{"id":25539,"date":"2025-11-28T05:06:40","date_gmt":"2025-11-28T05:06:40","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=25539"},"modified":"2025-11-28T05:06:40","modified_gmt":"2025-11-28T05:06:40","slug":"layerx-ai-agent%e3%83%96%e3%83%ad%e3%82%b0%e3%83%aa%e3%83%ac%e3%83%bc%e6%9c%80%e7%b5%82%e5%9b%9e%ef%bc%81%e5%85%a8%e4%bd%93%e6%8c%af%e3%82%8a%e8%bf%94%e3%82%8a%e3%81%a8%e4%bf%ba%e3%81%ae%e6%8e%a8","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/25539\/","title":{"rendered":"LayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u6700\u7d42\u56de\uff01\u5168\u4f53\u632f\u308a\u8fd4\u308a\u3068\u4ffa\u306e\u63a8\u3057\u8a18\u4e8b\u3092\u7d39\u4ecb\u3059\u308b\u305c\uff01 &#8211; LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251128\/20251128125210.png\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u3053\u3061\u3089\u306f<a target=\"_blank\" href=\"https:\/\/layerx.notion.site\/6975c0901ea54ca9b609fafc3e8a35c3?v=268cdd370bae80cc8dfb000c55400a25\">LayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc<\/a>55\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002<\/p>\n<p>LayerX \u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8\u3067 AI\/MLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u4e2d\u6751(<a target=\"_blank\" href=\"https:\/\/x.com\/po3rin\">@po3rin<\/a>)\u3067\u3059\u3002AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u304c55\u65e5\u3092\u8fce\u3048\u307e\u3057\u305f\uff01\uff0112\u6708\u306f\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fc\u304c\u59cb\u307e\u308b\u305f\u3081AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306f\u7d42\u4e86\u3057\u307e\u3059\u3002\u533a\u5207\u308a\u3068\u3057\u3066\u3001\u3053\u3053\u307e\u3067\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u3092\u904b\u7528\u3057\u3066\u304d\u305f\u6240\u611f\u3092\u307e\u3068\u3081\u3001\u79c1\u306e\u72ec\u65ad\u3068\u504f\u898b\u3067\u9078\u3093\u3060AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u540d\u4f5c\u3092\u632f\u308a\u8fd4\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"AI-Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u3068\u306f\">AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u3068\u306f<\/h2>\n<p>LayerX\u304c\u59cb\u3081\u305fAI Agent\u958b\u767a\u7e1b\u308a\u3067\u8a18\u4e8b\u3092\u66f8\u304f\u3068\u3044\u3046\u30a4\u30ab\u308c\u305f\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u3067\u3059\u3002AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u5168\u30a2\u30fc\u30ab\u30a4\u30d6\u306f\u3053\u3061\u3089\u306b\u3042\u308b\u306e\u3067\u662f\u975e\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Flayerx.notion.site%2F6975c0901ea54ca9b609fafc3e8a35c3%3Fv%3D268cdd370bae80cc8dfb000c55400a25\" title=\"Dev\u793e\u5916\u767a\u4fe1\u30de\u30b9\u30bf | Notion\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/layerx.notion.site\/6975c0901ea54ca9b609fafc3e8a35c3?v=268cdd370bae80cc8dfb000c55400a25\">layerx.notion.site<\/a><\/cite><\/p>\n<p>\u306a\u305c\u59cb\u3081\u305f\u306e\u304b\u306e\u601d\u3044\u306e\u4e08\u306f\u6b21\u306e\u30d6\u30ed\u30b0\u306b\u66f8\u3044\u3066\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2Faiagentblogrelay\" title=\"LayerX\u3001\u6bce\u65e5AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u59cb\u3081\u308b\u3063\u3066\u3088\u3002 - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/aiagentblogrelay\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p>\u7c21\u5358\u306b\u307e\u3068\u3081\u308b\u3068\u300c\u65e5\u672c\u306bAI Agent\u958b\u767a\u30ce\u30a6\u30cf\u30a6\u304c\u5c11\u306a\u3044\uff01\u300d\u300c\u5168\u3066\u306e\u7d4c\u6e08\u6d3b\u52d5\u3092\u30c7\u30b8\u30bf\u30eb\u5316\u3059\u308b\u305f\u3081\u306b\u3082AI Agent\u958b\u767a\u306e\u52a0\u901f\u306b\u7e4b\u3052\u305f\u3044\uff01\u300d\u3068\u3044\u3046\u601d\u3044\u304b\u3089\u59cb\u3081\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"LayerX-AI-Agent-\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u4e2d\u9593\u632f\u308a\u8fd4\u308a\">LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u4e2d\u9593\u632f\u308a\u8fd4\u308a<\/h2>\n<h3 id=\"\u7d71\u8a08\u5024\">\u7d71\u8a08\u5024<\/h3>\n<p><span style=\"color: #d32f2f\">\u66f8\u304f\u4eba\u304c\u3044\u306a\u304f\u306a\u308b\u307e\u3067\u7d9a\u3051\u307e\u3059\u3068\u5ba3\u8a00\u3057\u305f\u3089\u73fe\u5728\u306a\u3093\u306855\u65e5\u307e\u3067\u4f38\u3073\u307e\u3057\u305f\u3002<\/span>2025\u5e749\u67088\u65e5\u304b\u3089\u7d9a\u3044\u305f\u306e\u3067\u3001\u307b\u307c3\u30f6\u6708\u307b\u3069\u7d9a\u3044\u305f\u8a08\u7b97\u306b\u306a\u308a\u307e\u3059\u3002\u5408\u8a0833\u4eba\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u53c2\u52a0\u3057\u3066\u3044\u308b\u306e\u3067\u3001LayerX\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u534a\u5206\u7a0b\u5ea6\u304c\u53c2\u52a0\u3057\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u756a\u591a\u304f\u66f8\u3044\u305f\u306e\u306f AI\/MLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u306e<a target=\"_blank\" href=\"https:\/\/x.com\/po3rin\">pon<\/a>\u3068\u30d0\u30af\u30e9\u30afPdM\u306e<a target=\"_blank\" href=\"https:\/\/x.com\/k6nta\">k6nta<\/a>\u3055\u3093\u3001Enabling\u30c1\u30fc\u30e0\u30b9\u30bf\u30c3\u30d5\u30a8\u30f3\u30b8\u30cb\u30a2\u306e<a target=\"_blank\" href=\"https:\/\/x.com\/izumin5210\">izumin5210<\/a>\u304c4\u8a18\u4e8b\u3002\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3092\u30ea\u30fc\u30c9\u3059\u308b<a target=\"_blank\" href=\"https:\/\/x.com\/yuya_presto\">yuya_presto<\/a>\u3055\u3093\u3068AI-BPO\u306b\u53d6\u308a\u7d44\u3080<a target=\"_blank\" href=\"https:\/\/x.com\/tapioca_pudd\">tapioca_pudd<\/a>\u304c3\u8a18\u4e8b\u3067\u3057\u305f\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u57f7\u7b46\u6570\u96c6\u8a08\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125230136.png\" width=\"1200\" height=\"954\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u57f7\u7b46\u6570\u96c6\u8a08<\/figcaption><\/figure>\n<\/p>\n<h3 id=\"\u66f8\u304b\u308c\u305f\u30c6\u30fc\u30de\">\u66f8\u304b\u308c\u305f\u30c6\u30fc\u30de<\/h3>\n<p>\u5185\u5bb9\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u81ea\u52d5\u6700\u9069\u5316<\/li>\n<li>Agentic Workflow\u81ea\u52d5\u751f\u6210<\/li>\n<li>AI Agent\u306e\u8a55\u4fa1<\/li>\n<li>AI Agent\u306e\u8a8d\u8a3c\u8a8d\u53ef<\/li>\n<li>Agentic Search<\/li>\n<li>\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\u81ea\u52d5\u5316\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/li>\n<li>RAG<\/li>\n<li>Temporal \u3067\u5b9f\u73fe\u3059\u308bDurable \u306a AI Agent\u958b\u767a<\/li>\n<li>etc&#8230;<\/li>\n<\/ul>\n<h3 id=\"\u793e\u5185\u793e\u5916\u306e\u53cd\u5fdc\">\u793e\u5185\u793e\u5916\u306e\u53cd\u5fdc<\/h3>\n<p>AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u958b\u50ac\u306b\u3088\u3063\u3066\u3001\u793e\u5185\u3068\u793e\u5916\u3067\u660e\u78ba\u306a\u5909\u5316\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u793e\u5185\u3067\u306fAI Agent\u958b\u767a\u306b\u95a2\u3059\u308b\u8a66\u884c\u304c\u52a0\u901f\u3057\u307e\u3057\u305f\u300255\u65e5\u30d6\u30ed\u30b0\u3092\u7e4b\u3050\u305f\u3081\u306b\u306f\u65e5\u9803\u306e\u300c\u6642\u9593\u304c\u3042\u3063\u305f\u3089\u8a66\u3057\u305f\u3044\u300d\u3092\u30a8\u30f3\u30b8\u30cb\u30a2\u5168\u54e1\u3067\u6d88\u8cbb\u3057\u3066\u3044\u304b\u306a\u3044\u3068\u9593\u306b\u5408\u308f\u306a\u3044\u305f\u3081\u3001\u5404\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u500b\u4eba\u3067AI Agent\u958b\u767a\u3092\u5b66\u3073\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3059\u30b5\u30a4\u30af\u30eb\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u5b9f\u969b\u306b\u79c1\u3082\u3001\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306b\u3088\u3063\u3066<a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/mahjong-repeated-sampling\">LLM\u63a8\u8ad6\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u8a66\u3057\u3066\u8a18\u4e8b\u306b\u3057\u305f\u308a<\/a>\u3068\u300c\u6642\u9593\u304c\u3042\u3063\u305f\u3089\u8a66\u3057\u305f\u3044\u300d\u3092\u884c\u52d5\u306b\u79fb\u3059\u30ad\u30c3\u30ab\u30b1\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u793e\u5916\u306e\u5909\u5316\u3068\u3057\u3066\u306f\u3001\u300cLayerX\u306fAI Agent\u958b\u767a\u3092\u9811\u5f35\u3063\u3066\u3044\u308b\u300d\u3068\u8a00\u3063\u3066\u3044\u305f\u3060\u304f\u6a5f\u4f1a\u304c\u5897\u3048\u307e\u3057\u305f\u3002\u5b9f\u969b\u306b\u30a4\u30d9\u30f3\u30c8\u3084\u30ab\u30b8\u30e5\u30a2\u30eb\u9762\u8ac7\u3067\u304a\u8a71\u3057\u3057\u305f\u4eba\u306b\u300c\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u898b\u3066\u307e\u3059\uff01LayerX\u306eAgent\u958b\u767a\u306e\u52e2\u3044\u3059\u3054\u3044\u3067\u3059\u306d\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u305f\u304f\u3055\u3093\u8cb0\u3044\u975e\u5e38\u306b\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u3002\u6700\u521d\u306b\u60f3\u5b9a\u3057\u3066\u305f\u3088\u308a\u3082\u793e\u5916\u306e\u53cd\u5fdc\u3092\u9802\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"AI-Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u540d\u4f5c\u7d39\u4ecb\">AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u540d\u4f5c\u7d39\u4ecb<\/h2>\n<h3 id=\"\u7533\u8acb\u4f5c\u6210-AI-Agent-\u306e-PoC-\u3067\u306e\u8a66\u884c\u932f\u8aa4\u3068\u5b66\u3073\">\u7533\u8acb\u4f5c\u6210 AI Agent \u306e PoC \u3067\u306e\u8a66\u884c\u932f\u8aa4\u3068\u5b66\u3073<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F09%2F19%2F191318\" title=\"\u7533\u8acb\u4f5c\u6210 AI Agent \u306e PoC \u3067\u306e\u8a66\u884c\u932f\u8aa4\u3068\u5b66\u3073 - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/09\/19\/191318\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125212449.png\" width=\"1200\" height=\"776\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p><a target=\"_blank\" href=\"https:\/\/x.com\/yyoshiki41\">\u30d0\u30af\u30e9\u30afCTO<\/a>\u306b\u300c\u6211\u3005\u306e\u8840\u8089\u304c\u3060\u3044\u3076\u9732\u51fa\u3057\u3066\u308b\u300d\u3068\u8a00\u308f\u305b\u3057\u3081\u305f\u6e3e\u8eab\u306e\u8a18\u4e8b\u3067\u3059\u3002\u3053\u3061\u3089\u306f\u7533\u8acb\u4f5c\u6210 AI Agent\u306ePoC\u3092\u901a\u3057\u3066\u5f97\u305f\u5b66\u3073\u304c\u8a70\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u672c\u3067\u306f\u5b66\u3079\u306a\u3044\u30ea\u30a2\u30eb\u306a\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001LLM\u3092\u3069\u3046\u6271\u3046\u304b\u3092\u53d6\u308a\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3069\u306e\u3088\u3046\u306aTool\u3092\u8a2d\u8a08\u3059\u308b\u304b\u306e\u8b70\u8ad6\u306f\u5fc5\u898b\u3067\u3059\u3002\u65e2\u5b58\u30b5\u30fc\u30d3\u30b9\u306bAI Agent\u6a5f\u80fd\u3092\u8f09\u305b\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5fc5\u898b\u3067\u3059\u3002<\/p>\n<h3 id=\"CopilotKit\u3067\u30a2\u30d7\u30ea\u3092AI\u5316\u3057\u306a\u3044\u304b\">CopilotKit\u3067\u30a2\u30d7\u30ea\u3092AI\u5316\u3057\u306a\u3044\u304b\uff1f<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F10%2F01%2F165440\" title=\"CopilotKit\u3067\u30a2\u30d7\u30ea\u3092AI\u5316\u3057\u306a\u3044\u304b\uff1f - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/10\/01\/165440\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125212953.png\" width=\"1200\" height=\"707\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u5b9f\u969b\u306bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3082\u3046\u3068\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4f5c\u696d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>LLM API\u63a5\u7d9a\u306e\u5b9f\u88c5\uff08\u8a8d\u8a3c\u3001\u9375\u7ba1\u7406\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5bfe\u5fdc\uff09<br \/>\n\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u5165\u51fa\u529b\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\uff08\u30c6\u30f3\u30d7\u30ec\u7ba1\u7406\u3001JSON\u691c\u8a3c\u3001\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\uff09<br \/>\n\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u7d71\u5408\uff08\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0UI\u3001\u518d\u5b9f\u884cUI\u3001\u6839\u62e0\u8868\u793aUI\uff09<\/p>\n<p>\u3053\u306e\u4e00\u9023\u306e\u8907\u96d1\u306a\u4f5c\u696d\u3092\u5927\u5e45\u306b\u7701\u304d\u3001\u308f\u305a\u304b\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3092\u8ffd\u52a0\u3059\u308b\u3060\u3051\u3067\u65e2\u5b58\u306e React \u30a2\u30d7\u30ea\u306b AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u30a6\u30eb\u30c8\u30e9C\u306e\u7d39\u4ecb\u3067\u3059\u3002\u79c1\u306f\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u6642\u306b\u300c\u3059\u3052&#8230;\u300d\u3068\u611f\u52d5\u3057\u307e\u3057\u305f\u3002<a target=\"_blank\" href=\"https:\/\/www.copilotkit.ai\/\">CopilotKit<\/a>\u3092\u4f7f\u3044\u76f4\u63a5\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u4e0a\u306e\u7d44\u307f\u8fbc\u307f\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u7701\u7565\u3067\u304d\u307e\u3059\u3002\u662f\u975e\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<h3 id=\"Temporal-Workflow-\u3067\u5b9f\u73fe\u3059\u308b-Durable-\u306a-AI-Agent\">Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fzenn.dev%2Flayerx%2Farticles%2Fb5f6cf6e47221e\" title=\"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e\">zenn.dev<\/a><\/cite><\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"Workflow Engine Design Principles with Temporal | Temporal \u3088\u308a\u5f15\u7528\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125223951.png\" width=\"1200\" height=\"675\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>Workflow Engine Design Principles with Temporal | Temporal \u3088\u308a\u5f15\u7528<\/figcaption><\/figure>\n<\/p>\n<p>\u30d7\u30ed\u30c0\u30af\u30c8\u306b AI Agent \u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3080\u306b\u3042\u305f\u3063\u3066\u3044\u305a\u308c\u306f\u907f\u3051\u3066\u901a\u308c\u306a\u304f\u306a\u308b\u3001 Durable Exectuion \u306b\u5bfe\u5fdc\u3057\u305f Workflow Engine \u306e Temporal Workflow \u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3001\u3053\u308c\u306b\u3088\u3063\u3066 AI Agent \u958b\u767a\u306b\u3069\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304b\u3092\u89e3\u8aac\u3057\u3066\u3044\u308b\u8a18\u4e8b\u3067\u3059\u3002AI Agent\u958b\u767a\u306b\u304a\u3044\u3066\u306f\u30e6\u30fc\u30b6\u306e\u64cd\u4f5c\u306e\u5f85\u3061\u53d7\u3051\u306a\u3069\u3001\u4eca\u307e\u3067\u3068\u540c\u3058\u30a4\u30f3\u30d5\u30e9\u306b\u305d\u306e\u307e\u307e\u4e57\u305b\u308b\u3060\u3051\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002LayerX\u3067\u306f\u3053\u306e Temporal \u3092\u30d5\u30eb\u6d3b\u7528\u3057\u3066AI Agent \u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u57fa\u76e4\u3092\u6574\u5099\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"LLM\u3067\u696d\u52d9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u751f\u6210\u6700\u9069\u5316\u3059\u308b\">LLM\u3067\u696d\u52d9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u751f\u6210\u30fb\u6700\u9069\u5316\u3059\u308b!<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F11%2F19%2F133143\" title=\"LLM\u3067\u696d\u52d9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u751f\u6210\u30fb\u6700\u9069\u5316\u3059\u308b! \u301c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u751f\u6210\u30fb\u6700\u9069\u5316\u306e\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u301c - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/11\/19\/133143\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125213359.png\" width=\"1200\" height=\"414\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>R&amp;D\u30c1\u30fc\u30e0\u304c\u672c\u8170\u3092\u5165\u308c\u3066\u53d6\u308a\u7d44\u3093\u3067\u3044\u308bAgentic Workflow\u81ea\u52d5\u751f\u6210\u306b\u95a2\u3059\u308b\u8a18\u4e8b\u3067\u3059\uff01\uff01\u5177\u4f53\u7684\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066Agentic Workflow\u81ea\u52d5\u751f\u6210\u3092\u3042\u3066\u308b\u3053\u3068\u3067\u3001\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u6226\u7565\u306e\u81ea\u52d5\u767a\u898b\u3084LLM\u3001Python\u30b3\u30fc\u30c9\u751f\u6210\u306e\u5207\u308a\u5206\u3051\u306a\u3069\u3092\u884c\u3044Agentic Workflow\u3092\u6700\u9069\u5316\u3059\u308b\u3055\u307e\u306f\u58ee\u89b3\u3067\u3059\uff01n8n\u3084Dify\u3067Workflow\u3092\u7d44\u3080\u3053\u3068\u306b\u5de5\u6570\u3092\u3055\u3044\u3066\u3044\u308b\u4eba\u3082\u5fc5\u898b\u3067\u3059\uff01<\/p>\n<h3 id=\"\u30d3\u30b8\u30cd\u30b9\u51fa\u8eabPM\u304cAI\u306e\u3053\u3068\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u304a\u4efb\u305b\u6d3e\u304b\u3089PM\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u81ea\u4f5c\u3057\u3088\u3046\u6d3e\u306b\u306a\u308b\u307e\u3067\">\u30d3\u30b8\u30cd\u30b9\u51fa\u8eabPM\u304c\u3001\u300eAI\u306e\u3053\u3068\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u304a\u4efb\u305b\u6d3e\u300f\u304b\u3089\u300ePM\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u81ea\u4f5c\u3057\u3088\u3046\u6d3e\u300f\u306b\u306a\u308b\u307e\u3067<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F11%2F06%2F080000\" title=\"\u30d3\u30b8\u30cd\u30b9\u51fa\u8eabPM\u304c\u3001\u300cAI\u306e\u3053\u3068\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u304a\u4efb\u305b\u6d3e\u300d\u304b\u3089\u300cPM\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u81ea\u4f5c\u3057\u3088\u3046\u6d3e\u300d\u306b\u306a\u308b\u307e\u3067 - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/11\/06\/080000\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125213647.png\" width=\"1150\" height=\"860\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3060\u3051\u306e\u5c02\u9580\u8077\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u8a18\u4e8b\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u672a\u7d4c\u9a13\u306e\u55b6\u696d\u4e0a\u304c\u308a\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u5b66\u3073\u3092\u5171\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u300c\u624b\u3092\u52d5\u304b\u3057\u305f\u304b\u3089\u3053\u305d\u5f97\u3089\u308c\u305f\u5b66\u3073\u300d\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u4ee5\u5916\u3067\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u3063\u3066\u307f\u3088\u3046\u3068\u601d\u3048\u308b\u3001\u52c7\u6c17\u306e\u51fa\u308b\u5185\u5bb9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\uff01<\/p>\n<h3 id=\"AI-Agent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u3046\u3079\u304d\u306a\u306e\u304b\">AI Agent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u3046\u3079\u304d\u306a\u306e\u304b\uff1f<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fzenn.dev%2Flayerx%2Farticles%2F91321c52241600\" title=\"AI Agent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u3046\u3079\u304d\u306a\u306e\u304b\uff1f\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/zenn.dev\/layerx\/articles\/91321c52241600\">zenn.dev<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125214059.png\" width=\"946\" height=\"1200\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>Agent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3063\u3066\u4f55\u3092\u4f7f\u3048\u3070\u826f\u3044\u306e\u304b\uff1f\u3068\u3044\u3046\u7591\u554f\u3092\u5439\u304d\u98db\u3070\u3059\u826f\u8a18\u4e8b\u3067\u3059\u3002\u3069\u3093\u306a\u89b3\u70b9\u3067\u9078\u3076\u306e\u304b\u3092\u8a9e\u308a\u3064\u3064\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u63a1\u7528\u3067\u56f0\u3063\u305f\u3053\u3068\u3068\u3068\u3082\u306b\u3001\u305d\u3082\u305d\u3082\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u308f\u306a\u3044\u3068\u3044\u3046\u5224\u65ad\u304c\u3042\u308b\u3068\u3044\u3046\u73fe\u5834\u306e\u5b66\u3073\u3092\u611f\u3058\u307e\u3059\u3002Agent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u89e6\u3063\u305f\u3053\u3068\u306e\u3042\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5fc5\u898b\u3067\u3059\uff01<\/p>\n<h3 id=\"AI-Agent\u6642\u4ee3\u306b\u304a\u3051\u308b\u4f7f\u3048\u3070\u4f7f\u3046\u307b\u3069\u8ce2\u304f\u306a\u308bAI\u6a5f\u80fd\u306e\u958b\u767a\">AI Agent\u6642\u4ee3\u306b\u304a\u3051\u308b\u300e\u4f7f\u3048\u3070\u4f7f\u3046\u307b\u3069\u8ce2\u304f\u306a\u308bAI\u6a5f\u80fd\u300f\u306e\u958b\u767a<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F10%2F23%2F222742\" title=\"AI Agent\u6642\u4ee3\u306b\u304a\u3051\u308b\u300c\u4f7f\u3048\u3070\u4f7f\u3046\u307b\u3069\u8ce2\u304f\u306a\u308bAI\u6a5f\u80fd\u300d\u306e\u958b\u767a - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/10\/23\/222742\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"AFlow\u306e\u6982\u8981\u56f3(AFlow: Automating Agentic Workflow Generation, https:\/\/arxiv.org\/abs\/2410.10762 \u304b\u3089\u306e\u5f15\u7528)\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125214336.png\" width=\"1117\" height=\"688\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>AFlow\u306e\u6982\u8981\u56f3(AFlow: Automating Agentic Workflow Generation, <a target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2410.10762\">https:\/\/arxiv.org\/abs\/2410.10762<\/a> \u304b\u3089\u306e\u5f15\u7528)<\/figcaption><\/figure>\n<\/p>\n<p>\u300c\u4f7f\u3048\u3070\u4f7f\u3046\u307b\u3069\u8ce2\u304f\u306a\u308b AI \u6a5f\u80fd\u300d\u306e\u958b\u767a\u3068\u3044\u3046\u30c6\u30fc\u30de\u3067\u3001LLM \u4ee5\u524d\u3001\u305d\u3057\u3066 LLM \u4ee5\u5f8c\u3069\u306e\u3088\u3046\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u304f\u306e\u304b\u3092\u8ad6\u6587\u3084\u5b9f\u969b\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5f15\u7528\u3057\u306a\u304c\u3089\u5e83\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002 \u66f4\u306b\u3001\u305d\u306e\u4e2d\u306e\u4e00\u8981\u7d20\u3068\u3057\u3066\u91cd\u8981\u306a Prompt \u6700\u9069\u5316\u3068\u3044\u3046\u6280\u8853\u306b\u3064\u3044\u3066 <a target=\"_blank\" href=\"https:\/\/dspy.ai\/\">DSPy<\/a> \u3092\u7528\u3044\u305f\u691c\u8a3c\u3092\u884c\u3063\u3066\u304a\u308a\u3001\u5b9f\u8df5\u7684\u306a\u5185\u5bb9\u306b\u3082\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u4f7f\u3048\u3070\u4f7f\u3046\u307b\u3069\u8ce2\u304f\u306a\u308b AI \u6a5f\u80fd\u300d\u3092\u8003\u3048\u308b\u3053\u3068\u306fAI Agent\u958b\u767a\u3092\u884c\u3046\u5168\u3066\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8003\u3048\u308b\u3079\u304d\u89b3\u70b9\u3067\u3059\u3002<\/p>\n<h3 id=\"Temporal-Knowledge-Graph\u3067\u4f5c\u308b\u6642\u9593\u5909\u5316\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u3092\u6271\u3046AI-Agent\u306e\u4e16\u754c\">Temporal Knowledge Graph\u3067\u4f5c\u308b\uff01\u6642\u9593\u5909\u5316\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u3092\u6271\u3046AI Agent\u306e\u4e16\u754c<\/h3>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2Ftkg-agent\" title=\"Temporal Knowledge Graph\u3067\u4f5c\u308b\uff01\u6642\u9593\u5909\u5316\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u3092\u6271\u3046AI Agent\u306e\u4e16\u754c - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/tkg-agent\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/a\/abctail30\/20251125\/20251125214545.png\" width=\"1200\" height=\"1099\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>AI\u306b\u3088\u308a\u6539\u3081\u3066\u811a\u5149\u3092\u6d74\u3073\u3066\u3044\u308b Knowledge Graph \u306b\u3064\u3044\u3066\u8abf\u67fb\u3068\u6280\u8853\u306e\u7d39\u4ecb\u3092\u884c\u3044\u3001\u305d\u306e\u4e2d\u3067\u3082\u6642\u9593\u5909\u5316\u3092\u53d6\u308a\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308bTemporal Knowledge Graph\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3066\u3044\u308b\u8a18\u4e8b\u3067\u3059\u3002\u5b9f\u88c5\u306e\u30dd\u30a4\u30f3\u30c8\u3001\u8ab2\u984c\u3060\u3051\u3067\u306a\u304f\u3001PoC\u306e\u30c7\u30e2\u52d5\u753b\u3067Temporal Knowledge Graph\u304c\u3069\u306e\u3088\u3046\u306a\u4e16\u754c\u3092\u5b9f\u73fe\u3067\u304d\u308b\u304b\u3082\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n<p>AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u304c55\u65e5\u306b\u5230\u9054\u3057\u3001\u533a\u5207\u308a\u3068\u3057\u3066\u3001\u79c1\u306e\u72ec\u65ad\u3068\u504f\u898b\u3067\u9078\u3093\u3060AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u540d\u4f5c\u3092\u632f\u308a\u8fd4\u308a\u3001\u3053\u3053\u307e\u3067\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u3092\u904b\u7528\u3057\u3066\u304d\u305f\u6240\u611f\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u60f3\u5b9a\u4ee5\u4e0a\u306b\u793e\u5185\u306b\u3082\u793e\u5916\u306b\u3082\u53cd\u97ff\u304c\u3042\u308a\u9a5a\u3044\u3066\u3044\u307e\u3059\u300212\u6708\u304b\u3089\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fc\u3082\u59cb\u307e\u308b\u306e\u3067\u307f\u306a\u3055\u3093\u697d\u3057\u307f\u306b\u304a\u5f85\u3061\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2Ftech-advent-calendar-2025\" title=\"LayerX Tech Advent Calendar 2025 \u4eca\u5e74\u3082\u3084\u308a\u307e\u3059\uff01 #LayerX\u30c6\u30c3\u30af\u30a2\u30c9\u30ab\u30ec - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/tech-advent-calendar-2025\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p>AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u306f\u3053\u3061\u3089\u306b\u3042\u308b\u306e\u3067\u662f\u975e\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Flayerx.notion.site%2F6975c0901ea54ca9b609fafc3e8a35c3%3Fv%3D268cdd370bae80cc8dfb000c55400a25\" title=\"Dev\u793e\u5916\u767a\u4fe1\u30de\u30b9\u30bf | Notion\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/layerx.notion.site\/6975c0901ea54ca9b609fafc3e8a35c3?v=268cdd370bae80cc8dfb000c55400a25\">layerx.notion.site<\/a><\/cite><\/p>\n<p>\u307e\u305f\u3001LayerX\u3067\u79c1\u3068\u4e00\u7dd2\u306bAI Agent\u958b\u767a\u3092\u7206\u901f\u306b\u3059\u308b\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u4ef2\u9593\u3082\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\uff01\uff01\u662f\u975e\u6c17\u8efd\u306b\u9023\u7d61\u304f\u3060\u3055\u3044\uff01\uff01<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fjobs.layerx.co.jp%2F234cdd370bae806dbe98e448605c8c7f\" title=\"LayerX\u3067AI Agent\u3092\u958b\u767a\u3059\u308b\u697d\u3057\u3055\u3092\u304a\u8a71\u3057\u3057\u307e\u3059\uff01\uff01 \/ LayerX \u63a1\u7528\u60c5\u5831\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/jobs.layerx.co.jp\/234cdd370bae806dbe98e448605c8c7f\">jobs.layerx.co.jp<\/a><\/cite><\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/11\/28\/124908\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u3053\u3061\u3089\u306fLayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc55\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002 LayerX \u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8\u3067 AI\/MLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u4e2d\u6751(@po3rin)\u3067\u3059\u3002AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u304c55\u65e5\u3092\u8fce\u3048\u307e\u3057\u305f\uff01\uff01 [&hellip;]","protected":false},"author":1,"featured_media":25540,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-25539","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 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u6700\u7d42\u56de\uff01\u5168\u4f53\u632f\u308a\u8fd4\u308a\u3068\u4ffa\u306e\u63a8\u3057\u8a18\u4e8b\u3092\u7d39\u4ecb\u3059\u308b\u305c\uff01 - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0 - \u30dd\u30b1\u30b3\u30f3<\/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:\/\/tech.layerx.co.jp\/entry\/2025\/11\/28\/124908\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u6700\u7d42\u56de\uff01\u5168\u4f53\u632f\u308a\u8fd4\u308a\u3068\u4ffa\u306e\u63a8\u3057\u8a18\u4e8b\u3092\u7d39\u4ecb\u3059\u308b\u305c\uff01 - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0 - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3061\u3089\u306fLayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc55\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002 LayerX \u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8\u3067 AI\/MLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u4e2d\u6751(@po3rin)\u3067\u3059\u3002AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u304c55\u65e5\u3092\u8fce\u3048\u307e\u3057\u305f\uff01\uff01 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/11\/28\/124908\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-28T05:06:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fa2Fabctail302F202511282F20251128125210.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1300\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/tech.layerx.co.jp\\\/entry\\\/2025\\\/11\\\/28\\\/124908#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/25539\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"LayerX AI Agent\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\u6700\u7d42\u56de\uff01\u5168\u4f53\u632f\u308a\u8fd4\u308a\u3068\u4ffa\u306e\u63a8\u3057\u8a18\u4e8b\u3092\u7d39\u4ecb\u3059\u308b\u305c\uff01 &#8211; LayerX 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