{"id":10189,"date":"2025-10-19T22:45:32","date_gmt":"2025-10-19T22:45:32","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=10189"},"modified":"2025-10-19T22:45:32","modified_gmt":"2025-10-19T22:45:32","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90ai%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%81%ae%e5%ae%9f%e8%b7%b5-slack-x-devin-x-context-engineering","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/10189\/","title":{"rendered":"\u30c7\u30fc\u30bf\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9f\u8df5 &#8211; Slack \u00d7 Devin \u00d7 Context Engineering"},"content":{"rendered":"\n<\/p>\n<div id=\"\">\n<p>\u3053\u3093\u306b\u3061\u306f\u3001\u533b\u7642\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u672c\u90e8\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u306e\u5b89\u6771\u3067\u3059\u3002<\/p>\n<p>\u4ee5\u524d\u3001\u79c1\u305f\u3061\u306f\u300c<a target=\"_blank\" href=\"https:\/\/developer.medley.jp\/entry\/2025\/09\/01\/\">\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u306b\u304a\u3051\u308bcontext engineering\u306e\u53d6\u308a\u7d44\u307f<\/a>\u300d\u3068\u3044\u3046\u8a18\u4e8b\u3067\u3001LLM\u306b\u9069\u5207\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5206\u6790\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308bContext Engineering\u306e\u5b9f\u8df5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u306f\u3001\u305d\u306e\u53d6\u308a\u7d44\u307f\u3092\u3055\u3089\u306b\u4e00\u6b69\u9032\u3081\u3001<strong>\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u3048\u308b\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3057\u3066\u793e\u5185\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u4e8b\u4f8b<\/strong>\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u7d44\u7e54\u62e1\u5927\u306b\u4f34\u3046\u30c7\u30fc\u30bf\u5206\u6790\u30cb\u30fc\u30ba\u5897\u52a0\u3068\u30a2\u30ca\u30ea\u30b9\u30c8\u4e0d\u8db3\u3068\u3044\u3046\u8ab2\u984c\u306b\u5bfe\u3057\u3001\u79c1\u305f\u3061\u306fContext Engineering\u306e\u77e5\u898b\u3092\u6d3b\u304b\u3057\u3001<strong><a target=\"_blank\" href=\"https:\/\/devin.ai\/\">Devin<\/a>\u3092\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3057\u3066\u6d3b\u7528\u3057\u305f\u5206\u6790\u57fa\u76e4<\/strong>\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<strong>Slack\u3092\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u305f\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong>\u3068\u3001\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u306e\u5177\u4f53\u7684\u306a\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><img alt=\"\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u306e\u5f79\u5272\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"2868\" height=\"1614\" src=\"https:\/\/developer.medley.jp\/_astro\/%E5%88%86%E6%9E%90AIAgent_%E3%83%87%E3%83%BC%E3%82%BF%E6%88%A6%E7%95%A5%E3%82%B0%E3%83%AB%E3%83%BC%E3%83%97%E3%81%AE%E5%BD%B9%E5%89%B2.DUnEdFvP_lSRcE.webp\"\/><\/p>\n<p>\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5168\u4f53\u306e\u6d41\u308c\u3092\u4ee5\u4e0b\u306e\u56f3\u3067\u793a\u3057\u307e\u3059\u3002<\/p>\n<p><img alt=\"\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30d5\u30ed\u30fc\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"2770\" height=\"1568\" src=\"https:\/\/developer.medley.jp\/_astro\/%E5%88%86%E6%9E%90AIAgent_%E3%83%95%E3%83%AD%E3%83%BC.BkaXu4Fl_Z1dfNjG.webp\"\/><\/p>\n<p>\u5206\u6790\u306f\u3001\u6b21\u306e5\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\u2460 Slack\u3067\u81ea\u7136\u8a00\u8a9e\u3067\u8cea\u554f<\/strong><br \/>\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\uff08PdM\u3001Marketing\u3001Sales\u3001CS\u306a\u3069\uff09\u304c\u3001Slack\u3067\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308a\u5206\u6790\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002<\/p>\n<p>\u5206\u6790\u4f9d\u983c\u306e\u5c02\u7528\u30d5\u30a9\u30fc\u30e0\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u306e\u76ee\u7684\u3001\u5bfe\u8c61\u30d7\u30ed\u30c0\u30af\u30c8\u3001\u5e0c\u671b\u30b9\u30d4\u30fc\u30c9\u306a\u3069\u3092\u69cb\u9020\u5316\u3057\u3066\u5165\u529b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u2461 AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8cea\u554f\u3092\u89e3\u91c8\u3057\u3001\u5206\u6790\u8a2d\u8a08\u3068\u30c4\u30fc\u30eb\u4f7f\u7528<\/strong><br \/>Devin\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u3001\u4ee5\u4e0b\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u5206\u6790\u3092\u8a2d\u8a08\u30fb\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>MCP Toolbox for Databases: \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<li>Confluence: \u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u53c2\u7167<\/li>\n<li>pandas: \u30c7\u30fc\u30bf\u5206\u6790\u3068\u30b0\u30e9\u30d5\u4f5c\u6210<\/li>\n<li>Playbook\/Knowledge: \u5206\u6790\u8a2d\u8a08\u3068\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u306e\u53c2\u7167<\/li>\n<\/ul>\n<p><strong>\u2462 \u5206\u6790\u306b\u5fc5\u8981\u306aKnowledge\u53c2\u7167<\/strong><br \/>GitHub\u306b\u683c\u7d0d\u3055\u308c\u305fKnowledge\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30d3\u30b8\u30cd\u30b9\u30e1\u30bf\u30c7\u30fc\u30bf: \u30d7\u30ed\u30c0\u30af\u30c8\u56fa\u6709\u306e\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3084KPI\u5b9a\u7fa9<\/li>\n<li>\u30c6\u30af\u30cb\u30ab\u30eb\u30e1\u30bf\u30c7\u30fc\u30bf: \u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3084\u5206\u6790\u624b\u6cd5<\/li>\n<\/ul>\n<p><strong>\u2463 \u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/strong><br \/>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304b\u3089\u5206\u6790\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306fdbt\u3067\u5909\u63db\u3055\u308c\u305fmart\u30e2\u30c7\u30eb\u3092\u4e2d\u5fc3\u306b\u3001\u5206\u6790\u30d1\u30b9\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u30ec\u30a4\u30e4\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u2464 Slack\u3067\u5206\u6790\u7d50\u679c\u56de\u7b54<\/strong><br \/>Slack\u306e\u30b9\u30ec\u30c3\u30c9\u306b\u3001\u4ee5\u4e0b\u306e\u5f62\u5f0f\u3067\u5206\u6790\u7d50\u679c\u3092\u8fd4\u5374\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5206\u6790\u306e\u7d50\u679c\u30fb\u8981\u7d04<\/li>\n<li>Markdown\u5f62\u5f0f\u306e\u30ec\u30dd\u30fc\u30c8<\/li>\n<li>CSV\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf<\/li>\n<li>\u30b0\u30e9\u30d5\uff08PNG\u3001HTML\uff09<\/li>\n<li>\u5b9f\u884c\u3057\u305fSQL\u30af\u30a8\u30ea<\/li>\n<\/ul>\n<p>\u3053\u306e\u4e00\u9023\u306e\u6d41\u308c\u306b\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u306fSlack\u5185\u3067\u6570\u5206\u3067\u5206\u6790\u7d50\u679c\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u3001\u3053\u306e\u5206\u6790\u30d5\u30ed\u30fc\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3069\u306e\u3088\u3046\u306a\u5de5\u592b\u3092\u884c\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"-slack\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u6700\u9069\u5316\">\u2460 Slack\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff1a\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u6700\u9069\u5316<\/h2>\n<h3 id=\"\u306a\u305cslack\u306a\u306e\u304b\">\u306a\u305cSlack\u306a\u306e\u304b<\/h3>\n<p><strong>\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u969c\u58c1\u306f\u3001\u300c\u305d\u3082\u305d\u3082\u5206\u6790\u3092\u4f9d\u983c\u3059\u308b\u3053\u3068\u81ea\u4f53\u304c\u96e3\u3057\u3044\u300d\u3068\u3044\u3046\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>SQL\u30a8\u30c7\u30a3\u30bf\u3092\u958b\u304f\u3001\u5206\u6790\u306e\u8a2d\u8a08\u3092\u3059\u308b\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u5206\u6790\u4f9d\u983c\u3059\u308b\u3053\u3068\u306f\u3001\u591a\u304f\u306e\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u65e5\u5e38\u7684\u306a\u884c\u52d5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3001Slack\u306f\u591a\u304f\u306e\u7d44\u7e54\u3067\u65e2\u306b\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u308b\u611f\u899a\u3067\u5206\u6790\u3092\u4f9d\u983c\u3067\u304d\u308c\u3070\u3001<strong>\u8a8d\u77e5\u8ca0\u8377\u3092\u6700\u5c0f\u5316<\/strong>\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u79c1\u305f\u3061\u306f\u3053\u306e\u70b9\u306b\u7740\u76ee\u3057\u3001Slack\u3092\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066\u9078\u629e\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"\u30d5\u30a9\u30fc\u30e0\u8a2d\u8a08\u306b\u3088\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\">\u30d5\u30a9\u30fc\u30e0\u8a2d\u8a08\u306b\u3088\u308b\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u300d<\/h3>\n<p>\u3057\u304b\u3057\u3001<strong>Slack\u3067\u81ea\u7531\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u4f9d\u983c\u3092\u53d7\u3051\u308b\u3068\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u610f\u56f3\u3092\u6b63\u3057\u304f\u6c72\u307f\u53d6\u308c\u305a\u5206\u6790\u54c1\u8cea\u304c\u30d6\u30ec\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/strong><\/p>\n<p>\u305d\u3053\u3067\u3001<strong>\u69cb\u9020\u5316\u30d5\u30a9\u30fc\u30e0\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u78ba\u5b9f\u306b\u53ce\u96c6\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u5165\u529b\u3092\u6700\u9069\u5316\u3059\u308b\u8a2d\u8a08<\/strong>\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"astro-code dark-plus\" style=\"background-color:#1E1E1E;color:#D4D4D4; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\"><code><span class=\"line\"><span>\u5f93\u6765\u30a2\u30d7\u30ed\u30fc\u30c1: \u81ea\u7531\u8a18\u8ff0 \u2192 AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u610f\u56f3\u3092\u63a8\u6e2c \u2192 \u54c1\u8cea\u304c\u30d6\u30ec\u308b<\/span><\/span>\n<span class=\"line\"><span>\u6539\u5584\u30a2\u30d7\u30ed\u30fc\u30c1: \u69cb\u9020\u5316\u30d5\u30a9\u30fc\u30e0 \u2192 \u5fc5\u8981\u60c5\u5831\u3092\u78ba\u5b9f\u306b\u53ce\u96c6 \u2192 \u54c1\u8cea\u304c\u5b89\u5b9a<\/span><\/span><\/code><\/pre>\n<p>\u5206\u6790\u30d5\u30a9\u30fc\u30e0\u306f\u8a66\u884c\u932f\u8aa4\u4e2d\u3067\u3059\u304c\u3001\u5206\u6790\u8a2d\u8a08\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u60c5\u5831\u3092\u5fc5\u9808\u306b\u3057\u3066\u3044\u307e\u3059<\/p>\n<p><img alt=\"Slack\u3067\u306e\u5206\u6790\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"1114\" height=\"988\" src=\"https:\/\/developer.medley.jp\/_astro\/%E5%88%86%E6%9E%90AIAgent_slack.BswQTSZQ_La6jH.webp\"\/><\/p>\n<p>\u3053\u306e\u8a2d\u8a08\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u300c\u3069\u3093\u306a\u5206\u6790\u3092\u3057\u3066\u307b\u3057\u3044\u304b\u300d\u3092\u69cb\u9020\u7684\u306b\u4f1d\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u8ff7\u308f\u305a\u9069\u5207\u306a\u5206\u6790\u30d1\u30b9\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4 id=\"devin-macro\u306e\u6d3b\u7528\">Devin Macro\u306e\u6d3b\u7528<\/h4>\n<p>\u30d5\u30a9\u30fc\u30e0\u9001\u4fe1\u6642\u306b\u306f\u3001Macro\u3092\u7528\u3044\u3066Playbook\u30d1\u30b9\u3092\u81ea\u52d5\u9078\u629e\u3057\u3001<strong>\u4f9d\u983c\u5185\u5bb9\u3092\u69cb\u9020\u5316\u3057\u305f\u5f62\u3067Devin\u306b\u6e21\u3057\u307e\u3059<\/strong>\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u304cSlack\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u3092\u9001\u4fe1<\/li>\n<li>Macro\u304cPlaybook\u306e\u8a72\u5f53\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u7279\u5b9a<\/li>\n<li>\u69cb\u9020\u5316\u3055\u308c\u305f\u4f9d\u983c + Playbook\u30d1\u30b9\u306e\u60c5\u5831\u304cDevin\u306b\u9001\u4fe1<\/li>\n<li>Devin\u304cKnowledge Repository\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u5206\u6790\u3092\u5b9f\u884c<\/li>\n<\/ol>\n<p><strong>\u5de5\u592b\u306e\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u81ea\u7531\u5ea6\u3068\u5236\u7d04\u306e\u30d0\u30e9\u30f3\u30b9<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308b\u69cb\u9020\u5316\u306f\u300c\u5236\u7d04\u300d\u3067\u3059\u304c\u3001\u305d\u306e\u5236\u7d04\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u5207\u306a\u4f9d\u983c\u65b9\u6cd5\u3092\u793a\u3059\u52b9\u679c\u3082\u6301\u3061\u307e\u3059\u3002<\/p>\n<h2 id=\"-ai\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9f\u884cdevin\u306e\u6d3b\u7528\">\u2461 AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9f\u884c\uff1aDevin\u306e\u6d3b\u7528<\/h2>\n<p>Devin\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3057\u3066\u5206\u6790\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p>Slack\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u69cb\u9020\u5316\u3055\u308c\u305f\u4f9d\u983c\u306b\u57fa\u3065\u304d\u3001\u4ee5\u4e0b\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u5206\u6790\u3092\u9032\u3081\u307e\u3059\u3002<\/p>\n<h3 id=\"\u81ea\u5f8b\u7684\u306a\u5206\u6790\u30bf\u30b9\u30af\u306e\u5b9f\u884c\">\u81ea\u5f8b\u7684\u306a\u5206\u6790\u30bf\u30b9\u30af\u306e\u5b9f\u884c<\/h3>\n<p>Devin\u306f\u3001\u5358\u306b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u81ea\u5f8b\u7684\u306b\u9042\u884c\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30bf\u30b9\u30af\u306e\u7406\u89e3\u3068\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0: \u4f9d\u983c\u5185\u5bb9\u3092\u89e3\u91c8\u3057\u3001\u5fc5\u8981\u306a\u5206\u6790\u30b9\u30c6\u30c3\u30d7\u3092\u8a08\u753b<\/li>\n<li>\u30c4\u30fc\u30eb\u306e\u9078\u629e\u3068\u4f7f\u7528: MCP\u3084\u5206\u6790\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u3001\u9069\u5207\u306a\u30c4\u30fc\u30eb\u3092\u9078\u629e<\/li>\n<li>\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9: MCP Server\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u63a5\u7d9a<\/li>\n<li>\u5206\u6790\u306e\u5b9f\u884c: SQL\u30af\u30a8\u30ea\u306e\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u52a0\u5de5\u3001\u30b0\u30e9\u30d5\u4f5c\u6210<\/li>\n<\/ul>\n<h3 id=\"knowledge-repository\u3068\u306e\u9023\u643a\">Knowledge Repository\u3068\u306e\u9023\u643a<\/h3>\n<p>Devin\u306f\u3001\u5206\u6790\u5b9f\u884c\u6642\u306bGitHub\u306eKnowledge Repository\u3092\u5e38\u306b\u53c2\u7167\u3057\u3001\u4ee5\u4e0b\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u9069\u5207\u306a\u5224\u65ad\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Playbook: \u5206\u6790\u306e\u4f5c\u6cd5\u3001\u30b3\u30b9\u30c8\u6700\u9069\u5316\u3001\u54c1\u8cea\u30b2\u30fc\u30c8<\/li>\n<li>Product Knowledge: \u30d7\u30ed\u30c0\u30af\u30c8\u56fa\u6709\u306e\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3068KPI\u5b9a\u7fa9<\/li>\n<\/ul>\n<p>\u3053\u306e\u9023\u643a\u306b\u3088\u308a\u3001Devin\u306f<strong>\u5358\u306a\u308b\u6c4e\u7528\u7684\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u306f\u306a\u304f\u3001\u7d44\u7e54\u56fa\u6709\u306e\u5206\u6790\u30ce\u30a6\u30cf\u30a6\u3092\u6301\u3064\u5c02\u9580\u7684\u306a\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6a5f\u80fd<\/strong>\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"-context-engineering\u306e\u5b9f\u8df5\">\u2462 Context Engineering\u306e\u5b9f\u8df5<\/h2>\n<p><strong>Prompt Engineering\u304c\u300c\u3069\u3046\u5c0b\u306d\u308b\u304b\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u306e\u306b\u5bfe\u3057\u3001Context Engineering\u306f\u300c\u3069\u3093\u306a\u77e5\u8b58\u3092\u4e0e\u3048\u308b\u304b\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002<\/strong><\/p>\n<p>Knowledge Repository\u306e\u5229\u70b9\u306f\u3001\u518d\u73fe\u6027\u3001\u4fdd\u5b88\u6027\u3001\u30c1\u30fc\u30e0\u7ba1\u7406\u306e\u3057\u3084\u3059\u3055\u3067\u3059\u3002<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u77e5\u8b58\u3092\u57cb\u3081\u8fbc\u3080\u306e\u3067\u306f\u306a\u304f\u3001\u5916\u90e8\u5316\u3055\u308c\u305f\u77e5\u8b58\u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3067\u77e5\u8b58\u3092\u5171\u6709\u3057\u3001\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u79c1\u305f\u3061\u306eContext Engineering\u3078\u306e\u53d6\u308a\u7d44\u307f\u306e\u8a73\u7d30\u306f\u3001\u4ee5\u524d\u306e\u8a18\u4e8b\u300c<a target=\"_blank\" href=\"https:\/\/developer.medley.jp\/entry\/2025\/09\/01\/\">\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u306b\u304a\u3051\u308bcontext engineering\u306e\u53d6\u308a\u7d44\u307f<\/a>\u300d\u3067\u3082\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"github\u3092ssot\u3068\u3057\u305f\u77e5\u8b58\u7ba1\u7406\">GitHub\u3092SSOT\u3068\u3057\u305f\u77e5\u8b58\u7ba1\u7406<\/h3>\n<p>\u79c1\u305f\u3061\u306f\u3001GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u3092Single Source of Truth\uff08SSOT\uff09\u3068\u3057\u3066\u3001\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u53c2\u7167\u3059\u308b\u5168\u3066\u306e\u77e5\u8b58\u3092\u4e00\u5143\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"astro-code dark-plus\" style=\"background-color:#1E1E1E;color:#D4D4D4; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\"><code><span class=\"line\"><span>knowledge-repository\/<\/span><\/span>\n<span class=\"line\"><span>\u251c\u2500\u2500 agent\/<\/span><\/span>\n<span class=\"line\"><span>\u2502   \u251c\u2500\u2500 playbook\/<\/span><\/span>\n<span class=\"line\"><span>\u2502   \u2502   \u251c\u2500\u2500 playbook-main.md      # \u30e1\u30a4\u30f3\u30d5\u30ed\u30fc<\/span><\/span>\n<span class=\"line\"><span>\u2502   \u2502   \u251c\u2500\u2500 playbook-paths.md     # \u5206\u6790\u4f9d\u983c\u306b\u5fdc\u3058\u305f\u5206\u6790\u30d1\u30b9<\/span><\/span>\n<span class=\"line\"><span>\u2502   \u2502   \u251c\u2500\u2500 playbook-cost.md      # BigQuery\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/span><\/span>\n<span class=\"line\"><span>\u2502   \u2502   \u2514\u2500\u2500 playbook-quality.md   # \u5206\u6790\u306b\u304a\u3051\u308b\u54c1\u8cea\u3068\u7981\u6b62\u4e8b\u9805<\/span><\/span>\n<span class=\"line\"><span>\u2502   \u2514\u2500\u2500 configurations\/<\/span><\/span>\n<span class=\"line\"><span>\u2514\u2500\u2500 product_knowledge\/<\/span><\/span>\n<span class=\"line\"><span>    \u251c\u2500\u2500 product_a_knowledge.md    # Product A\u306e\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58<\/span><\/span>\n<span class=\"line\"><span>    \u251c\u2500\u2500 product_b_knowledge.md    # Product B\u306e\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58<\/span><\/span>\n<span class=\"line\"><span>    \u251c\u2500\u2500 product_c_knowledge.md    # Product C\u306e\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58<\/span><\/span>\n<span class=\"line\"><span>    ...etc<\/span><\/span><\/code><\/pre>\n<p>\u3053\u306e\u69cb\u9020\u5316\u306b\u3088\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u7684\u78ba\u306b\u53c2\u7167\u3067\u304d\u3001\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306f\u77e5\u8b58\u306e\u8ffd\u52a0\u3068\u66f4\u65b0\u3092\u5bb9\u6613\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<h3 id=\"playbook\u306e\u8a2d\u8a08\u601d\u60f3\">Playbook\u306e\u8a2d\u8a08\u601d\u60f3<\/h3>\n<p>Playbook\u306f\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4 id=\"\u8cac\u52d9\u306e\u5206\u5272\">\u8cac\u52d9\u306e\u5206\u5272<\/h4>\n<p>\u5358\u4e00\u306ePlaybook\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001\u76ee\u7684\u5225\u306b\u5206\u5272\u3059\u308b\u3053\u3068\u3067\u4fdd\u5b88\u6027\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>playbook-main.md<\/strong>: \u5206\u6790\u306e\u57fa\u672c\u30d5\u30ed\u30fc\n<ol>\n<li>\u5206\u6790\u306e\u76ee\u7684\u3092\u660e\u78ba\u5316<\/li>\n<li>\u30c7\u30fc\u30bf\u54c1\u8cea\u3092\u30c1\u30a7\u30c3\u30af<\/li>\n<li>BigQuery\u30b3\u30b9\u30c8\u3092\u898b\u7a4d\u3082\u308a<\/li>\n<li>\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304b\u3089\u9006\u7b97\u3057\u3066\u5206\u6790\u30d1\u30b9\u3092\u9078\u629e<\/li>\n<\/ol>\n<\/li>\n<li><strong>playbook-paths.md<\/strong>: 3\u3064\u306e\u5206\u6790\u30d1\u30b9\u306e\u5b9a\u7fa9\n<ul>\n<li><strong>Fast<\/strong>: \u65e2\u5b58\u306emart\u30e2\u30c7\u30eb\u306e\u307f\u3092\u4f7f\u7528\u3001\u4f4e\u30b3\u30b9\u30c8<\/li>\n<li><strong>Standard<\/strong>: \u4e2d\u9593\u30c6\u30fc\u30d6\u30eb\u3092\u53c2\u7167\u3001\u30d0\u30e9\u30f3\u30b9\u578b<\/li>\n<li><strong>Deep<\/strong>: \u8907\u6570\u306e\u30ec\u30a4\u30e4\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3001\u9ad8\u7cbe\u5ea6\u30fb\u9ad8\u30b3\u30b9\u30c8<\/li>\n<\/ul>\n<\/li>\n<li><strong>playbook-cost.md<\/strong>: \u30b3\u30b9\u30c8\u6700\u9069\u5316\u6226\u7565\n<ul>\n<li>\u30af\u30a8\u30ea\u5b9f\u884c\u524d\u306e\u30c9\u30e9\u30a4\u30e9\u30f3<\/li>\n<li>\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u6d3b\u7528<\/li>\n<li>\u5168\u91cf\u30b9\u30ad\u30e3\u30f3\u306e\u56de\u907f<\/li>\n<\/ul>\n<\/li>\n<li><strong>playbook-quality.md<\/strong>: \u54c1\u8cea\u30b2\u30fc\u30c8\u3068\u7981\u6b62\u4e8b\u9805\n<ul>\n<li>\u96c6\u8a08\u524d\u306e\u30c7\u30fc\u30bf\u4ef6\u6570\u78ba\u8a8d<\/li>\n<li>NULL\u5024\u306e\u6271\u3044\u306e\u660e\u793a<\/li>\n<li>\u7d50\u679c\u306e\u59a5\u5f53\u6027\u30c1\u30a7\u30c3\u30af<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u306e\u5206\u5272\u306b\u3088\u308a\u3001\u5404Playbook\u306f\u72ec\u7acb\u3057\u3066\u66f4\u65b0\u3067\u304d\u3001\u7279\u5b9a\u306e\u76ee\u7684\uff08\u4f8b: \u30b3\u30b9\u30c8\u524a\u6e1b\uff09\u306b\u7279\u5316\u3057\u305f\u6539\u5584\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"product-knowledge\u306e\u5f79\u5272\">Product Knowledge\u306e\u5f79\u5272<\/h3>\n<p>\u5404\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u306f\u3001\u56fa\u6709\u306e\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3084\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u3092 <code>product_knowledge\/<\/code> \u914d\u4e0b\u306bMarkdown\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001 <code>product_a_knowledge.md<\/code> \u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u6982\u8981\u3068\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb<\/li>\n<li>\u91cd\u8981\u306aKPI\u5b9a\u7fa9<\/li>\n<li>\u3088\u304f\u3042\u308b\u5206\u6790\u30d1\u30bf\u30fc\u30f3\uff08\u30ea\u30c6\u30f3\u30b7\u30e7\u30f3\u5206\u6790\u3001\u30b3\u30db\u30fc\u30c8\u5206\u6790\u306a\u3069\uff09<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u7279\u6027\u3084\u6ce8\u610f\u70b9<\/li>\n<\/ul>\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3067\u6307\u5b9a\u3055\u308c\u305f\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u5fdc\u3058\u3066\u3001\u8a72\u5f53\u3059\u308bProduct Knowledge\u3092\u53c2\u7167\u3057\u3001\u9069\u5207\u306a\u5206\u6790\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"-\u30c7\u30fc\u30bf\u57fa\u76e4ai\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u8a2d\u8a08\">\u2463 \u30c7\u30fc\u30bf\u57fa\u76e4\uff1aAI\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u8a2d\u8a08<\/h2>\n<p>\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3059\u308b\u305f\u3081\u306b\u306f\u3001AI\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u79c1\u305f\u3061\u306f\u3001dbt\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3044\u3001\u968e\u5c64\u7684\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"3\u5c64\u306e\u30c7\u30fc\u30bf\u69cb\u9020\">3\u5c64\u306e\u30c7\u30fc\u30bf\u69cb\u9020<\/h3>\n<p>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u4ee5\u4e0b\u306e3\u5c64\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>staging\uff08\u52a0\u5de5\u51e6\u7406\u30c7\u30fc\u30bf\uff09<\/strong>: \u5404\u7a2e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u52a0\u5de5\u51e6\u7406\u3057\u305f\u30c7\u30fc\u30bf<\/li>\n<li><strong>intermediate\uff08\u4e2d\u9593\u5c64\uff09<\/strong>: \u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3084\u7d50\u5408\u3092\u884c\u3063\u305f\u4e2d\u9593\u30c6\u30fc\u30d6\u30eb<\/li>\n<li><strong>mart\uff08\u5206\u6790\u7528\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\uff09<\/strong>: \u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u9069\u7528\u3057\u3001\u5206\u6790\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c6\u30fc\u30d6\u30eb<\/li>\n<\/ul>\n<p>\u3053\u306e\u968e\u5c64\u5316\u306b\u3088\u308a\u3001\u30b9\u30d4\u30fc\u30c9\u3068\u30b3\u30b9\u30c8\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u660e\u793a\u7684\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Slack\u3067\u5206\u6790\u3092\u4f9d\u983c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u304c\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u3092\u9001\u4fe1\uff08\u6240\u8981\u6642\u9593: 1\u5206\uff09<\/li>\n<li>Devin\u304cKnowledge Repository\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u5206\u6790\u3092\u5b9f\u884c\uff08Fast: 5\u5206\u3001Standard: 30\u5206\uff09<\/li>\n<li>\u5206\u6790\u7d50\u679c\u304cSlack\u30b9\u30ec\u30c3\u30c9\u3067\u8fd4\u5374\uff08\u30b0\u30e9\u30d5\u3084\u6570\u5024\u30b5\u30de\u30ea\u4ed8\u304d\uff09<\/li>\n<\/ol>\n<p><img alt=\"\u5b9f\u969b\u306e\u5206\u6790\u7d50\u679c\u4f8b\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"826\" height=\"1316\" src=\"https:\/\/developer.medley.jp\/_astro\/%E5%88%86%E6%9E%90AIAgent_slack_answer_mask.CUTXoaeJ_1Dq8g9.webp\"\/><\/p>\n<p>\u793e\u5185\u30ea\u30ea\u30fc\u30b9\u304b\u3089\u307e\u3060\u65e5\u304c\u6d45\u304f\u3001\u73fe\u5728\u3082\u8a66\u884c\u932f\u8aa4\u3092\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3001Playbook\u306e\u6539\u5584\u3084Product Knowledge\u306e\u62e1\u5145\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3044\u306a\u304c\u3089\u3001\u3088\u308a\u591a\u304f\u306e\u5206\u6790\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u5168\u3066\u306e\u5206\u6790\u696d\u52d9\u3092\u4ee3\u66ff\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5206\u6790\u306e\u8907\u96d1\u6027\u3068\u5de5\u6570\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a\u5f79\u5272\u5206\u62c5\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><img alt=\"\u5206\u6790\u9818\u57df\u306e\u68f2\u307f\u5206\u3051\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"2516\" height=\"1400\" src=\"https:\/\/developer.medley.jp\/_astro\/analysis_area.Cs-VxBhF_Z2uNxgt.webp\"\/><\/p>\n<p>\u5206\u6790\u696d\u52d9\u306f\u3001\u305d\u306e\u8907\u96d1\u6027\u306b\u5fdc\u3058\u30663\u3064\u306e\u9818\u57df\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>BI\u30c4\u30fc\u30eb<\/strong>: \u5b9a\u578b\u30ec\u30dd\u30fc\u30c8\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u306e\u5373\u5ea7\u306a\u78ba\u8a8d<\/li>\n<li><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>: \u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u9818\u57df\u3002\u30a2\u30c9\u30db\u30c3\u30af\u306a\u96c6\u8a08\u3084\u63a2\u7d22\u7684\u5206\u6790\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8 + AI<\/strong>: \u66d6\u6627\u306a\u8981\u4ef6\u306e\u660e\u78ba\u5316\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u652f\u63f4<\/li>\n<\/ol>\n<p>\u73fe\u5728\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u2461\u306e\u9818\u57df\u3092\u4e2d\u5fc3\u306b\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u5b9a\u578b\u7684\u3067\u69cb\u9020\u5316\u3055\u308c\u305f\u5206\u6790\u3092\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u4eba\u9593\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u6226\u7565\u7684\u306a\u5206\u6790\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u3063\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n<p>\u73fe\u5728\u306e\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4e00\u90e8\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u62e1\u5f35\u3092\u8a08\u753b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u62e1\u5145: \u30bb\u30fc\u30eb\u30b9\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc<\/li>\n<li>\u6a2a\u65ad\u7684\u306a\u5206\u6790: \u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30fc\u30bf\u3068\u30bb\u30fc\u30eb\u30b9\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u5206\u6790<\/li>\n<li>\u3088\u308a\u9ad8\u5ea6\u306a\u5206\u6790\u624b\u6cd5: \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u9069\u7528\u3084\u4e88\u6e2c\u5206\u6790<\/li>\n<\/ul>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001Slack\u3001Devin\u3001Context Engineering\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u8a2d\u8a08\u601d\u60f3\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6790AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u306b\u53d6\u308a\u7d44\u3080\u65b9\u3005\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<p>\u30e1\u30c9\u30ec\u30fc\u306e\u533b\u7642\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u672c\u90e8\u306e\u30c7\u30fc\u30bf\u6226\u7565\u30b0\u30eb\u30fc\u30d7\u3067\u306f\u3001AI \u6642\u4ee3\u306e\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u5206\u6790\u306b\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u305f\u3044\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\u3002\u533b\u7642\u30d8\u30eb\u30b9\u30b1\u30a2\u9818\u57df\u3067\u306eAI\u00d7\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u3054\u8208\u5473\u3092\u304a\u6301\u3061\u306e\u65b9\u306f\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\u304a\u58f0\u304c\u3051\u304f\u3060\u3055\u3044\uff01<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/hrmos.co\/pages\/medley\/jobs\/1000060\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\uff0f\u533b\u7642\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u672c\u90e8\u306e\u52df\u96c6\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/p>\n<\/p><\/div>\n\n<br \/><a href=\"https:\/\/developer.medley.jp\/entry\/2025\/10\/23\/190054\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b 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