{"id":23114,"date":"2025-11-10T16:51:00","date_gmt":"2025-11-10T16:51:00","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=23114"},"modified":"2025-11-10T16:51:00","modified_gmt":"2025-11-10T16:51:00","slug":"ai%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88-%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e5%9e%8b%e3%81%a8%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/23114\/","title":{"rendered":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 &#8211; \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u578b\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b"},"content":{"rendered":"\n<\/p>\n<div>\n<h2 id=\"%E8%A6%81%E7%B4%84\" data-line=\"2\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#%E8%A6%81%E7%B4%84\" aria-hidden=\"true\"\/> \u8981\u7d04<\/h2>\n<p data-line=\"3\" class=\"code-line\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u81ea\u3089\u8003\u3048\u3001\u52d5\u304f\u300d\u6b21\u4e16\u4ee3\u306eAI\u69cb\u6210\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Anthropic\u793e\u306a\u3069\u304c\u793a\u3059\u8a2d\u8a08\u601d\u60f3\u3092\u3082\u3068\u306b\u3001LLM\u6d3b\u7528\u306e2\u8ef8 \u2015 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u578b\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b \u2015 \u3092\u4f53\u7cfb\u7684\u306b\u6574\u7406\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u30fb\u5229\u70b9\u30fb\u6ce8\u610f\u70b9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"%E9%87%8D%E8%A6%81%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\" data-line=\"5\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#%E9%87%8D%E8%A6%81%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\" aria-hidden=\"true\"\/> \u91cd\u8981\u30dd\u30a4\u30f3\u30c8<\/h2>\n<ul data-line=\"6\" class=\"code-line\">\n<li data-line=\"6\" class=\"code-line\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u300c\u5b9a\u7fa9\u3055\u308c\u305f\u6d41\u308c\u300d\u3092\u81ea\u52d5\u5316\u3059\u308b\u69cb\u6210<\/li>\n<li data-line=\"7\" class=\"code-line\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u76ee\u6a19\u3092\u3082\u3068\u306b\u81ea\u5f8b\u7684\u306b\u5224\u65ad\u30fb\u884c\u52d5\u300d\u3059\u308b\u69cb\u6210<\/li>\n<li data-line=\"8\" class=\"code-line\">Anthropic\u793e\u304c\u63d0\u5531\u3059\u308b\u89b3\u70b9\u3067\u306f\u3001\u62e1\u5f35LLM\u30fb\u30c4\u30fc\u30eb\u9023\u643a\u30fb\u81ea\u5df1\u6539\u5584\u306a\u3069\u304c\u9375<\/li>\n<li data-line=\"9\" class=\"code-line\">\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u578b\u30fb\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u304c\u8907\u96d1\u30bf\u30b9\u30af\u306b\u6709\u52b9<\/li>\n<li data-line=\"10\" class=\"code-line\">\u8a2d\u8a08\u3067\u306f\u300c\u900f\u660e\u6027\u30fb\u5b89\u5168\u6027\u30fb\u30b3\u30b9\u30c8\u7ba1\u7406\u300d\u304c\u91cd\u8981\u8ab2\u984c<\/li>\n<\/ul>\n<hr data-line=\"12\" class=\"code-line\"\/>\n<h2 id=\"%E6%9C%AC%E6%96%87\" data-line=\"14\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#%E6%9C%AC%E6%96%87\" aria-hidden=\"true\"\/> \u672c\u6587<\/h2>\n<h3 id=\"1.-%E8%83%8C%E6%99%AF%E3%83%BB%E6%A6%82%E8%A6%81\" data-line=\"16\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#1.-%E8%83%8C%E6%99%AF%E3%83%BB%E6%A6%82%E8%A6%81\" aria-hidden=\"true\"\/> 1. \u80cc\u666f\u30fb\u6982\u8981<\/h3>\n<p data-line=\"17\" class=\"code-line\">\u751f\u6210AI\u304c\u9032\u5316\u3059\u308b\u4e2d\u3067\u3001\u300cAI\u304c\u5358\u306b\u7b54\u3048\u308b\u5b58\u5728\u300d\u304b\u3089\u300c\u81ea\u3089\u884c\u52d5\u3057\u3066\u30bf\u30b9\u30af\u3092\u9042\u884c\u3059\u308b\u5b58\u5728\u300d\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u3053\u306e\u52d5\u304d\u3092\u652f\u3048\u308b\u306e\u304c <strong>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08<\/strong> \u3068 <strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08<\/strong> \u306e2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<br \/>\u524d\u8005\u306f\u30bf\u30b9\u30af\u306e\u6d41\u308c\u3092\u4eba\u9593\u304c\u8a2d\u8a08\u3057\u3001LLM\u304c\u305d\u308c\u306b\u6cbf\u3063\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\u5f8c\u8005\u306fAI\u81ea\u8eab\u304c\u6d41\u308c\u3092\u8a2d\u8a08\u30fb\u5224\u65ad\u3057\u3001\u30c4\u30fc\u30eb\u3084\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u76ee\u6a19\u3092\u9054\u6210\u3057\u307e\u3059\u3002<br \/>Anthropic\u793e\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u6700\u65b0\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7814\u7a76\u3067\u306f\u3001\u3053\u308c\u3089\u3092\u7d71\u5408\u7684\u306b\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u5b9f\u7528AI\u306e\u9375\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<hr data-line=\"23\" class=\"code-line\"\/>\n<h3 id=\"2.-%E4%B8%BB%E8%A6%81%E6%A6%82%E5%BF%B5%E3%83%BB%E4%BB%95%E7%B5%84%E3%81%BF\" data-line=\"25\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#2.-%E4%B8%BB%E8%A6%81%E6%A6%82%E5%BF%B5%E3%83%BB%E4%BB%95%E7%B5%84%E3%81%BF\" aria-hidden=\"true\"\/> 2. \u4e3b\u8981\u6982\u5ff5\u30fb\u4ed5\u7d44\u307f<\/h3>\n<h4 id=\"%E3%83%AF%E3%83%BC%E3%82%AF%E3%83%95%E3%83%AD%E3%83%BC%E8%A8%AD%E8%A8%88%E3%81%AE5%E3%83%91%E3%82%BF%E3%83%BC%E3%83%B3\" data-line=\"27\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#%E3%83%AF%E3%83%BC%E3%82%AF%E3%83%95%E3%83%AD%E3%83%BC%E8%A8%AD%E8%A8%88%E3%81%AE5%E3%83%91%E3%82%BF%E3%83%BC%E3%83%B3\" aria-hidden=\"true\"\/> \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08\u306e5\u30d1\u30bf\u30fc\u30f3<\/h4>\n<ol data-line=\"28\" class=\"code-line\">\n<li data-line=\"28\" class=\"code-line\">\n<strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30c1\u30a7\u30fc\u30f3\uff08Prompt Chaining\uff09<\/strong><br \/>\u3000\u30bf\u30b9\u30af\u3092\u6bb5\u968e\u7684\u306b\u5206\u5272\u3057\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3092LLM\u304c\u9806\u6b21\u5b9f\u884c\u3002\u7cbe\u5ea6\u304c\u9ad8\u304f\u3001\u5236\u5fa1\u3057\u3084\u3059\u3044\u53cd\u9762\u3001\u9045\u5ef6\u3084\u30b3\u30b9\u30c8\u5897\u306e\u30ea\u30b9\u30af\u3042\u308a\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/e25288fc000a-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"31\" class=\"code-line\">\n<strong>\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff08Routing\uff09<\/strong><br \/>\u3000\u5165\u529b\u3092\u5206\u985e\u3057\u3001\u9069\u5207\u306a\u51e6\u7406\u30eb\u30fc\u30c8\u3078\u632f\u308a\u5206\u3051\u308b\u65b9\u5f0f\u3002\u52b9\u7387\u7684\u3060\u304c\u3001\u5206\u985e\u8a2d\u8a08\u304c\u8907\u96d1\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/f182e78690b0-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"34\" class=\"code-line\">\n<strong>\u4e26\u5217\u5316\uff08Parallelization\uff09<\/strong><br \/>\u3000\u8907\u6570\u30bf\u30b9\u30af\u3092\u540c\u6642\u51e6\u7406\u3057\u3001\u7d50\u679c\u3092\u7d71\u5408\u3002\u9ad8\u901f\u30fb\u591a\u8996\u70b9\u5206\u6790\u304c\u53ef\u80fd\u3060\u304c\u3001\u6574\u5408\u6027\u7dad\u6301\u304c\u8ab2\u984c\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/d9501af44072-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"37\" class=\"code-line\">\n<strong>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf-\u30ef\u30fc\u30ab\u30fc\u69cb\u6210\uff08Orchestrator-Workers\uff09<\/strong><br \/>\u3000\u4e2d\u592e\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u304c\u30b5\u30d6\u30bf\u30b9\u30af\u3092\u52d5\u7684\u306b\u5206\u914d\u3057\u3001\u30ef\u30fc\u30ab\u30fc\u304c\u5b9f\u884c\u3002\u67d4\u8edf\u3060\u304c\u8a2d\u8a08\u30fb\u30c7\u30d0\u30c3\u30b0\u304c\u96e3\u3057\u3044\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/e7ef99e678f4-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"40\" class=\"code-line\">\n<strong>\u8a55\u4fa1\u8005-\u6700\u9069\u5316\uff08Evaluator-Optimizer\uff09<\/strong><br \/>\u3000\u751f\u6210\u3068\u8a55\u4fa1\u3092\u30eb\u30fc\u30d7\u3057\u306a\u304c\u3089\u54c1\u8cea\u3092\u6539\u5584\u3002\u51fa\u529b\u306e\u6d17\u7df4\u306b\u6709\u52b9\u3060\u304c\u3001\u7e70\u308a\u8fd4\u3057\u306b\u3088\u308b\u30b3\u30b9\u30c8\u5897\u304c\u3042\u308b\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/c4a98ca6ab80-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<\/ol>\n<h4 id=\"%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E8%A8%AD%E8%A8%88%E3%81%AE5%E3%83%91%E3%82%BF%E3%83%BC%E3%83%B3%EF%BC%88anthropic%E7%A4%BE%E3%81%AE%E8%A6%B3%E7%82%B9%EF%BC%89\" data-line=\"43\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E8%A8%AD%E8%A8%88%E3%81%AE5%E3%83%91%E3%82%BF%E3%83%BC%E3%83%B3%EF%BC%88anthropic%E7%A4%BE%E3%81%AE%E8%A6%B3%E7%82%B9%EF%BC%89\" aria-hidden=\"true\"\/> \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306e5\u30d1\u30bf\u30fc\u30f3\uff08Anthropic\u793e\u306e\u89b3\u70b9\uff09<\/h4>\n<ol data-line=\"45\" class=\"code-line\">\n<li data-line=\"45\" class=\"code-line\">\n<strong>\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\uff0f\u81ea\u5df1\u6c7a\u5b9a\uff08Planning \/ Self-directed\uff09<\/strong><br \/>\u3000\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u81ea\u8eab\u304c\u76ee\u6a19\u304b\u3089\u8a08\u753b\u3092\u7acb\u3066\u3001\u30bf\u30b9\u30af\u3092\u9042\u884c\u3002\u672a\u77e5\u306e\u30bf\u30b9\u30af\u306b\u5f37\u3044\u304c\u3001\u8aa4\u5224\u65ad\u30ea\u30b9\u30af\u3042\u308a\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/c9de068d5f47-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"48\" class=\"code-line\">\n<strong>\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\uff08Tool-use\uff09<\/strong><br \/>\u3000\u691c\u7d22\u30fbAPI\u30fb\u64cd\u4f5c\u306a\u3069\u5916\u90e8\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u53ef\u80fd\u306b\u3002\u5b9f\u7528\u6027\u304c\u9ad8\u3044\u304c\u3001\u5b89\u5168\u6027\u30fb\u76e3\u67fb\u8a2d\u8a08\u304c\u4e0d\u53ef\u6b20\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/b3f8d0246885-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"51\" class=\"code-line\">\n<strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\uff08Multi-Agent \/ Sub-Agents\uff09<\/strong><br \/>\u3000\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5206\u62c5\u30fb\u9023\u643a\u3055\u305b\u3066\u30bf\u30b9\u30af\u3092\u9042\u884c\u3002\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3060\u304c\u7d71\u5408\u306e\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/d30c84d9b805-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<li data-line=\"54\" class=\"code-line\">\n<strong>\u632f\u308a\u8fd4\u308a\uff0f\u6539\u5584\u30eb\u30fc\u30d7\uff08Reflection \/ Self-Improvement\uff09<\/strong><br \/>\u3000\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u81ea\u8eab\u304c\u51fa\u529b\u3092\u8a55\u4fa1\u3057\u3001\u6226\u7565\u3092\u6539\u5584\u3002\u81ea\u5f8b\u6700\u9069\u5316\u304c\u53ef\u80fd\u3060\u304c\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u8a2d\u8a08\u304c\u5fc5\u9808\u3002<br \/><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/a5c44d0b86a1-20251110.png\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<\/ol>\n<hr data-line=\"57\" class=\"code-line\"\/>\n<h3 id=\"3.-%E6%B4%BB%E7%94%A8%E4%BE%8B%E3%83%BB%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\" data-line=\"59\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#3.-%E6%B4%BB%E7%94%A8%E4%BE%8B%E3%83%BB%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\" aria-hidden=\"true\"\/> 3. \u6d3b\u7528\u4f8b\u30fb\u30e1\u30ea\u30c3\u30c8<\/h3>\n<div class=\"s_table\"><table data-line=\"61\" class=\"code-line\">\n<thead data-line=\"61\" class=\"code-line\">\n<tr data-line=\"61\" class=\"code-line\">\n<th>\u533a\u5206<\/th>\n<th>\u4ee3\u8868\u30d1\u30bf\u30fc\u30f3<\/th>\n<th>\u6d3b\u7528\u4f8b<\/th>\n<th>\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"63\" class=\"code-line\">\n<tr data-line=\"63\" class=\"code-line\">\n<td>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/td>\n<td>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30c1\u30a7\u30fc\u30f3<\/td>\n<td>\u7ffb\u8a33\u2192\u8981\u7d04\u2192\u5831\u544a\u66f8\u751f\u6210<\/td>\n<td>\u660e\u78ba\u306a\u624b\u9806\u3067\u7cbe\u5ea6\u3092\u9ad8\u3081\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr data-line=\"64\" class=\"code-line\">\n<td>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/td>\n<td>\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf-\u30ef\u30fc\u30ab\u30fc<\/td>\n<td>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6539\u4fee\u3084\u30ea\u30b5\u30fc\u30c1\u696d\u52d9<\/td>\n<td>\u8907\u96d1\u30fb\u52d5\u7684\u30bf\u30b9\u30af\u3092\u5206\u62c5\u51e6\u7406<\/td>\n<\/tr>\n<tr data-line=\"65\" class=\"code-line\">\n<td>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td>\n<td>\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057<\/td>\n<td>Web\u691c\u7d22\uff0b\u5206\u6790\uff0b\u5831\u544a\u751f\u6210<\/td>\n<td>\u5916\u90e8\u60c5\u5831\u3068\u7d71\u5408\u3057\u305f\u81ea\u5f8b\u5b9f\u884c<\/td>\n<\/tr>\n<tr data-line=\"66\" class=\"code-line\">\n<td>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td>\n<td>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td>\n<td>\u4e26\u884c\u30ea\u30b5\u30fc\u30c1\uff0b\u6700\u7d42\u7d71\u5408<\/td>\n<td>\u8996\u70b9\u591a\u69d8\u5316\u30fb\u9ad8\u901f\u5316<\/td>\n<\/tr>\n<tr data-line=\"67\" class=\"code-line\">\n<td>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td>\n<td>\u81ea\u5df1\u6539\u5584\u30eb\u30fc\u30d7<\/td>\n<td>\u9577\u671f\u904b\u7528\u3067\u306e\u7cbe\u5ea6\u5411\u4e0a<\/td>\n<td>\u81ea\u5f8b\u6700\u9069\u5316\u30fb\u7d99\u7d9a\u5b66\u7fd2\u304c\u53ef\u80fd<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p data-line=\"69\" class=\"code-line\">\u5b9f\u969b\u306b\u306f\u3053\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u3082\u3068\u306b\u3057\u3066\u3001\u6d3e\u751f\u3055\u305b\u305f\u5f62\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u69cb\u7bc9\u3055\u308c\u308b\u3053\u3068\u3082\u591a\u3044\u3002<\/p>\n<hr data-line=\"71\" class=\"code-line\"\/>\n<h3 id=\"4.-%E8%AA%B2%E9%A1%8C%E3%83%BB%E4%BB%8A%E5%BE%8C%E3%81%AE%E5%B1%95%E6%9C%9B\" data-line=\"73\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#4.-%E8%AA%B2%E9%A1%8C%E3%83%BB%E4%BB%8A%E5%BE%8C%E3%81%AE%E5%B1%95%E6%9C%9B\" aria-hidden=\"true\"\/> 4. \u8ab2\u984c\u30fb\u4eca\u5f8c\u306e\u5c55\u671b<\/h3>\n<p data-line=\"74\" class=\"code-line\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9f\u7528\u5316\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002 \u7279\u306b\u30ac\u30d0\u30ca\u30f3\u30b9\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u3064\u3044\u3066\u8abf\u67fb\u3057\u3001\u4eca\u5f8c\u8a18\u4e8b\u306b\u307e\u3068\u3081\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<ul data-line=\"76\" class=\"code-line\">\n<li data-line=\"76\" class=\"code-line\">\n<strong>\u900f\u660e\u6027\u306e\u78ba\u4fdd<\/strong>\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3069\u306e\u3088\u3046\u306b\u5224\u65ad\u30fb\u884c\u52d5\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3059\u308b\u8a2d\u8a08\u304c\u5fc5\u8981\u3002<\/li>\n<li data-line=\"77\" class=\"code-line\">\n<strong>\u5b89\u5168\u6027\u3068\u76e3\u67fb\u6027<\/strong>\uff1a\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30fb\u5916\u90e8\u64cd\u4f5c\u306b\u306f\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u8a2d\u8a08\u304c\u6b20\u304b\u305b\u306a\u3044\u3002<\/li>\n<li data-line=\"78\" class=\"code-line\">\n<strong>\u30b3\u30b9\u30c8\u3068\u6027\u80fd\u306e\u30d0\u30e9\u30f3\u30b9<\/strong>\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u30eb\u30fc\u30d7\u69cb\u9020\u306f\u8a08\u7b97\u30b3\u30b9\u30c8\uff08\u6599\u91d1\uff09\u304c\u5897\u52a0\u3002<\/li>\n<li data-line=\"79\" class=\"code-line\">\n<strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u8cac\u4efb\u7bc4\u56f2<\/strong>\uff1a\u81ea\u5f8b\u7684\u306b\u884c\u52d5\u3059\u308bAI\u306e\u6210\u679c\u306b\u5bfe\u3059\u308b\u8cac\u4efb\u6240\u5728\u304c\u4e0d\u660e\u78ba\u3002<\/li>\n<\/ul>\n<hr data-line=\"82\" class=\"code-line\"\/>\n<h2 id=\"%E6%83%85%E5%A0%B1%E6%BA%90\" data-line=\"84\" class=\"code-line\">\n<a target=\"_blank\" class=\"header-anchor-link\" href=\"#%E6%83%85%E5%A0%B1%E6%BA%90\" aria-hidden=\"true\"\/> \u60c5\u5831\u6e90<\/h2>\n<ul data-line=\"85\" class=\"code-line\">\n<li data-line=\"85\" class=\"code-line\"><a target=\"_blank\" href=\"https:\/\/www.anthropic.com\/engineering\/building-effective-agents\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/www.anthropic.com\/engineering\/building-effective-agents<\/a><\/li>\n<li data-line=\"86\" class=\"code-line\"><a target=\"_blank\" href=\"https:\/\/research.aimultiple.com\/agentic-ai-design-patterns\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/research.aimultiple.com\/agentic-ai-design-patterns\/?utm_source=chatgpt.com<\/a><\/li>\n<\/ul>\n<\/div>\n\n<br \/><a href=\"https:\/\/zenn.dev\/headwaters\/articles\/07eaa3cd1da745\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u7d04 AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u81ea\u3089\u8003\u3048\u3001\u52d5\u304f\u300d\u6b21\u4e16\u4ee3\u306eAI\u69cb\u6210\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Anthropic\u793e\u306a\u3069\u304c\u793a\u3059\u8a2d\u8a08\u601d\u60f3\u3092\u3082\u3068\u306b\u3001LLM\u6d3b\u7528\u306e2\u8ef8 \u2015 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u578b\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b \u2015 \u3092\u4f53\u7cfb\u7684\u306b\u6574\u7406\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u30fb\u5229\u70b9 [&hellip;]","protected":false},"author":1,"featured_media":23115,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-23114","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - 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AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u81ea\u3089\u8003\u3048\u3001\u52d5\u304f\u300d\u6b21\u4e16\u4ee3\u306eAI\u69cb\u6210\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Anthropic\u793e\u306a\u3069\u304c\u793a\u3059\u8a2d\u8a08\u601d\u60f3\u3092\u3082\u3068\u306b\u3001LLM\u6d3b\u7528\u306e2\u8ef8 \u2015 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u578b\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b \u2015 \u3092\u4f53\u7cfb\u7684\u306b\u6574\u7406\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u30fb\u5229\u70b9 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zenn.dev\/headwaters\/articles\/07eaa3cd1da745\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-10T16:51:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/1762793460_og-base-w1200-v2.png\" \/>\n\t<meta property=\"og:image:width\" 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