{"id":7477,"date":"2025-09-29T18:01:42","date_gmt":"2025-09-29T18:01:42","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=7477"},"modified":"2025-09-29T18:01:42","modified_gmt":"2025-09-29T18:01:42","slug":"temporal-workflow-%e3%81%a7%e5%ae%9f%e7%8f%be%e3%81%99%e3%82%8b-durable-%e3%81%aa-ai-agent-layerx_ai_agent_%e3%83%96%e3%83%ad%e3%82%b0%e3%83%aa%e3%83%ac%e3%83%bc","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/7477\/","title":{"rendered":"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc"},"content":{"rendered":"\n<\/p>\n<div>\n<p data-line=\"0\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/b2df4607fe85-20250929.png\" alt=\"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent by @izumin5210 #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\" class=\"md-img\" loading=\"lazy\"\/><br \/><em>\u305b\u3063\u304b\u304f\u4f5c\u3063\u3066\u3082\u3089\u3063\u305f\u306e\u306b Zenn \u3060\u3068 og:image \u8a2d\u5b9a\u3067\u304d\u306a\u304f\u3066\u9014\u65b9\u306b\u66ae\u308c\u305f\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf<\/em><\/p>\n<p data-line=\"3\" class=\"code-line\"><a target=\"_blank\" href=\"https:\/\/layerx.notion.site\/6975c0901ea54ca9b609fafc3e8a35c3?v=268cdd370bae80cc8dfb000c55400a25\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc<\/a> 14\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002<\/p>\n<p data-line=\"5\" class=\"code-line\">\u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8 \u30b9\u30bf\u30c3\u30d5\u30a8\u30f3\u30b8\u30cb\u30a2\u306e <a target=\"_blank\" href=\"https:\/\/x.com\/izumin5210\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">@izumin5210<\/a> \u3067\u3059\u3002<br \/>Platform Engineering \u90e8 Enabling \u30c1\u30fc\u30e0\u3067\u3044\u308d\u3044\u308d\u306a\u3053\u3068\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p data-line=\"8\" class=\"code-line\">\u3053\u306e\u8a18\u4e8b\u3067\u306f AI Agent \u3092\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3044\u304f\u306b\u3042\u305f\u308a\u3001\u8907\u96d1\u306a Agent \u3092 production \u3067\u52d5\u304b\u3059\u306e\u306b\u907f\u3051\u3066\u306f\u901a\u308c\u306a\u3044\u3067\u3042\u308d\u3046 Durable Execution \u3092\u5b9f\u73fe\u3057\u3066\u304f\u308c\u308b Workflow Engine \u3067\u3042\u308b Temporal \u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p data-line=\"10\" class=\"code-line\">\u307e\u305f\u3001\u3053\u306e AI Agent \u306e\u76db\u308a\u4e0a\u304c\u308a\u306f AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30fc\u30bf\u306e\u5c02\u9580\u5bb6\u306e\u72ec\u58c7\u5834\u306e\u3088\u3046\u306b\u898b\u3048\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u5b9f\u969b\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u7d44\u307f\u8fbc\u307f\u3092\u898b\u636e\u3048\u308b\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u3088\u3063\u3066\u89e3\u6c7a\u3059\u3079\u304d\u30c1\u30e3\u30ec\u30f3\u30b8\u3082\u5c71\u307b\u3069\u3042\u308b\u3088\uff01 \u3068\u8a00\u3046\u306e\u3092\u4f1d\u3048\u308b\u306e\u3082\u76ee\u7684\u3067\u3059\u3002<\/p>\n<aside class=\"msg message\"><span class=\"msg-symbol\">!<\/span><\/p>\n<div class=\"msg-content\">\n<p data-line=\"13\" class=\"code-line\">JavaScript\/TypeScript \u306b\u304a\u3044\u3066 &#8220;Temporal&#8221; \u306f\u65b0\u3057\u3044\u65e5\u6642\u64cd\u4f5c API \u3092\u793a\u3059\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u672c\u8a18\u4e8b\u4e2d\u3067\u306f\u6df7\u4e71\u3057\u306a\u3044\u3088\u3046\u306b\u4ee5\u5f8c &#8220;<strong>Temporal Workflow<\/strong>&#8221; \u3068\u3044\u3046\u8868\u8a18\u3067\u7d71\u4e00\u3057\u307e\u3059\u3002<\/p>\n<p data-line=\"15\" class=\"code-line\"><s>\u6700\u8fd1\u306f\u8eab\u306e\u56de\u308a\u3067\u3055\u307e\u3056\u307e\u306a Temporal \u304c\u4e71\u821e\u3057\u3066\u304a\u308a\u6df7\u4e71\u3059\u308b\u65e5\u3005\u3067\u3059\u3002<\/s><\/p>\n<\/div>\n<\/aside>\n<hr data-line=\"18\" class=\"code-line\"\/>\n<h2 id=\"ai-agent-%E3%81%A8%E3%81%AF\" data-line=\"20\" class=\"code-line\">\n AI Agent \u3068\u306f<\/h2>\n<blockquote data-line=\"22\" class=\"code-line\">\n<p data-line=\"22\" class=\"code-line\">\u76ee\u6a19\u306b\u5411\u3051\u3066\u74b0\u5883\u3068\u76f8\u4e92\u4f5c\u7528\u3057\u306a\u304c\u3089\u30bf\u30b9\u30af\u3092\u3053\u306a\u3059\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0<\/p>\n<p data-line=\"24\" class=\"code-line\">&#8211; <a target=\"_blank\" href=\"https:\/\/www.kspub.co.jp\/book\/detail\/5401408.html\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">\u73fe\u5834\u3067\u6d3b\u7528\u3059\u308b\u305f\u3081\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9f\u8df5\u5165\u9580<\/a> \u3088\u308a\u5f15\u7528<\/p>\n<\/blockquote>\n<p data-line=\"26\" class=\"code-line\">\u3067\u3059\u3002 \u3082\u3046\u3061\u3087\u3063\u3068\u5177\u4f53\u7684\u306b\u99b4\u67d3\u307f\u3042\u308b\u5358\u8a9e\u3092\u4f7f\u3046\u3068\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u3082\u3068\u306b\u601d\u8003\u3057\u3001\u4e0e\u3048\u3089\u308c\u305f Tool \u3092\u81ea\u5f8b\u7684\u306b\u5229\u7528\u3057\u3066\u60c5\u5831\u3092\u5f97\u308b\u30fb\u3042\u308b\u3044\u306f\u74b0\u5883\u306b\u50cd\u304d\u304b\u3051\u308b\u300d\u3088\u3046\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u672c\u8a18\u4e8b\u3067\u306f\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"ai-agent-%E3%81%A8-durable-execution\" data-line=\"28\" class=\"code-line\">\n AI Agent \u3068 Durable Execution<\/h2>\n<p data-line=\"30\" class=\"code-line\">\u5b9f\u88c5\u3057\u305f AI Agent \u3092\u30d7\u30ed\u30c0\u30af\u30c8\u4e0a\u3067\u3069\u3046\u3084\u3063\u3066\u52d5\u4f5c\u3055\u305b\u308b\u304b\u3001\u3068\u3044\u3046\u306e\u306f\u5358\u7d14\u306a\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>AI Agent \u306e\u5b9f\u884c\u306f\u305d\u3082\u305d\u3082\u30ed\u30f3\u30b0\u30bf\u30b9\u30af\u306b\u306a\u308a\u3084\u3059\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n<p data-line=\"33\" class=\"code-line\">AI Agent \u304c\u5165\u529b\uff08\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306a\u3069\uff09\u3092\u53d7\u3051\u53d6\u308a\u3001\u305d\u3053\u304b\u3089\u81ea\u5f8b\u7684\u306a\u5224\u65ad\u30fb\u30c4\u30fc\u30eb\u5b9f\u884c\u3092\u3057\u3064\u3064\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u3092 <strong>Agent Loop<\/strong> \u3068\u547c\u3076\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol data-line=\"35\" class=\"code-line\">\n<li data-line=\"35\" class=\"code-line\">\u5165\u529b + \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092 LLM \u306b\u6e21\u3057\u3066\u51e6\u7406\u3057\u3066\u3082\u3089\u3046<\/li>\n<li data-line=\"36\" class=\"code-line\">\u30c4\u30fc\u30eb\u5b9f\u884c\u304c\u5fc5\u8981\u3060\u3068\u5224\u65ad\u3057\u305f\u3089\u305d\u306e\u65e8\u304c\u8fd4\u3063\u3066\u304f\u308b<\/li>\n<li data-line=\"37\" class=\"code-line\">\u4e0a\u8a18\u3092\u53d7\u3051\u53d6\u308a\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u3057\u3001\u305d\u306e\u7d50\u679c\u3092 LLM \u306b\u623b\u3057\u3066\u51e6\u7406\u7d99\u7d9a<\/li>\n<li data-line=\"38\" class=\"code-line\">2\u306b\u623b\u308b\u3001\u3042\u308b\u3044\u306f\u6700\u7d42\u7684\u306a\u51fa\u529b\u3092\u751f\u6210<\/li>\n<\/ol>\n<blockquote data-line=\"41\" class=\"code-line\">\n<p data-line=\"41\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/0ab3f2acc2ea-20250929.png\" class=\"md-img\" loading=\"lazy\"\/><br \/><em><a target=\"_blank\" href=\"https:\/\/strandsagents.com\/latest\/documentation\/docs\/user-guide\/concepts\/agents\/agent-loop\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Agent Loop &#8211; Strands Agents<\/a> \u3088\u308a\u5f15\u7528<\/em><\/p>\n<\/blockquote>\n<p data-line=\"44\" class=\"code-line\">\u3053\u306e Agent Loop \u3092\u78ba\u5b9f\u306b\u5b8c\u4e86\u3055\u305b\u308b\u3053\u3068\u306f\u3001\u5b9f\u306f\u305d\u308c\u306a\u308a\u306b\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u3067\u3059\u3002<\/p>\n<ul data-line=\"46\" class=\"code-line\">\n<li data-line=\"46\" class=\"code-line\">\u3053\u306e Agent Loop \u3092\u56de\u3057\u3066\u3044\u308b\u9593\u306b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u306e\u63a5\u7d9a\u304c\u5207\u308c\u305f\u3089\u3069\u3046\u306a\u308b\u304b<\/li>\n<li data-line=\"47\" class=\"code-line\">\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30c8\u30e9\u30d6\u30eb\u3067\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u843d\u3061\u308b\u304b\u3082<\/li>\n<li data-line=\"48\" class=\"code-line\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e0d\u8abf\u306a\u3069\u306b\u3088\u308a\u4e00\u6642\u7684\u306a\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u3089\uff1f<\/li>\n<\/ul>\n<p data-line=\"50\" class=\"code-line\">Agent Loop \u5168\u4f53\u304c\u3059\u3050\u306b\u7d42\u308f\u308c\u3070\u554f\u984c\u306f\u5927\u304d\u304f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u6570\u5206~\u6570\u5341\u5206\u304b\u304b\u308b\u3088\u3046\u306a\u30bf\u30b9\u30af\u3067\u306f\u524d\u8ff0\u306b\u6319\u3052\u305f\u3088\u3046\u306a\u8981\u56e0\u3067\u30bf\u30b9\u30af\u304c\u4e2d\u65ad\u3055\u308c\u308b\u3053\u3068\u306f\u305d\u308c\u306a\u308a\u306b\u3042\u308a\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p data-line=\"52\" class=\"code-line\">\u307e\u305f\u3001 Agent \u304c\u547c\u3073\u51fa\u3059\u30c4\u30fc\u30eb\u304c\u526f\u4f5c\u7528\u3092\u4f34\u3046\u5834\u5408\u3001\u4f8b\u3048\u3070 Agent \u306b\u4f55\u3089\u304b\u306e\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3055\u305b\u308b\u3088\u3046\u306a\u7528\u9014\u3067\u306f\u3001\u5358\u7d14\u306b\u30ea\u30c8\u30e9\u30a4\u3092\u3057\u3066\u3057\u307e\u3046\u3068\u30c7\u30fc\u30bf\u304c\u591a\u91cd\u306b\u4f5c\u6210\u3055\u308c\u3066\u3057\u307e\u3044\u30d0\u30b0\u306e\u539f\u56e0\u3068\u306a\u308a\u3048\u307e\u3059\u3002 \u51aa\u7b49\u306b\u4f5c\u308c\u3070\u3044\u3044\u3001\u3068\u8a00\u3063\u3066\u3057\u307e\u3048\u3070\u305d\u308c\u306f\u305d\u3046\u3067\u3059\u304c\u3001AI Agent \u3067\u306f\u51e6\u7406\u958b\u59cb\u6642\u70b9\u3067\u3069\u306e\u3088\u3046\u306a\u51e6\u7406\u3092\u3059\u308b\u304b\u306f\u81ea\u660e\u3067\u306f\u306a\u304f\u3001\u307e\u305f\u540c\u3058\u5165\u529b\u3067\u3042\u3063\u3066\u3082\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u30d1\u30e9\u30e1\u30bf\u304c\u4e00\u81f4\u3059\u308b\u4fdd\u8a3c\u3082\u306a\u3044\u305f\u3081\u3001\u5168\u4f53\u3068\u3057\u3066\u51aa\u7b49\u306a\u632f\u308b\u821e\u3044\u3092\u3055\u305b\u308b\u96e3\u6613\u5ea6\u306f\u304b\u306a\u308a\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p data-line=\"54\" class=\"code-line\">AI Agent \u306e\u3088\u3046\u306b\u5b9f\u884c\u304c\u9577\u6642\u9593\u306b\u308f\u305f\u308b\u3088\u3046\u306a\u7528\u9014\u306b\u304a\u3044\u3066\u306f\u3001\u51e6\u7406\u304c\u4e2d\u65ad\u30fb\u518d\u958b\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u306e\u91cd\u8981\u6027\u304c\u9ad8\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p data-line=\"56\" class=\"code-line\">Agent Loop \u30921\u3064\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u6349\u3048\u305f\u3068\u304d\u306b\u3001\u300cLLM \u306b\u51e6\u7406\u3057\u3066\u3082\u3089\u3046\u300d\u300c\u30c4\u30fc\u30eb\u5b9f\u884c\u300d\u306a\u3069\u306e\u500b\u3005\u306e\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u3092\u8a18\u9332\u3057\u3001\u4e2d\u65ad\u30fb\u518d\u958b\u6642\u306b\u306f\u5b8c\u4e86\u6e08\u307f\u306e\u30bf\u30b9\u30af\u306f\u305d\u306e\u307e\u307e\u306b\u6b8b\u308a\u306e\u30bf\u30b9\u30af\u306e\u307f\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u78ba\u5b9f\u306b\u5b8c\u9042\u3059\u308b\u3088\u3046\u306a Durable \u306a\uff08\u8010\u4e45\u6027\u306e\u3042\u308b\uff09\u5b9f\u884c\u30a8\u30f3\u30b8\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h2 id=\"temporal-workflow\" data-line=\"59\" class=\"code-line\">\n Temporal Workflow<\/h2>\n<p data-line=\"61\" class=\"code-line\">\u524d\u8ff0\u3057\u305f\u3088\u3046\u306a Durable \u306a Workflow Engine \u3068\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u306e\u304c <a target=\"_blank\" href=\"https:\/\/temporal.io\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Temporal Workflow<\/a> \u3067\u3059\u3002<\/p>\n<p data-line=\"63\" class=\"code-line\"><span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__97934c473b158\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__97934c473b158\" data-content=\"https%3A%2F%2Ftemporal.io%2F\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/temporal.io\/\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/temporal.io\/<\/a><\/p>\n<p data-line=\"65\" class=\"code-line\">Temporal Workflow \u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u3084\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001\u4e00\u898b\u666e\u901a\u306e\uff08\uff1f\uff09\u624b\u7d9a\u304d\u7684\u306a\u30b3\u30fc\u30c9\u3067\u8907\u6570\u306e\u30bf\u30b9\u30af\u304b\u3089\u306a\u308b\u51e6\u7406\uff08Workflow\uff09\u3092\u8a18\u8ff0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"67\" class=\"code-line\">\uff08SDK \u306f Go, Java, PHP, Python, TypeScript, .Net, Ruby \u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u306f TypeScript \u3092\u4f8b\u306b\u3057\u307e\u3059\uff09<\/p>\n<div class=\"code-block-container\">\n<pre class=\"language-ts\"><code class=\"language-ts code-line\" data-line=\"69\">\n\n\n\n<span class=\"token keyword\">export<\/span> <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">getUserNameById<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token operator\">:<\/span> <span class=\"token builtin\">string<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">:<\/span> <span class=\"token builtin\">Promise<\/span><span class=\"token operator\"><span class=\"token builtin\">string<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token punctuation\">{<\/span>\n  <span class=\"token keyword\">const<\/span> user <span class=\"token operator\">=<\/span> <span class=\"token keyword\">await<\/span> repository<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUserById<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span>\n  <span class=\"token keyword\">return<\/span> user<span class=\"token punctuation\">.<\/span>name\n<span class=\"token punctuation\">}<\/span>\n\n<span class=\"token keyword\">export<\/span> <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">greet<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token operator\">:<\/span> <span class=\"token builtin\">string<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">:<\/span> <span class=\"token builtin\">Promise<\/span><span class=\"token operator\"><span class=\"token builtin\">string<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token punctuation\">{<\/span>\n  <span class=\"token keyword\">return<\/span> <span class=\"token template-string\"><span class=\"token template-punctuation string\">`<\/span><span class=\"token string\">\ud83d\udc4b Hello, <\/span><span class=\"token interpolation\"><span class=\"token interpolation-punctuation punctuation\">${<\/span>name<span class=\"token interpolation-punctuation punctuation\">}<\/span><\/span><span class=\"token string\">!<\/span><span class=\"token template-punctuation string\">`<\/span><\/span><span class=\"token punctuation\">;<\/span>\n<span class=\"token punctuation\">}<\/span>\n<\/span><\/span><\/code><\/pre>\n<\/div>\n<div class=\"code-block-container\">\n<pre class=\"language-ts\"><code class=\"language-ts code-line\" data-line=\"84\">\n\n\n\n<span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> proxyActivities <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">'@temporalio\/workflow'<\/span><span class=\"token punctuation\">;<\/span>\n<span class=\"token keyword\">import<\/span> <span class=\"token keyword\">type<\/span> <span class=\"token operator\">*<\/span> <span class=\"token keyword\">as<\/span> activities <span class=\"token keyword\">from<\/span> <span class=\"token string\">'.\/activities'<\/span><span class=\"token punctuation\">;<\/span>\n\n<span class=\"token keyword\">const<\/span> <span class=\"token punctuation\">{<\/span> getUserNameById<span class=\"token punctuation\">,<\/span> greet <span class=\"token punctuation\">}<\/span> <span class=\"token operator\">=<\/span> <span class=\"token generic-function\"><span class=\"token function\">proxyActivities<\/span><span class=\"token generic class-name\"><span class=\"token operator\"><span class=\"token keyword\">typeof<\/span> activities<span class=\"token operator\">&gt;<\/span><\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n\n<span class=\"token keyword\">export<\/span> <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">sayHelloWorkflow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> userId <span class=\"token punctuation\">}<\/span><span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span> userId<span class=\"token operator\">:<\/span> <span class=\"token builtin\">string<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">:<\/span> <span class=\"token builtin\">Promise<\/span><span class=\"token operator\"><span class=\"token builtin\">string<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token punctuation\">{<\/span>\n  \n  <span class=\"token keyword\">const<\/span> name <span class=\"token operator\">=<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">getUserNameById<\/span><span class=\"token punctuation\">(<\/span>userId<span class=\"token punctuation\">)<\/span>\n  <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> <span class=\"token function\">greet<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n<span class=\"token punctuation\">}<\/span>\n<\/span><\/span><\/code><\/pre>\n<\/div>\n<p data-line=\"102\" class=\"code-line\">\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u306e Workflow \u95a2\u6570\u5185\u3067 Activity \u3092\u547c\u3073\u51fa\u3059\u3068\u30bf\u30b9\u30af\u30ad\u30e5\u30fc\u306b\u30a8\u30f3\u30ad\u30e5\u30fc\u3055\u308c\u3001\u30ef\u30fc\u30ab\u30fc\u30d7\u30ed\u30bb\u30b9\u3067\u51e6\u7406\u3055\u308c\u307e\u3059\u3002 \u3053\u306e Activity \u306e\u5b9f\u884c\u7d50\u679c\u3084\u72b6\u614b\u3092\u7ba1\u7406\u3057\u3001\u304b\u3064 Workflow \u81ea\u8eab\u304c\u526f\u4f5c\u7528\u3084\u5916\u90e8\u4f9d\u5b58\u3092\u6301\u305f\u306a\u3044\u3053\u3068\u3067 Workflow \u5168\u4f53\u3068\u3057\u3066 Durable \u306a\u5b9f\u884c\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote data-line=\"104\" class=\"code-line\">\n<p data-line=\"104\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/85b012a09fc7-20250929.png\" class=\"md-img\" loading=\"lazy\"\/><br \/><em><a target=\"_blank\" href=\"https:\/\/temporal.io\/blog\/workflow-engine-principles\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Workflow Engine Design Principles with Temporal | Temporal<\/a> \u3088\u308a\u5f15\u7528<\/em><\/p>\n<\/blockquote>\n<p data-line=\"107\" class=\"code-line\">\u524d\u7bc0\u306e Agent Loop \u306b\u304a\u3051\u308b\u300cLLM \u306e\u51e6\u7406\u300d\u300c\u30c4\u30fc\u30eb\u5b9f\u884c\u300d\u306a\u3069\u304c Temporal Workflow \u306b\u304a\u3051\u308b Activity \u3068\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u3053\u3068\u3067\u3001 Agent Loop \u5168\u4f53\u3092 Durable \u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u2026 \u3068\u3044\u3046\u306e\u304c AI Agent \u3092 Temporal Workflow \u3067\u52d5\u304b\u3059\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<blockquote data-line=\"109\" class=\"code-line\">\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"109\">            +---------------------+\n            |   Temporal Server   |      (Stores workflow state,\n            +---------------------+       schedules activities,\n                     ^                    persists progress)\n                     |\n        Save state,  |   Schedule Tasks,\n        progress,    |   load state on resume\n        timeouts     |\n                     |\n+------------------------------------------------------+\n|                      Worker                          |\n|   +----------------------------------------------+   |\n|   |              Workflow Code                   |   |\n|   |       (Agent Orchestration Loop)             |   |\n|   +----------------------------------------------+   |\n|          |          |                |               |\n|          v          v                v               |\n|   +-----------+ +-----------+ +-------------+        |\n|   | Activity  | | Activity  | |  Activity   |        |\n|   | (Tool 1)  | | (Tool 2)  | | (Model API) |        |\n|   +-----------+ +-----------+ +-------------+        |\n|         |           |                |               |\n+------------------------------------------------------+\n          |           |                |\n          v           v                v\n      [External APIs, services, databases, etc.]\n<\/code><\/pre>\n<\/div>\n<p data-line=\"138\" class=\"code-line\"><a target=\"_blank\" href=\"https:\/\/github.com\/temporalio\/sdk-python\/tree\/1.18.0\/temporalio\/contrib\/openai_agents\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">sdk-python\/temporalio\/contrib\/openai_agents at 1.18.0 \u00b7 temporalio\/sdk-python<\/a> \u3088\u308a\u5f15\u7528<\/p>\n<\/blockquote>\n<p data-line=\"140\" class=\"code-line\">\u307e\u305f\u3001Workflow Engine \u3068\u3057\u3066\u3082\u3055\u307e\u3056\u307e\u306a\u4fbf\u5229\u306a\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u8907\u96d1\u306a\u51e6\u7406\u304c\u5fc5\u8981\u306a Workflow \u306b\u3082\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"durable-execution-%E3%81%AB%E3%82%88%E3%81%A3%E3%81%A6%E3%82%82%E3%81%9F%E3%82%89%E3%81%95%E3%82%8C%E3%82%8B%E8%A8%AD%E8%A8%88%E3%83%BB%E5%AE%9F%E8%A3%85%E4%B8%8A%E3%81%AE%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\" data-line=\"147\" class=\"code-line\">\n Durable Execution \u306b\u3088\u3063\u3066\u3082\u305f\u3089\u3055\u308c\u308b\u8a2d\u8a08\u30fb\u5b9f\u88c5\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p data-line=\"149\" class=\"code-line\">\u5b9f\u884c\u3092 Durable \u306b\u3057\u3066\u304f\u308c\u308b\u3001\u3068\u3044\u3046\u3060\u3051\u3067 AI Agent \u3092\u5b9f\u88c5\u3059\u308b\u4e0a\u3067\u304b\u306a\u308a\u3042\u308a\u304c\u305f\u3044\u306e\u3067\u3059\u304c\u3001Durable \u3067\u3042\u308b\u3053\u3068\u3001\u3042\u308b\u3044\u306f Durable Workflow \u304c\u3042\u308b\u3053\u3068\u3067\u4ed6\u306b\u3082\u8a2d\u8a08\u30fb\u5b9f\u88c5\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"%E3%83%90%E3%83%83%E3%82%AF%E3%82%B0%E3%83%A9%E3%82%A6%E3%83%B3%E3%83%89%E3%82%BF%E3%82%B9%E3%82%AF%E3%83%BB%E3%81%82%E3%82%8B%E3%81%84%E3%81%AF%E3%83%A6%E3%83%BC%E3%82%B6%E6%93%8D%E4%BD%9C%E8%B5%B7%E7%82%B9%E3%81%A7%E3%81%AA%E3%81%84%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%82%E4%B9%97%E3%81%9B%E3%82%8B%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%82%8B\" data-line=\"151\" class=\"code-line\">\n \u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30bf\u30b9\u30af\u30fb\u3042\u308b\u3044\u306f\u30e6\u30fc\u30b6\u64cd\u4f5c\u8d77\u70b9\u3067\u306a\u3044\u30bf\u30b9\u30af\u3082\u4e57\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/h3>\n<p data-line=\"153\" class=\"code-line\">\u3053\u308c\u306f\u5272\u3068\u5358\u7d14\u306a\u8a71\u3067\u3059\u304c\u3001Temporal Workflow \u306f\u672c\u8cea\u7684\u306b\u306f AI \u306a\u3069\u306f\u95a2\u4fc2\u306a\u304f\u5358\u306a\u308b Durable \u306a Workflow Engine \u3067\u3059\u3002 \u306a\u306e\u3067\u5f53\u7136 Agent Loop \u4ee5\u5916\u306e\u51e6\u7406\u3082\u4e57\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001AI Agent \u3068\u8a00\u308f\u308c\u308b\u3068\u30c1\u30e3\u30c3\u30c8\u3092\u60f3\u50cf\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u305d\u306e interface \u306f\u30c1\u30e3\u30c3\u30c8\u306b\u9650\u308a\u307e\u305b\u3093\u3002<\/p>\n<p data-line=\"155\" class=\"code-line\">\u4f8b\u3048\u3070\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u306b\u524d\u51e6\u7406\u3092\u3057\u305f\u4e0a\u3067 Agent \u306b\u6e21\u3059\u3067\u3042\u308b\u3068\u304b\u3001\u3042\u308b\u3044\u306f\u30e1\u30fc\u30eb\u53d7\u4fe1\u3084\u5b9a\u671f\u5b9f\u884c\u306e\u30b8\u30e7\u30d6\u3068\u3044\u3063\u305f\u30e6\u30fc\u30b6\u306b\u3088\u308b\u80fd\u52d5\u7684\u306a\u64cd\u4f5c\u3067\u306f\u306a\u3044\u30a4\u30d9\u30f3\u30c8\u3092\u30c8\u30ea\u30ac\u3068\u3059\u308b\u51e6\u7406\u3082 Workflow \u5185\u306b\u81ea\u7136\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3 id=\"%E5%A4%96%E9%83%A8%E3%81%8B%E3%82%89%E3%81%AE%E6%93%8D%E4%BD%9C%E3%82%92-message-passing-%E3%81%A7%E5%8F%97%E3%81%91%E4%BB%98%E3%81%91%E3%82%8B%E3%81%93%E3%81%A8%E3%81%8C%E3%81%A7%E3%81%8D%E3%82%8B\" data-line=\"157\" class=\"code-line\">\n \u5916\u90e8\u304b\u3089\u306e\u64cd\u4f5c\u3092 message passing \u3067\u53d7\u3051\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/h3>\n<p data-line=\"159\" class=\"code-line\">\u3088\u304f\u3042\u308b\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u3088\u3046\u306a\u4f8b\u3067\u3001Agent \u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u5bfe\u3057\u3066\u30e6\u30fc\u30b6\u304b\u3089\u8fd4\u4fe1\u3092\u53d7\u3051\u305f\u3068\u304d\u306b\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5f15\u304d\u7d99\u304e\u3064\u3064 Agent Loop \u3092\u518d\u958b\u3057\u305f\u3044\u3068\u3044\u3046\u306e\u306f\u3088\u304f\u3042\u308b\u30b1\u30fc\u30b9\u3067\u3059\u3002<\/p>\n<p data-line=\"161\" class=\"code-line\">\u3053\u306e\u300c\u30e6\u30fc\u30b6\u304b\u3089\u8fd4\u4fe1\u3092\u53d7\u3051\u4ed8\u3051\u308b\u300d\u306a\u3069\u5916\u90e8\u304b\u3089\u306e\u64cd\u4f5c\u3092\u8d77\u52d5\u6e08\u307f\u306e Workflow \u306b\u53d6\u308a\u8fbc\u307f\u305f\u3044\u5834\u5408\u306b Temporal Workflow \u304c\u63d0\u4f9b\u3059\u308b Signal \u306a\u3069\u306e message passing \u306e\u4ed5\u7d44\u307f\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"163\" class=\"code-line\"><span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__af8eece2a9f77\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__af8eece2a9f77\" data-content=\"https%3A%2F%2Fdocs.temporal.io%2Fevaluate%2Fdevelopment-production-features%2Fworkflow-message-passing\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/docs.temporal.io\/evaluate\/development-production-features\/workflow-message-passing\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.temporal.io\/evaluate\/development-production-features\/workflow-message-passing<\/a><\/p>\n<div class=\"code-block-container\">\n<pre class=\"language-ts\"><code class=\"language-ts code-line\" data-line=\"165\"><span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> defineSignal<span class=\"token punctuation\">,<\/span> setHandler <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">\"@temporalio\/workflow\"<\/span><span class=\"token punctuation\">;<\/span>\n\n\n<span class=\"token keyword\">const<\/span> messageSignal <span class=\"token operator\">=<\/span> <span class=\"token generic-function\"><span class=\"token function\">defineSignal<\/span><span class=\"token generic class-name\"><span class=\"token operator\"><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span> text<span class=\"token operator\">:<\/span> <span class=\"token builtin\">string<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&gt;<\/span><\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"message\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">agentWorkflow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\n  \n\n  <span class=\"token function\">setHandler<\/span><span class=\"token punctuation\">(<\/span>messageSignal<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> text <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">=&gt;<\/span> <span class=\"token punctuation\">{<\/span>\n    \n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n  \n<span class=\"token punctuation\">}<\/span>\n\n\n<span class=\"token keyword\">const<\/span> wfHandle <span class=\"token operator\">=<\/span> temporalClient<span class=\"token punctuation\">.<\/span>workflow<span class=\"token punctuation\">.<\/span><span class=\"token function\">getHandle<\/span><span class=\"token punctuation\">(<\/span>workflowId<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n<span class=\"token keyword\">await<\/span> wfHandle<span class=\"token punctuation\">.<\/span><span class=\"token function\">signal<\/span><span class=\"token punctuation\">(<\/span>messageSignal<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span> text<span class=\"token operator\">:<\/span> message <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n<\/span><\/code><\/pre>\n<\/div>\n<p data-line=\"187\" class=\"code-line\">\u3053\u306e\u300c\u5916\u304b\u3089 Workflow \u306b\u5e72\u6e09\u3067\u304d\u308b\u6a5f\u69cb\u300d\u306f\u601d\u3044\u306e\u307b\u304b\u4fbf\u5229\u3067\u3001\u5f8c\u8ff0\u3059\u308b\u3088\u3046\u306b\u30c4\u30fc\u30eb\u5b9f\u884c\u78ba\u8a8d\u306e\u3088\u3046\u306a HITL(Human-in-the-loop) \u3092\u67d4\u8edf\u306b\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"%E4%B8%80%E6%99%82%E7%9A%84%E3%81%AA%E7%8A%B6%E6%85%8B%E3%82%92-%22%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%AB%E5%A4%89%E6%95%B0%22-%E3%81%A3%E3%81%BD%E3%81%8F%E6%89%B1%E3%81%88%E3%82%8B\" data-line=\"189\" class=\"code-line\">\n \u4e00\u6642\u7684\u306a\u72b6\u614b\u3092 &#8220;\u30ed\u30fc\u30ab\u30eb\u5909\u6570&#8221; \u3063\u307d\u304f\u6271\u3048\u308b<\/h3>\n<p data-line=\"191\" class=\"code-line\">Workflow \u3092 Durable \u306b\u3059\u308b\u305f\u3081\u306b\u3001Workflow \u306e\u5b9f\u88c5\u306b\u306f\u526f\u4f5c\u7528\u3084\u74b0\u5883\u4f9d\u5b58\u304c\u306a\u304f\u3001\u304b\u3064 Activity \u306e\u5b9f\u884c\u7d50\u679c\u304c\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3068\u3044\u3046\u3053\u3068\u306f\u3001<strong>Workflow \u5b9f\u884c\u6642\u306e\u4efb\u610f\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306e\u5909\u6570\u306e\u72b6\u614b\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306a\u306f\u305a<\/strong>\u3067\u3059\u3002 Workflow \u5b9f\u884c\u4e2d\u306e\u4e2d\u9593\u72b6\u614b\u306e DB \u306a\u3069\u3078\u306e\u6c38\u7d9a\u5316\u306f\u660e\u793a\u7684\u306b\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002 Workflow \u5b9f\u88c5\u8005\u306e\u30e1\u30f3\u30bf\u30eb\u30e2\u30c7\u30eb\u3068\u3057\u3066\u306f\u30ed\u30fc\u30ab\u30eb\u5909\u6570\u3068\u540c\u3058\u30ab\u30b8\u30e5\u30a2\u30eb\u3055\u3067\u3001\u3044\u3044\u610f\u5473\u3067\u96d1\u306b\u72b6\u614b\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"193\" class=\"code-line\">\u4f8b\u3048\u3070 <a target=\"_blank\" href=\"https:\/\/docs.claude.com\/en\/docs\/claude-code\/sdk\/streaming-vs-single-mode\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Claude Code \u3067\u306f Agent \u304c\u51e6\u7406\u4e2d\u3067\u3042\u3063\u3066\u3082\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d7\u3051\u4ed8\u3051\u3066\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u3057\u3066\u304f\u308c\u307e\u3059<\/a>\u304c\u3001\u305d\u308c\u3068\u4f3c\u305f\u3088\u3046\u306a\u3053\u3068\u304c\u5358\u7d14\u306a\u6a5f\u69cb\u3067\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<pre class=\"language-ts\"><code class=\"language-ts code-line\" data-line=\"195\"><span class=\"token keyword\">import<\/span> <span class=\"token punctuation\">{<\/span> defineSignal<span class=\"token punctuation\">,<\/span> setHandler <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">from<\/span> <span class=\"token string\">\"@temporalio\/workflow\"<\/span><span class=\"token punctuation\">;<\/span>\n\n\n<span class=\"token keyword\">const<\/span> messageSignal <span class=\"token operator\">=<\/span> <span class=\"token generic-function\"><span class=\"token function\">defineSignal<\/span><span class=\"token generic class-name\"><span class=\"token operator\"><span class=\"token punctuation\">[<\/span>Message<span class=\"token punctuation\">]<\/span><span class=\"token operator\">&gt;<\/span><\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"message\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">agentWorkflow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\n  \n\n  <span class=\"token keyword\">const<\/span> queuedMessages<span class=\"token operator\">:<\/span> Message<span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\n\n  <span class=\"token function\">setHandler<\/span><span class=\"token punctuation\">(<\/span>messageSignal<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">=&gt;<\/span> <span class=\"token punctuation\">{<\/span>\n    queuedMessages<span class=\"token punctuation\">.<\/span><span class=\"token function\">push<\/span><span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n    \n    \n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n  \n<span class=\"token punctuation\">}<\/span>\n<\/span><\/code><\/pre>\n<\/div>\n<h3 id=\"%E3%83%A6%E3%83%BC%E3%82%B6%E3%81%AE%E6%93%8D%E4%BD%9C%E3%81%AE%E5%BE%85%E3%81%A1%E5%8F%97%E3%81%91%E3%81%AA%E3%81%A9%E3%81%8C%E3%81%82%E3%82%8B%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%82%E6%89%B1%E3%81%88%E3%82%8B\" data-line=\"218\" class=\"code-line\">\n \u30e6\u30fc\u30b6\u306e\u64cd\u4f5c\u306e\u5f85\u3061\u53d7\u3051\u306a\u3069\u304c\u3042\u308b\u30bf\u30b9\u30af\u3082\u6271\u3048\u308b<\/h3>\n<p data-line=\"220\" class=\"code-line\">Temporal Workflow \u306b\u306f\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u307e\u3067\u5f85\u6a5f\u3059\u308b <code>condition()<\/code> \u3084\u6392\u4ed6\u5b9f\u884c\u306e\u305f\u3081\u306e <code>Mutex<\/code> \u306a\u3069\u306e\u4ed5\u7d44\u307f\u3082\u6a19\u6e96\u3067\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p data-line=\"222\" class=\"code-line\"><span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__1df3f04bdc999\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__1df3f04bdc999\" data-content=\"https%3A%2F%2Fdocs.temporal.io%2Fdevelop%2Ftypescript%2Fmessage-passing%23add-wait-conditions-to-block\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/docs.temporal.io\/develop\/typescript\/message-passing#add-wait-conditions-to-block\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.temporal.io\/develop\/typescript\/message-passing#add-wait-conditions-to-block<\/a><\/p>\n<p data-line=\"224\" class=\"code-line\">\u3053\u308c\u3068 Signal \u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u300c\u7279\u5b9a\u306e\u5916\u90e8\u64cd\u4f5c\u3092\u53d7\u3051\u4ed8\u3051\u308b\u307e\u3067\u5f85\u6a5f\u300d\u3068\u3044\u3046\u5b9f\u88c5\u304c\u53ef\u80fd\u3067\u3059\u3002 \u30c4\u30fc\u30eb\u5b9f\u884c\u78ba\u8a8d\u306a\u3069\u3044\u308f\u3086\u308b HITL(Human-in-the-loop) \u306a\u3069\u306e\u5b9f\u88c5\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"code-block-container\">\n<pre class=\"language-ts\"><code class=\"language-ts code-line\" data-line=\"226\"><span class=\"token keyword\">const<\/span> approvalSignal <span class=\"token operator\">=<\/span> <span class=\"token generic-function\"><span class=\"token function\">defineSignal<\/span><span class=\"token generic class-name\"><span class=\"token operator\"><span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">{<\/span> userId<span class=\"token operator\">:<\/span> <span class=\"token builtin\">string<\/span> <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&gt;<\/span><\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"approval\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">function<\/span> <span class=\"token function\">agentWorkflow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\n  \n\n  <span class=\"token keyword\">const<\/span> approvedUserIdSet <span class=\"token operator\">=<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Set<span class=\"token operator\"><span class=\"token builtin\">string<\/span><span class=\"token operator\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n  <span class=\"token function\">setHandler<\/span><span class=\"token punctuation\">(<\/span>approvalSignal<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span> userId <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">=&gt;<\/span> <span class=\"token punctuation\">{<\/span>\n    approvedUserIdSet<span class=\"token punctuation\">.<\/span><span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>userId<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n  <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n  \n  <span class=\"token keyword\">await<\/span> <span class=\"token function\">condition<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">=&gt;<\/span> approvedUserIdSet<span class=\"token punctuation\">.<\/span>size <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\n\n  \n<span class=\"token punctuation\">}<\/span>\n<\/span><\/span><\/code><\/pre>\n<\/div>\n<p data-line=\"245\" class=\"code-line\">HITL \u306f\u30e6\u30fc\u30b6\u306e\u64cd\u4f5c\u304c\u3044\u3064\u6765\u308b\u304b\u308f\u304b\u3089\u306a\u3044\u305f\u3081\u9577\u6642\u9593\u306e\u5b9f\u884c\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u305d\u3053\u306f Temporal \u306a\u306e\u3067\u3057\u3063\u304b\u308a Durable \u306b\u6271\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<h3 id=\"workflow-%E3%81%AE%E3%83%90%E3%83%BC%E3%82%B8%E3%83%A7%E3%83%8B%E3%83%B3%E3%82%B0%E3%81%AB%E5%AF%BE%E5%BF%9C\" data-line=\"248\" class=\"code-line\">\n Workflow \u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u306b\u5bfe\u5fdc<\/h3>\n<p data-line=\"250\" class=\"code-line\">\u6570\u6642\u9593~\u6570\u65e5\u306e\u30ec\u30d9\u30eb\u306e long-running \u306a\u30bf\u30b9\u30af\u3060\u3068\u30c7\u30d7\u30ed\u30a4\u306a\u3069\u306b\u3088\u3063\u3066 state \u306e\u5f62\u3084 Agent \u305d\u306e\u3082\u306e\u306e\u5b9f\u88c5\u304c\u5909\u308f\u3063\u3066\u3057\u3046\u3068\u5b9f\u884c\u7d50\u679c\u304c\u304a\u304b\u3057\u304f\u306a\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\u3057\u304b\u3057 Temporal Workflow \u306f\u305d\u3082\u305d\u3082\u304c\u9577\u6642\u9593\u306e\u30bf\u30b9\u30af\u5b9f\u884c\u3092\u60f3\u5b9a\u3057\u3066\u3044\u308b\u57fa\u76e4\u306a\u306e\u3067\u3001\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306e\u6a5f\u69cb\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p data-line=\"253\" class=\"code-line\"><span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__d39a68c3ce5aa\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__d39a68c3ce5aa\" data-content=\"https%3A%2F%2Fdocs.temporal.io%2Fproduction-deployment%2Fworker-deployments%2Fworker-versioning\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/docs.temporal.io\/production-deployment\/worker-deployments\/worker-versioning\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/docs.temporal.io\/production-deployment\/worker-deployments\/worker-versioning<\/a><\/p>\n<p data-line=\"255\" class=\"code-line\">\u5b9f\u969b\u306b\u3042\u308b\u7a0b\u5ea6\u8907\u96d1\u306a AI Agent \u30d7\u30ed\u30c0\u30af\u30c8\u6a5f\u80fd\u3092\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u3053\u306e\u3042\u305f\u308a\u3092\u3069\u308c\u304f\u3089\u3044\u30b1\u30a2\u3057\u3066\u3044\u304f\u304b\u306f\u614e\u91cd\u306b\u8a2d\u8a08\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u304c\u3001\u5c11\u306a\u304f\u3068\u3082\u57fa\u76e4\u5074\u306b\u3053\u306e\u3088\u3046\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u5165\u3063\u3066\u3044\u308b\u3068\u9032\u3081\u3084\u3059\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"%E3%81%BE%E3%81%A8%E3%82%81---ai-agent-%E6%99%82%E4%BB%A3%E3%81%AE%E3%82%BD%E3%83%95%E3%83%88%E3%82%A6%E3%82%A7%E3%82%A2%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0\" data-line=\"258\" class=\"code-line\">\n \u307e\u3068\u3081 &#8211; AI Agent \u6642\u4ee3\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/h2>\n<p data-line=\"260\" class=\"code-line\">\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\u307e\u3057\u305f\u3002\u30d0\u30af\u30e9\u30af\u3067\u306f\u3053\u306e Temporal \u3092\u30d5\u30eb\u6d3b\u7528\u3057\u3066 AI Agent \u3092\u4f5c\u308b\u3001\u3042\u308b\u3044\u306f AI Agent \u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u57fa\u76e4\u3092\u6574\u5099\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"262\" class=\"code-line\">\u5192\u982d\u306b\u3082\u66f8\u304d\u307e\u3057\u305f\u304c\u3001 AI Agent \u306e\u76db\u308a\u4e0a\u304c\u308a\u306f\u3069\u3046\u3057\u3066\u3082 AI \u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5c02\u9580\u5bb6\u306e\u4ed5\u4e8b\u306a\u3093\u3067\u3057\u3087\uff1f \u50d5\u305f\u3061\u666e\u901a\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9762\u767d\u3044\u4ed5\u4e8b\u306f\u306a\u304f\u306a\u308b\uff1f \u3068\u304b\u601d\u3063\u3066\u3044\u307e\u305b\u3093\u304b\uff1f \u308f\u304b\u308a\u3084\u3059\u304f\u8a71\u984c\u306a\u308b\u306e\u3082 Context Engineering \u3084\u30e1\u30e2\u30ea\u6226\u7565, RAG \u306b\u3088\u308b\u77e5\u8b58\u306e\u62e1\u5f35\u306a\u3069 AI \u3063\u307d\u3044\u65b0\u3057\u3044\u6280\u8853\u304c\u591a\u304f\u898b\u3048\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>\u3057\u304b\u3057\u3001<strong>\u5b9f\u969b\u306b\u30d7\u30ed\u30c0\u30af\u30c8\u306b AI Agent \u3092\u7d44\u307f\u8fbc\u3082\u3046\u3068\u3059\u308b\u3068\u3001 Durable Execution \u306e\u305f\u3081\u306e\u5b9f\u884c\u57fa\u76e4\u3084\u8a8d\u8a3c\u8a8d\u53ef, \u8a55\u4fa1\u3084 Observability \u306a\u3069\u3001\u5f93\u6765\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u3082\u975e\u5e38\u306b\u305f\u304f\u3055\u3093\u306e\u30c1\u30e3\u30ec\u30f3\u30b8\u304c\u5b58\u5728\u3057\u307e\u3059<\/strong>\u3002 \u305d\u3057\u3066\u3001\u305d\u306e\u4e2d\u306b\u306f\u307e\u3060\u3046\u307e\u304f\u89e3\u6c7a\u3057\u304d\u308c\u3066\u306a\u3044\u3082\u306e\u3082\u3044\u304f\u3064\u3082\u3042\u308a\u307e\u3059\u3002 \u4eca\u3053\u3053\u306b Bet \u3059\u308b\u3053\u3068\u3067\u672a\u6765\u306e\u6280\u8853\u306e\u5f53\u305f\u308a\u524d\u3092\u767a\u660e\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3001\u305d\u3046\u3044\u3046\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u306f\u306a\u3044\u304b\u3068\u81ea\u5206\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p data-line=\"265\" class=\"code-line\">LayerX \u3067\u306f AI Agent \u6642\u4ee3\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30fb Platform Engineering \u3092\u5171\u306b\u4f5c\u308a\u4e0a\u3052\u3066\u3044\u304f\u4ef2\u9593\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\uff01<\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u305b\u3063\u304b\u304f\u4f5c\u3063\u3066\u3082\u3089\u3063\u305f\u306e\u306b Zenn \u3060\u3068 og:image \u8a2d\u5b9a\u3067\u304d\u306a\u304f\u3066\u9014\u65b9\u306b\u66ae\u308c\u305f\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc 14\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002 \u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8 \u30b9\u30bf\u30c3\u30d5\u30a8\u30f3\u30b8\u30cb\u30a2\u306e @izu [&hellip;]","protected":false},"author":1,"featured_media":7478,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-7477","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>Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc - \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:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u305b\u3063\u304b\u304f\u4f5c\u3063\u3066\u3082\u3089\u3063\u305f\u306e\u306b Zenn \u3060\u3068 og:image \u8a2d\u5b9a\u3067\u304d\u306a\u304f\u3066\u9014\u65b9\u306b\u66ae\u308c\u305f\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc 14\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002 \u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8 \u30b9\u30bf\u30c3\u30d5\u30a8\u30f3\u30b8\u30cb\u30a2\u306e @izu [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-29T18:01:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/09\/1759168901_og-base-w1200-v2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"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=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/7477\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\",\"datePublished\":\"2025-09-29T18:01:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/7477\\\/\"},\"wordCount\":258,\"image\":{\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/1759168901_og-base-w1200-v2.png\",\"articleSection\":[\"\u4f01\u696d\u30c6\u30c3\u30af\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/7477\\\/\",\"url\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e\",\"name\":\"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc - \u30dd\u30b1\u30b3\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/1759168901_og-base-w1200-v2.png\",\"datePublished\":\"2025-09-29T18:01:42+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#primaryimage\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/1759168901_og-base-w1200-v2.png\",\"contentUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/1759168901_og-base-w1200-v2.png\",\"width\":1200,\"height\":630},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/zenn.dev\\\/layerx\\\/articles\\\/b5f6cf6e47221e#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\",\"name\":\"\u30dd\u30b1\u30b3\u30f3\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\",\"name\":\"info@pokecon.jp\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"caption\":\"info@pokecon.jp\"},\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/author\\\/infopokecon-jp\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc - \u30dd\u30b1\u30b3\u30f3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e","og_locale":"ja_JP","og_type":"article","og_title":"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc - \u30dd\u30b1\u30b3\u30f3","og_description":"\u305b\u3063\u304b\u304f\u4f5c\u3063\u3066\u3082\u3089\u3063\u305f\u306e\u306b Zenn \u3060\u3068 og:image \u8a2d\u5b9a\u3067\u304d\u306a\u304f\u3066\u9014\u65b9\u306b\u66ae\u308c\u305f\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc 14\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002 \u30d0\u30af\u30e9\u30af\u4e8b\u696d\u90e8 \u30b9\u30bf\u30c3\u30d5\u30a8\u30f3\u30b8\u30cb\u30a2\u306e @izu [&hellip;]","og_url":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e","og_site_name":"\u30dd\u30b1\u30b3\u30f3","article_published_time":"2025-09-29T18:01:42+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/09\/1759168901_og-base-w1200-v2.png","type":"image\/png"}],"author":"info@pokecon.jp","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"info@pokecon.jp","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#article","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/7477\/"},"author":{"name":"info@pokecon.jp","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"headline":"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc","datePublished":"2025-09-29T18:01:42+00:00","mainEntityOfPage":{"@id":"https:\/\/pokecon.jp\/job\/7477\/"},"wordCount":258,"image":{"@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/09\/1759168901_og-base-w1200-v2.png","articleSection":["\u4f01\u696d\u30c6\u30c3\u30af"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/pokecon.jp\/job\/7477\/","url":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e","name":"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc - \u30dd\u30b1\u30b3\u30f3","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/#website"},"primaryImageOfPage":{"@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#primaryimage"},"image":{"@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/09\/1759168901_og-base-w1200-v2.png","datePublished":"2025-09-29T18:01:42+00:00","author":{"@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"breadcrumb":{"@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#primaryimage","url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/09\/1759168901_og-base-w1200-v2.png","contentUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/09\/1759168901_og-base-w1200-v2.png","width":1200,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/zenn.dev\/layerx\/articles\/b5f6cf6e47221e#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/pokecon.jp\/job\/"},{"@type":"ListItem","position":2,"name":"Temporal Workflow \u3067\u5b9f\u73fe\u3059\u308b Durable \u306a AI Agent #LayerX_AI_Agent_\u30d6\u30ed\u30b0\u30ea\u30ec\u30fc"}]},{"@type":"WebSite","@id":"https:\/\/pokecon.jp\/job\/#website","url":"https:\/\/pokecon.jp\/job\/","name":"\u30dd\u30b1\u30b3\u30f3","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pokecon.jp\/job\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997","name":"info@pokecon.jp","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","caption":"info@pokecon.jp"},"url":"https:\/\/pokecon.jp\/job\/author\/infopokecon-jp\/"}]}},"_links":{"self":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/7477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/comments?post=7477"}],"version-history":[{"count":1,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/7477\/revisions"}],"predecessor-version":[{"id":7479,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/7477\/revisions\/7479"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media\/7478"}],"wp:attachment":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media?parent=7477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/categories?post=7477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/tags?post=7477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}