{"id":26324,"date":"2025-12-03T19:52:22","date_gmt":"2025-12-03T19:52:22","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=26324"},"modified":"2025-12-03T19:52:22","modified_gmt":"2025-12-03T19:52:22","slug":"ai%e3%81%a8%e3%83%90%e3%82%a4%e3%83%96%e3%82%b3%e3%83%bc%e3%83%87%e3%82%a3%e3%83%b3%e3%82%b0%e3%82%92%e5%ae%9f%e8%b7%b5%e3%81%97%e3%81%a6%e8%a6%8b%e3%81%88%e3%81%a6%e3%81%8f%e3%82%8b%e3%82%82%e3%81%ae","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/26324\/","title":{"rendered":"AI\u3068\u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u8df5\u3057\u3066\u898b\u3048\u3066\u304f\u308b\u3082\u306e &#8211; FURYU Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u3053\u306e\u8a18\u4e8b\u306f <a target=\"_blank\" href=\"https:\/\/qiita.com\/advent-calendar\/2025\/furyu\">2025 Furyu Advent Calendar<\/a> \u306e4\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\uff01<\/p>\n<p>\u307f\u306a\u3055\u3093\u3001\u3053\u3093\u306b\u3061\u306f\u3002<br \/>\u90e8\u7f72\u304c\u8272\u3005\u5909\u308f\u3063\u3066\u3001\u4eca\u306f\u30d7\u30ea\u30f3\u30c8\u30b7\u30fc\u30eb\u6a5f\u4e8b\u696d\u90e8\u306b\u6240\u5c5e\u3057\u3066\u3044\u308b\u76db\u5ca1\u3067\u3059\u3002<\/p>\n<p>\u307f\u306a\u3055\u3093\u306fAI\u3092\u4f7f\u3063\u3066\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u304b\uff1f<br \/>\u4e16\u9593\u3067\u306f\u300c\u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\uff08Vibe Coding\uff09\u300d\u304c\u5e83\u304f\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u79c1\u3082\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u305f\u306e\u3067\u3001\u305d\u306e\u96d1\u611f\u3092\u307e\u3068\u3081\u3066\u307f\u307e\u3059\u3002<\/p>\n<h2 id=\"\u7d4c\u7def\u3068\u4eca\u56de\u306e\u53d6\u308a\u7d44\u307f\">\u7d4c\u7def\u3068\u4eca\u56de\u306e\u53d6\u308a\u7d44\u307f<\/h2>\n<ul>\n<li>\u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306b\u6210\u679c\u7269\u3092\u4f5c\u3063\u3066\u307f\u305f<\/li>\n<li>\u73fe\u6642\u70b9\u3067\u306f \u201c\u6b63\u3057\u3044\u4f7f\u3044\u65b9\u201d \u306f\u81ea\u5206\u306e\u4e2d\u3067\u3082\u56fa\u307e\u308a\u304d\u3063\u3066\u3044\u306a\u3044<\/li>\n<li>\u30bf\u30fc\u30df\u30ca\u30eb\u304b\u3089\u6307\u793a\u3092\u51fa\u3059\u3001\u30a2\u30b7\u30b9\u30c8\u578b\u306eAI\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3001\u30bc\u30ed\u304b\u3089\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7acb\u3061\u4e0a\u3052<\/li>\n<\/ul>\n<p>\u300c\u3068\u308a\u3042\u3048\u305a\u89e6\u3063\u3066\u307f\u3066\u3001\u3069\u3053\u307e\u3067\u3044\u3051\u308b\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u63a2\u7d22\u7684\u306a\u4f4d\u7f6e\u3065\u3051\u3067\u3059\u3002<\/p>\n<h2 id=\"1-\u4ed5\u69d8\u306e\u6574\u5408\">1. \u4ed5\u69d8\u306e\u6574\u5408<\/h2>\n<p>\u307e\u305a\u306f\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u3001\u5b9f\u88c5\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089AI\u306b\u4efb\u305b\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4f7f\u7528\u6280\u8853\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059(\u304c\u3001\u4eca\u56de\u306e\u8a18\u4e8b\u306b\u307b\u307c\u5f71\u97ff\u306f\u3042\u308a\u307e\u305b\u3093)<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">\u8a00\u8a9e : Python\nWeb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af : Flask\n\u30d5\u30ed\u30f3\u30c8\uff1aReact<\/pre>\n<p>\u307e\u305a\u306fAI\u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u6307\u793a\u3092\u51fa\u3057\u3001\u6700\u521d\u306e \u201cHello World\u201d \u3092\u542b\u3080\u6700\u5c0f\u9650\u306e\u30a2\u30d7\u30ea\u3092\u751f\u6210\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<br \/>\u305d\u306e\u3046\u3048\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u4ed5\u69d8\u66f8\u3084ADR\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u985e\u3082AI\u306b\u4f5c\u6210\u3055\u305b\u3001 <strong>AI\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5186\u6ed1\u306b\u306a\u308b\u3088\u3046\u306b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u6574\u5099\u3059\u308b<\/strong> \u65b9\u91dd\u3092\u53d6\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><a target=\"_blank\" href=\"http:\/\/f.hatena.ne.jp\/furyu-tech\/20251204000007\" class=\"hatena-fotolife\" itemprop=\"url\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/furyu-tech\/20251204\/20251204000007.png\" width=\"620\" height=\"358\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" style=\"width:300px\" itemprop=\"image\"\/><\/a><\/span><\/p>\n<p>\u4ed5\u69d8\u3092\u660e\u78ba\u306b\u8a18\u8ff0\u3057\u306a\u304c\u3089\u9032\u3081\u3066\u3044\u304f\u30b9\u30bf\u30a4\u30eb\u306f\u3001\u3069\u3061\u3089\u304b\u3068\u3044\u3046\u3068\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u7684\u306b\u3082\u898b\u3048\u307e\u3059\u304c\u3001AI\u306b\u6b63\u3057\u304f\u610f\u56f3\u3092\u4f1d\u3048\u308b\u305f\u3081\u306b\u306f\u3001\u521d\u671f\u306e\u60c5\u5831\u6574\u7406\u306f\u5fc5\u8981\u305d\u3046\u3067\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">\u4eca\u56de\u751f\u6210\u3055\u308c\u305f\u6210\u679c\u7269\n- \u6700\u4f4e\u9650\u52d5\u4f5c\u3059\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\n- \u57fa\u672c\u7684\u306a\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\n- \u5404\u7a2e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u4ed5\u69d8\u66f8 \/ ADR \u306a\u3069)<\/pre>\n<h2 id=\"2-\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3078\u306e\u6ce8\u529b\">2. \u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3078\u306e\u6ce8\u529b<\/h2>\n<p>AI\u306e\u5b9f\u88c5\u529b\u306f\u9ad8\u304f\u3001\u4f9d\u983c\u5185\u5bb9\u304c\u9069\u5207\u3067\u3042\u308c\u3070\u3069\u3093\u3069\u3093\u5b9f\u88c5\u304c\u9032\u307f\u307e\u3059\u3002<br \/>\u305f\u3060\u3001\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u69cb\u6210\u306e\u898b\u76f4\u3057\u306a\u3069\u5b9f\u65bd\u3057\u306a\u3044\u3068\u30b3\u30fc\u30c9\u306e\u65ad\u7247\u5316\u3084DRY\u539f\u5247\u9055\u53cd\u304c\u898b\u53d7\u3051\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u3042\u305f\u308a\u3067\u3001\u8a2d\u8a08\u306e\u898b\u76f4\u3057\u3084\u30c6\u30b9\u30c8\u5c0e\u5165\u306b\u5c11\u3057\u5de5\u6570\u3092\u53d6\u3063\u3066\u5b9f\u65bd\u3057\u3066\u307f\u308b\u3053\u3068\u3068\u306a\u308a\u307e\u3059\u3002<br \/>DRY\u3067\u306f\u306a\u304f\u3066\u3082\u3001AI\u306a\u3089\u4f55\u3068\u304b\u3057\u3066\u304f\u308c\u308b\u304b\u3068\u601d\u3063\u3066\u307e\u3057\u305f\u304c\u3001AI\u304c\u8a70\u307e\u3063\u3066\u3057\u307e\u3063\u305f\u308a\u610f\u56f3\u3057\u306a\u3044\u52d5\u4f5c\u3092\u751f\u307f\u51fa\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u306a\u308b\u306e\u3067\u3001\u9069\u5ea6\u306b\u5b9f\u65bd\u3057\u305f\u65b9\u304c\u52b9\u7387\u306f\u4e0a\u304c\u308a\u305d\u3046\u306a\u5370\u8c61\u3067\u3057\u305f\u3002<\/p>\n<p>\u30b3\u30fc\u30c9\u306e\u4fdd\u5b88\u6027\u3084\u8ca0\u50b5\u306b\u3064\u3044\u3066\u610f\u8b58\u3057\u59cb\u3081\u308b\u30d5\u30a7\u30fc\u30ba\u3067\u3059\u3002\u4f5c\u696d\u306e\u30b9\u30d4\u30fc\u30c9\u3092\u843d\u3068\u3055\u306a\u3044\u305f\u3081\u306b\u3001\u51fa\u6765\u308b\u3053\u3068\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><a target=\"_blank\" href=\"http:\/\/f.hatena.ne.jp\/furyu-tech\/20251204000011\" class=\"hatena-fotolife\" itemprop=\"url\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/furyu-tech\/20251204\/20251204000011.png\" width=\"800\" height=\"384\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" style=\"width:400px\" itemprop=\"image\"\/><\/a><\/span><\/p>\n<p>\u3053\u306e\u3042\u305f\u308a\u306b\u306a\u3063\u3066\u304f\u308b\u3068\u3001\u6307\u793a\u306e\u51fa\u3057\u65b9\u3084\u30b5\u30dd\u30fc\u30c8\u306e\u4ed5\u65b9\u306b\u82e5\u5e72\u7d4c\u9a13\u3084\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">\u4eca\u56de\u751f\u6210\u3055\u308c\u305f\u6210\u679c\u7269\n- \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u8a2d\u8a08\u3055\u308c\u305f\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\n- \u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\n- \u30c6\u30b9\u30c8\u30cf\u30fc\u30cd\u30b9<\/pre>\n<h2 id=\"3-\u81ea\u52d5\u5316\">3. \u81ea\u52d5\u5316<\/h2>\n<p>\u81ea\u52d5\u30c6\u30b9\u30c8\u3082\u63c3\u3063\u3066\u304d\u3066\u3001\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u30b3\u30fc\u30c9\u3060\u3051\u3067\u306a\u304f\u3001\u30c6\u30b9\u30c8\u8981\u9805\u3092\u4ed5\u69d8\u3068\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u3057\u3066\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u6f0f\u308c\u3084\u91cd\u8907\u306a\u3069\u3082\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002E2E\u30c6\u30b9\u30c8\u3082\u305d\u3053\u304b\u3089AI\u306b\u4f5c\u6210\u3055\u305b\u3066\u52d5\u4f5c\u3055\u305b\u307e\u3059\u3002  <br \/>CI\u306b\u3064\u3044\u3066\u3082\u5c0e\u5165\u3092\u8003\u3048\u307e\u3057\u305f\u304c\u3001AI\u30a2\u30b7\u30b9\u30c8\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3068\u5225\u30c4\u30fc\u30eb\u3067\u5b9f\u88c5\u3059\u308b\u3088\u308a\u3001\u4eee\u60f3\u74b0\u5883 + \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u5b9f\u65bd\u51fa\u6765\u305f\u307b\u3046\u304c\u4fbf\u5229\u304b\u3082\u3068\u611f\u3058\u307e\u3057\u305f\u3002\u30e9\u30a6\u30f3\u30c9\u30c8\u30ea\u30c3\u30d7\u304c\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u306a\u3041\u3068\u5c11\u3057\u601d\u3063\u305f\u3068\u3053\u308d\u3067\u3059\u3002<br \/>\u3082\u3061\u308d\u3093\u4eba\u9593\u304c\u8907\u6570\u4eba\u5c45\u305f\u308a\u3001AI\u3082\u8907\u6570\u8d70\u3089\u305b\u3066\u3044\u308b\u74b0\u5883\u3067\u306fCI\/CD\u74b0\u5883\u3092\u6574\u5099\u3059\u308b\u65b9\u304c\u30d9\u30bf\u30fc\u3067\u306f\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><a target=\"_blank\" href=\"http:\/\/f.hatena.ne.jp\/furyu-tech\/20251204000015\" class=\"hatena-fotolife\" itemprop=\"url\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/furyu-tech\/20251204\/20251204000015.png\" width=\"800\" height=\"367\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" style=\"width:500px\" itemprop=\"image\"\/><\/a><\/span><\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">\u4eca\u56de\u751f\u6210\u3055\u308c\u305f\u6210\u679c\u7269\n- \u9069\u5ea6\u306b\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u305f\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\n- \u30c6\u30b9\u30c8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\n- IaC\u30b3\u30fc\u30c9<\/pre>\n<h2 id=\"4-\u6c17\u3065\u304d\">4. \u6c17\u3065\u304d<\/h2>\n<p>\u7d50\u679c\u3001\uff11\u9031\u9593\u7a0b\u5ea6\u3067\u305d\u308c\u306a\u308a\u306b\u8907\u96d1\u306a\u30b5\u30fc\u30d3\u30b9\u3068\u904b\u7528\u30c4\u30fc\u30eb\u90e1\u304c\u51fa\u6765\u4e0a\u304c\u308a\u307e\u3057\u305f\u3002<br \/>\u4eca\u56de\u306e\u53d6\u308a\u7d44\u307f\u3067\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u958b\u767a\u7d4c\u9a13\u3001\u7279\u306b\u958b\u767a\u30ea\u30fc\u30c0\u30fc\u3068\u3057\u3066\u30d7\u30ed\u30bb\u30b9\u7ba1\u7406\u3092\u884c\u3063\u3066\u304d\u305f\u77e5\u8b58\u3092\u6bd4\u8f03\u7684\u3046\u307e\u304fAI\u958b\u767a\u306b\u9069\u7528\u3067\u304d\u305f\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<br \/>\n\u4e8b\u524d\u6e96\u5099\u304c\u4e07\u5168\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001 <strong>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30eb\u30fc\u30eb\u306e\u6574\u7406\u3001\u4ed5\u69d8\u306e\u8aad\u307f\u5408\u308f\u305b\u3001\u30c6\u30b9\u30c8\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9<\/strong> \u306a\u3069\u3001\u5f93\u6765\u958b\u767a\u3067\u57f9\u3063\u305f\u30ce\u30a6\u30cf\u30a6\u3092\u305d\u306e\u307e\u307e\u6d41\u7528\u3059\u308b\u3060\u3051\u3067\u3001\u751f\u7523\u6027\u3092\u5927\u304d\u304f\u843d\u3068\u3055\u305a\u306b\u9032\u3081\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u5168\u4f53\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6240\u611f\u306b\u307e\u3068\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h4 id=\"AI\u958b\u767a\u3067\u30d0\u30a4\u30d6\u611fVibe\u304c\u4e57\u308b\u3068\u81ea\u7136\u306b\u9032\u3080\u3082\u306e\">AI\u958b\u767a\u3067\u300c\u30d0\u30a4\u30d6\u611f\uff08Vibe\uff09\u300d\u304c\u4e57\u308b\u3068\u81ea\u7136\u306b\u9032\u3080\u3082\u306e<\/h4>\n<p>AI\u3068\u5bfe\u8a71\u3057\u306a\u304c\u3089\u958b\u767a\u3092\u9032\u3081\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u8981\u7d20\u306f\u7279\u306b\u76f8\u6027\u304c\u826f\u304f\u3001\u81ea\u7136\u3068\u6574\u5099\u304c\u9032\u307f\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\n<ul>\n<li>AI\u5074\u306e\u7406\u89e3\u304c\u6df1\u307e\u308a\u3001\u3084\u308a\u53d6\u308a\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u81ea\u52d5\u30c6\u30b9\u30c8\u306e\u6574\u5099\n<ul>\n<li>\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u751f\u6210\u3068\u306e\u76f8\u6027\u304c\u826f\u304f\u3001\u8ffd\u52a0\u6a5f\u80fd\u306e\u691c\u8a3c\u304c\u9ad8\u901f\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n<li>IaC\uff08Infrastructure as Code\uff09\u5316\n<ul>\n<li>\u8a2d\u5b9a\u95a2\u9023\u3092\u30b3\u30fc\u30c9\u5316\u3059\u308b\u3068AI\u304c\u3088\u308a\u6b63\u78ba\u306b\u7de8\u96c6\u30fb\u751f\u6210\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4 id=\"\u9006\u306b\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u305f\u3081\u6392\u9664\u3057\u305f\u3044\u3082\u306e\">\u9006\u306b\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u305f\u3081\u6392\u9664\u3057\u305f\u3044\u3082\u306e<\/h4>\n<p>AI\u958b\u767a\u3067\u306f\u201c\u5f85\u3061\u6642\u9593\u201d\u3084\u201c\u5206\u65ad\u201d\u304c\u3042\u308b\u3068\u9014\u7aef\u306b\u52b9\u7387\u304c\u843d\u3061\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u306a\u308b\u3079\u304f\u6392\u9664\u3057\u305f\u3044\u8981\u7d20\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u958b\u767a\u306e\u30b5\u30a4\u30ed\u5316\n<ul>\n<li>\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u3067\u5185\u5bb9\u3092\u4fef\u77b0\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4f34\u8d70\u3059\u308b\u307b\u3046\u304c\u3001AI\u3068\u306e\u60c5\u5831\u30ae\u30e3\u30c3\u30d7\u304c\u6e1b\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5916\u3067\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\n<ul>\n<li>\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3082\u542b\u3081\u3066\u3001\u306a\u308b\u3079\u304f1\u3064\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u96c6\u7d04\u3057\u305f\u307b\u3046\u304cAI\u304c\u628a\u63e1\u3057\u3084\u3059\u3044\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5916\u306e\u51e6\u7406\u5f85\u3061\n<ul>\n<li>CI\/CD \u3084\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u306a\u3069\u306e\u7d50\u679c\u306f\u3001AI\u304c\u305d\u306e\u5834\u3067\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u3066\u304a\u304f\u3068\u4f5c\u696d\u52b9\u7387\u304c\u4e0a\u304c\u308b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2 id=\"AI\u3068\u306e\u5354\u50cd\u30b9\u30bf\u30a4\u30eb\u306b\u3064\u3044\u3066\">AI\u3068\u306e\u5354\u50cd\u30b9\u30bf\u30a4\u30eb\u306b\u3064\u3044\u3066<\/h2>\n<p>\u4eca\u56de\u306f\u3001AI\u306b\u306f\u4e3b\u306b\u30a2\u30b7\u30b9\u30c8\u5f79\u3068\u3057\u3066\u4f34\u8d70\u3057\u3066\u3082\u3089\u3046\u65b9\u91dd\u3092\u53d6\u308a\u307e\u3057\u305f\u3002<br \/>\u500b\u4eba\u7684\u306b\u306f\u300c\u512a\u79c0\u3067\u3001\u3053\u3061\u3089\u306e\u610f\u56f3\u3092\u7684\u78ba\u306b\u6c72\u307f\u53d6\u3063\u3066\u304f\u308c\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5e38\u306b\u6a2a\u306b\u3044\u308b\u300d\u3088\u3046\u306a\u611f\u899a\u3067\u3001\u307e\u3055\u306b \u30d0\u30a4\u30d6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\uff08Vibe Coding\uff09 \u306e\u4f53\u9a13\u305d\u306e\u3082\u306e\u3060\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001AI\u306b\u9010\u6b21\u30bf\u30b9\u30af\u3092\u4f9d\u983c\u3057\u305f\u308a\u3001\u5b9f\u88c5\u65b9\u91dd\u3092\u3042\u308b\u7a0b\u5ea6\u56fa\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u5148\u306b\u9032\u307f\u3065\u3089\u3044\u5834\u9762\u3082\u3042\u308a\u307e\u3057\u305f\u3002<br \/>\u958b\u767a\u52b9\u7387\u3060\u3051\u3092\u8003\u3048\u308b\u3068\u3001\u76ee\u7684\u304c\u660e\u78ba\u306a\u5834\u5408\u306b\u306f\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u3053\u306a\u3057\u3066\u3082\u3089\u3046\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306e\u6d3b\u7528\u3082\u9078\u629e\u80a2\u306b\u5165\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/furyu-tech\/20251204\/20251204000023.png\" width=\"766\" height=\"346\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u73fe\u72b6\u306eAI\u306e\u5fdc\u7b54\u7cbe\u5ea6\u3084\u5b9f\u88c5\u54c1\u8cea\u3092\u8e0f\u307e\u3048\u308b\u3068\u30012025\u5e74\u6642\u70b9\u3067\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f7f\u3044\u5206\u3051\u304c\u9069\u3057\u3066\u3044\u308b\u3068\u611f\u3058\u307e\u3059\u3002<\/p>\n<hr\/>\n<p><strong> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff08\u30bf\u30b9\u30af\u304c\u660e\u78ba\u30fb\u5927\u898f\u6a21\u958b\u767a\u5411\u304d\uff09<\/strong><\/p>\n<ul>\n<li>\u30d0\u30b0\u4fee\u6b63<\/li>\n<li>\u30e9\u30a4\u30d6\u30e9\u30ea\u5909\u66f4<\/li>\n<li>\u660e\u78ba\u306a\u4ed5\u69d8\u3084\u5b8c\u4e86\u6761\u4ef6\u304c\u3042\u308a\u3001\u51e6\u7406\u3092\u4e00\u62ec\u3067\u4efb\u305b\u3089\u308c\u308b\u30bf\u30b9\u30af<\/li>\n<\/ul>\n<hr\/>\n<p><strong> \u30a2\u30b7\u30b9\u30c8\u578b\uff08\u63a2\u7d22\u7684\u30fb\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u306a\u958b\u767a\u5411\u304d\uff09<\/strong><\/p>\n<ul>\n<li>\u6a5f\u80fd\u958b\u767a<\/li>\n<li>\u8907\u96d1\u3067\u5275\u9020\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u30bf\u30b9\u30af<\/li>\n<li>\u5b9f\u88c5\u3092\u6bb5\u968e\u7684\u306b\u78ba\u8a8d\u3057\u306a\u304c\u3089\u9032\u3081\u305f\u3044\u30b1\u30fc\u30b9<\/li>\n<\/ul>\n<hr\/>\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306a\u52d5\u304d\u3092\u5225\u306eAI\u3067\u76e3\u8996\u3055\u305b\u308b\u307f\u305f\u3044\u306aTIPS\u3082\u51fa\u56de\u3063\u3066\u3044\u305f\u308a\u3057\u3066\u7cbe\u5ea6\u306e\u5411\u4e0a\u306f\u8457\u3057\u3044\u3067\u3059\u304c\u3001\u73fe\u72b6\u3067\u306f\u9069\u5fdc\u3059\u308b\u30bf\u30b9\u30af\u9078\u5b9a\u304c\u91cd\u8981\u306a\u30a4\u30e1\u30fc\u30b8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"AI\u3068\u3068\u3082\u306b\u3042\u308b\u958b\u767a\u306e\u59ff\">AI\u3068\u3068\u3082\u306b\u3042\u308b\u958b\u767a\u306e\u59ff<\/h2>\n<p>AI\u958b\u767a\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u958b\u767a\u306e\u3042\u308a\u65b9\u306f\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u306e\u304b\u8003\u3048\u3066\u307f\u307e\u3059\u3002<br \/>\n\u5f0a\u793e\u3067\u306f\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u3092\u53d6\u308a\u5165\u308c\u3001\u4fa1\u5024\u3092\u5c0f\u3055\u304f\u7d20\u65e9\u304f\u5c4a\u3051\u308b\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u306a\u958b\u767a\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30b5\u30a4\u30af\u30eb\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u958b\u767a\u30b9\u30bf\u30a4\u30eb\u306b\u304a\u3044\u3066\u3001AI\u304c\u767b\u5834\u3057\u305f\u304b\u3089\u3068\u3044\u3063\u3066\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u304c\u5287\u7684\u306b\u5909\u308f\u308b\u308f\u3051\u3067\u306f\u306a\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>AI\u306f\u201c\u4f55\u304b\u201d\u3092\u9ad8\u901f\u306b\u5b9f\u88c5\u3057\u3066\u304f\u308c\u307e\u3059\u304c\u3001\u201c\u4f55\u3092\u3064\u304f\u308b\u304b\u201d\u3068\u3044\u3046\u672c\u8cea\u7684\u306a\u4ed5\u69d8\u7b56\u5b9a\u3084\u52d5\u4f5c\u78ba\u8a8d\u3001\u5224\u65ad\u3068\u3044\u3063\u305f\u90e8\u5206\u306f\u5f15\u304d\u7d9a\u304d\u4eba\u9593\u304c\u62c5\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3080\u3057\u308d\u3001\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u304c\u89e3\u6c7a\u3057\u3088\u3046\u3068\u3057\u3066\u304d\u305f\u9818\u57df\u3053\u305d\u3001\u3088\u308a\u91cd\u8981\u6027\u304c\u5897\u3059\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001AI\u306b\u3088\u308b\u751f\u7523\u6027\u5411\u4e0a\u306b\u3088\u308a\u3001\u30c1\u30fc\u30e0\u5185\u306e\u5fc5\u8981\u4eba\u6570\u306f\u4e00\u5b9a\u7a0b\u5ea6\u6e1b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u305d\u306e\u9006\u306b\u3001\u65b0\u3057\u3044\u4eee\u8aac\u691c\u8a3c\u3084\u30c8\u30e9\u30a4\uff06\u30a8\u30e9\u30fc\u3092\u9ad8\u901f\u3067\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u3001<strong>\u5c0f\u898f\u6a21\u306a\u958b\u767a\u30c1\u30fc\u30e0\u306e\u6570\u81ea\u4f53\u306f\u5897\u3048\u3066\u3044\u304f<\/strong>\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6c42\u3081\u3089\u308c\u308b\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3082\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<br \/>\u5358\u306b\u4e0e\u3048\u3089\u308c\u305f\u30bf\u30b9\u30af\u3092\u65e9\u304f\u5b9f\u88c5\u3059\u308b\u80fd\u529b\u3067\u306f\u306a\u304f\u3001<strong>\u30bf\u30b9\u30af\u3092\u5b9a\u7fa9\u3057\u3001\u9069\u5207\u306b\u8a55\u4fa1\u3057\u3001AI\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u9032\u3081\u3089\u308c\u308b\u80fd\u529b<\/strong>\u304c\u3088\u308a\u91cd\u8981\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002AI\u306f\u3001\u4f7f\u3044\u3053\u306a\u305b\u308b\u4eba\u306e\u751f\u7523\u6027\u3092\u5927\u304d\u304f\u62bc\u3057\u4e0a\u3052\u308b\u305f\u3081\u3001\u305d\u306e\u524d\u63d0\u3068\u306a\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u601d\u8003\u529b\u30fb\u8a2d\u8a08\u529b\u304c\u4e00\u5c64\u554f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\u5168\u4f53\u8a2d\u8a08\u3084\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u91cd\u8981\u6027\u3082\u3001\u4eca\u5f8c\u4e00\u5c64\u9ad8\u307e\u3063\u3066\u3044\u304f\u306f\u305a\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/f\/furyu-tech\/20251204\/20251204000019.png\" width=\"800\" height=\"340\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" 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