\u305b\u3001\u8abf\u67fb\u306e\u521d\u52d5\u3092\u9ad8\u901f\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u6df1\u591c\u3084\u4f11\u65e5\u306e\u969c\u5bb3\u3067\u306f\u3001\u5bfe\u5fdc\u8005\u304c\u5f53\u8a72\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u5c02\u9580\u5bb6\u3067\u306a\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u5834\u5408\u3067\u3082\u3001AI\u304c\u300c\u3053\u306e\u30a8\u30e9\u30fc\u30d1\u30bf\u30fc\u30f3\u306f\u3053\u306e\u7b87\u6240\u3067\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u3067\u3001\u5fa9\u65e7\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u3084\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u3053\u3068<\/h3>\n<p>AI\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u306e\u5c0e\u5165\u3067\u5b66\u3093\u3060\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>AI\u306e\u51fa\u529b\u3092\u7121\u691c\u8a3c\u3067\u672c\u756a\u6295\u5165<\/strong>: \u7279\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u306e\u30b3\u30fc\u30c9\u306f\u5fc5\u305a\u4eba\u9593\u304c\u30ec\u30d3\u30e5\u30fc\u3059\u308b<\/li>\n<li><strong>AI\u306b\u300c\u5168\u90e8\u4efb\u305b\u308b\u300d\u59ff\u52e2<\/strong>: \u8a2d\u8a08\u5224\u65ad\u3084\u30c9\u30e1\u30a4\u30f3\u30ed\u30b8\u30c3\u30af\u306e\u6700\u7d42\u8cac\u4efb\u306f\u4eba\u9593\u304c\u6301\u3064<\/li>\n<li><strong>\u30c4\u30fc\u30eb\u306e\u5f37\u5236<\/strong>: \u5404\u81ea\u304c\u6700\u3082\u751f\u7523\u6027\u304c\u4e0a\u304c\u308b\u4f7f\u3044\u65b9\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u91cd\u8981<\/li>\n<h2>5. \u7d50\u679c\uff08\u6570\u5024\uff09<\/h2>\n<p>| \u6307\u6a19 | Before | After | \u6539\u5584\u7387 |<br \/>\n|&#8212;&#8212;|&#8212;&#8212;&#8211;|&#8212;&#8212;-|&#8212;&#8212;&#8211;|<br \/>\n| PR\u30ec\u30d3\u30e5\u30fc\u306e\u5e73\u5747\u5f85\u3061\u6642\u9593 | 1-2\u55b6\u696d\u65e5 | \u5f53\u65e5\u4e2d | \u5927\u5e45\u77ed\u7e2e |<br \/>\n| 1\u4eba\u3042\u305f\u308a\u306e\u6708\u9593PR\u6570 | \u7d0415\u4ef6 | \u7d0425\u4ef6 | +67% |<br \/>\n| \u30c6\u30b9\u30c8\u30ab\u30d0\u30ec\u30c3\u30b8\uff08\u4e3b\u8981\u30d7\u30ed\u30c0\u30af\u30c8\u5e73\u5747\uff09 | \u7d0440% | \u7d0470%\uff08\u30d0\u30b0\u691c\u51fa\u7387\u3082\u4f75\u305b\u3066\u8a08\u6e2c\uff09 | +30pt |<br \/>\n| \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u66f4\u65b0\u983b\u5ea6 | \u67081\u56de\u7a0b\u5ea6 | \u30b3\u30fc\u30c9\u5909\u66f4\u3054\u3068 | \u5927\u5e45\u5897\u52a0 |<br \/>\n| \u65b0\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u521d\u671f\u5b9f\u88c5\u671f\u9593 | 4-6\u9031\u9593 | 2-3\u9031\u9593 | -50% |<\/p>\n<h2>6. \u5c55\u671b<\/h2>\n<h3>\u6b21\u306b\u53d6\u308a\u7d44\u3080\u8ab2\u984c<\/h3>\n<ul>\n<li><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u81ea\u52d5\u5316<\/strong>: \u4f9d\u5b58\u95a2\u4fc2\u306e\u66f4\u65b0\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u9069\u7528\u3001\u5b9a\u671f\u7684\u306a\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u59d4\u4efb\u3059\u308b\u57fa\u76e4\u3002\u6b21\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u4e00\u7dd2\u306b\u8a2d\u8a08\u3057\u305f\u3044\u9818\u57df\u3067\u3059<\/li>\n<li><strong>\u7d44\u7e54\u77e5\u306eAI\u53c2\u7167\u57fa\u76e4<\/strong>: ADR\uff08Architecture Decision Records\uff09\u3092<code>CLAUDE.md<\/code>\u306b\u84c4\u7a4d\u3057\u3001\u65b0\u30e1\u30f3\u30d0\u30fc\u304c\u300c\u306a\u305c\u3053\u306e\u8a2d\u8a08\u306b\u3057\u305f\u306e\u304b\u300d\u3092AI\u306b\u805e\u3051\u308b\u74b0\u5883\u306e\u69cb\u7bc9\u3002\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u9ad8\u901f\u5316\u306e\u9375\u3067\u3059<\/li>\n<li><strong>\u52b9\u679c\u6e2c\u5b9a\u306e\u7cbe\u7dfb\u5316<\/strong>: A\/B\u30c6\u30b9\u30c8\u7684\u624b\u6cd5\u3067\u300c\u3069\u306e\u30d5\u30a7\u30fc\u30ba\u3067AI\u304c\u6700\u3082\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u304b\u300d\u3092\u30c7\u30fc\u30bf\u3067\u793a\u3057\u3001\u6295\u8cc7\u5224\u65ad\u3092\u5b9a\u91cf\u5316\u3059\u308b<\/li>\n<h3>\u95a2\u9023\u8a18\u4e8b<\/h3>\n<ul>\n<li><a href=\"\/engineer\/blog\/ai-driven-dev-team\/\">Claude Code\u3068GitHub Copilot\u3092\u5168\u54e1\u304c\u4f7f\u3046\u958b\u767a\u30c1\u30fc\u30e0\u306e\u5b9f\u614b<\/a> \u2014 \u5c0e\u5165\u521d\u671f\u306e\u8a73\u7d30<\/li>\n<li><a href=\"\/engineer\/blog\/tech-selection-freedom\/\">\u6280\u8853\u9078\u5b9a\u306e\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u7d44\u7e54\u3067\u4f55\u304c\u8d77\u304d\u308b\u304b<\/a> \u2014 \u591a\u8a00\u8a9e\u74b0\u5883\u3092AI\u3067\u652f\u3048\u308b\u80cc\u666f<\/li>\n<p>&#8212;<\/p>\n<h2>\u63a1\u7528\u60c5\u5831<\/h2>\n<p>ClassLab \u3067\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u5c11\u4eba\u6570\u3067\u5927\u304d\u306a\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u51fa\u3059\u958b\u767a\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u30fb\u30b7\u30cb\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\u3002AI\u99c6\u52d5\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u8a2d\u8a08\u304b\u3089\u53c2\u753b\u3067\u304d\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/findy-code.io\/companies\/994\">Findy\u3067\u30ab\u30b8\u30e5\u30a2\u30eb\u9762\u8ac7\u3059\u308b<\/a><\/li>\n<li><a href=\"https:\/\/classlab.co.jp\/engineer\/entry\/\">\u63a1\u7528\u60c5\u5831\u3092\u898b\u308b<\/a><\/li>\n<p>&#8212;<\/p>\n<blockquote>\n<p><strong>ClassLab Engineering<\/strong> \u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u304c\u57f7\u7b46\u3057\u307e\u3057\u305f\u3002<\/p>\n<\/blockquote>\n<p>><\/p>\n<blockquote>\n<p>ClassLab.\u3067\u306f\u3001\u4e00\u7dd2\u306b\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4f5c\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/blockquote>\n<blockquote>\n<p>\u30ab\u30b8\u30e5\u30a2\u30eb\u9762\u8ac7\u3082\u5927\u6b53\u8fce\u3067\u3059\uff01<\/p>\n<\/blockquote>\n<p>><\/p>\n<blockquote>\n<p><a href=\"https:\/\/findy-code.io\/companies\/2772\">Findy\u3067\u8a71\u3092\u805e\u304f<\/a> | <a href=\"https:\/\/classlab.co.jp\/engineer\/\">\u63a1\u7528\u60c5\u5831\u3092\u898b\u308b<\/a><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>10\u540d\u672a\u6e80\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30c1\u30fc\u30e0\u30677\u3064\u4ee5\u4e0a\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u958b\u767a\u30fb\u904b\u7528\u3059\u308b\u4ed5\u7d44\u307f\u3002Claude Code\u3068GitHub Copilot\u3092\u5168\u54e1\u304c\u4f7f\u3046AI\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u306e\u5b9f\u8df5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[8],"tags":[11,16,17,18],"class_list":["post-142","post","type-post","status-publish","format-standard","hentry","category-ai-dev","tag-ai","tag-claude-code","tag-github-copilot","tag-18"],"_links":{"self":[{"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/posts\/142","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/comments?post=142"}],"version-history":[{"count":0,"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/posts\/142\/revisions"}],"wp:attachment":[{"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/media?parent=142"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/categories?post=142"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/classlab.co.jp\/engineer\/blog\/wp-json\/wp\/v2\/tags?post=142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}