{"id":8962,"date":"2026-06-21T13:44:12","date_gmt":"2026-06-21T04:44:12","guid":{"rendered":"https:\/\/since2020.jp\/media\/?p=8962"},"modified":"2026-06-21T13:44:12","modified_gmt":"2026-06-21T04:44:12","slug":"agent-ops-on-databricks-omnigent","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/agent-ops-on-databricks-omnigent\/","title":{"rendered":"DevOps\u304b\u3089Agent Ops\u3078 \u2015 AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u3059\u308b\u5b9f\u8df5\u30d7\u30ec\u30a4\u30d6\u30c3\u30af\uff08Databricks\u300cAgent Ops on Databricks\u300d\uff09"},"content":{"rendered":"\n<p>Databricks Data + AI Summit 2026 \u306e\u30bb\u30c3\u30b7\u30e7\u30f3 <strong>\u300cAgent Ops on Databricks, Powered by Omnigent\u300d<\/strong> \u306e\u6280\u8853\u30ec\u30dd\u30fc\u30c8\u3067\u3059\u3002\u767b\u58c7\u306f Databricks \u306e Jeanne Choo \u6c0f\uff08AI Forward Deployed Engineer\uff09\u3068 Kyra Wulffert \u6c0f\uff08Specialist Solution Architect\uff09\u3002\u30c6\u30fc\u30de\u306f\u3001<strong>\u300c\u52d5\u304f\u30c7\u30e2\u300d\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u3001\u5b89\u5168\u30fb\u4fe1\u983c\u3067\u304d\u30fb\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3078\u3069\u3046\u5f15\u304d\u4e0a\u3052\u308b\u304b<\/strong>\u3002\u5404\u539f\u5247\u3092\u30e9\u30a4\u30d6\u30c7\u30e2\u3067\u88cf\u3065\u3051\u306a\u304c\u3089\u3001\u5b9f\u8df5\u7684\u306a\u30d7\u30ec\u30a4\u30d6\u30c3\u30af\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7d50\u8ad6\u3092\u5148\u306b\u8a00\u3046\u3068\u3001\u9375\u306f3\u3064\u3067\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092 <strong>DevOps\/MLOps\u306e\u5ef6\u9577\u306b\u3042\u308b\u904b\u7528\u554f\u984c\uff08Agent Ops\uff09\u3068\u3057\u3066\u6349\u3048\u76f4\u3059\u3053\u3068<\/strong>\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u518d\u5229\u7528\u6027\u3092\u3082\u3064\u30e1\u30bf\u30cf\u30fc\u30cd\u30b9 <strong>Omnigent<\/strong> \u3067\u7d20\u65e9\u304f\u5b89\u5168\u306b\u5909\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3001\u305d\u3057\u3066 <strong>MLflow<\/strong> \u3067\u8a55\u4fa1\u306e\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u6d41\u308c\u306b\u6cbf\u3063\u3066\u3001\u6280\u8853\u7684\u306a\u8981\u70b9\u3092\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u672c\u756a\u5316\u3092\u963b\u3080\u300c\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30ae\u30e3\u30c3\u30d7\u300d<\/h2>\n\n\n\n<p>\u5192\u982d\u3067\u793a\u3055\u308c\u305f\u306e\u306f\u3001\u696d\u754c\u8abf\u67fb\u306b\u57fa\u3065\u304f\u6570\u5b57\u3067\u3059\u3002<strong>\u7d4c\u55b6\u5c64\u306e97%\u304c\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5c0e\u5165\u6e08\u307f\u300d\u3068\u7b54\u3048\u308b\u4e00\u65b9\u3001\u672c\u756a\u3067\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u6bb5\u968e\u306b\u5230\u9054\u3057\u3066\u3044\u308b\u306e\u306f12%\u306b\u3068\u3069\u307e\u308b<\/strong>\u3002\u904b\u7528\u9762\u3067\u306f\u3001<strong>89%\u304c\u53ef\u89b3\u6e2c\u6027\uff08\u30aa\u30d6\u30b6\u30fc\u30d0\u30d3\u30ea\u30c6\u30a3\uff09\u306f\u5099\u3048\u3066\u3044\u308b\u306e\u306b\u3001\u8a55\u4fa1\uff08eval\uff09\u3092\u56de\u3057\u3066\u3044\u308b\u306e\u306f52%<\/strong>\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u308b\u30c1\u30fc\u30e0\u3068\u3001\u305d\u308c\u3092\u4fe1\u983c\u3057\u3066\u672c\u756a\u306b\u51fa\u305b\u308b\u30c1\u30fc\u30e0\u306e\u9593\u306b\u306f\u5927\u304d\u306a\u9694\u305f\u308a\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u767b\u58c7\u8005\u306e\u4e3b\u5f35\u306f\u660e\u5feb\u3067\u3057\u305f\u3002<strong>\u300c\u672c\u756a\u5316\u3092\u963b\u3093\u3067\u3044\u308b\u306e\u306f\u30e2\u30c7\u30eb\u306e\u54c1\u8cea\u3067\u306f\u306a\u304f\u3001\u904b\u7528\uff08\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u3067\u3042\u308b\u300d<\/strong>\u3002\u30e2\u30c7\u30eb\u306f\u5e74\u3005\u826f\u304f\u306a\u3063\u3066\u3044\u308b\u3002\u8a70\u307e\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u305d\u308c\u3092\u7d99\u7d9a\u7684\u306b\u7d71\u6cbb\u30fb\u8a55\u4fa1\u30fb\u904b\u7528\u3059\u308b\u4ed5\u7d44\u307f\u306e\u5074\u3060\u3001\u3068\u3044\u3046\u6574\u7406\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-1.jpg\" alt=\"\u300c\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30ae\u30e3\u30c3\u30d7\u300d\u3092\u793a\u3059\u30b9\u30e9\u30a4\u30c9\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u516597%\u306b\u5bfe\u3057\u672c\u756a\u30b9\u30b1\u30fc\u30eb\u5230\u9054\u306f12%\u3001\u53ef\u89b3\u6e2c\u602789%\u306b\u5bfe\u3057\u8a55\u4fa1\u5b9f\u65bd\u306f52%\u3002\u300c\u672c\u756a\u5316\u3092\u963b\u3080\u306e\u306f\u30e2\u30c7\u30eb\u54c1\u8cea\u3067\u306f\u306a\u304f\u904b\u7528\u300d\u3068\u7d50\u8ad6\u3065\u3051\u3066\u3044\u308b\" class=\"wp-image-8947\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-1.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-1-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-1-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u300c\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30ae\u30e3\u30c3\u30d7\u300d\u3092\u793a\u3059\u30b9\u30e9\u30a4\u30c9\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u516597%\u306b\u5bfe\u3057\u672c\u756a\u30b9\u30b1\u30fc\u30eb\u5230\u9054\u306f12%\u3001\u53ef\u89b3\u6e2c\u602789%\u306b\u5bfe\u3057\u8a55\u4fa1\u5b9f\u65bd\u306f52%\u3002\u300c\u672c\u756a\u5316\u3092\u963b\u3080\u306e\u306f\u30e2\u30c7\u30eb\u54c1\u8cea\u3067\u306f\u306a\u304f\u904b\u7528\u300d\u3068\u7d50\u8ad6\u3065\u3051\u3066\u3044\u308b<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">DevOps \u2192 MLOps \u2192 Agent Ops\uff1a\u5236\u5fa1\u30eb\u30fc\u30d7\u306e\u518d\u767a\u660e<\/h2>\n\n\n\n<p>\u306a\u305c\u904b\u7528\u304c\u96e3\u6240\u306b\u306a\u308b\u306e\u304b\u3002\u767b\u58c7\u8005\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5de5\u5b66\u306e\u6b74\u53f2\u3092\u305f\u3069\u3063\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u767a\u70b9\u306f <strong>DevOps<\/strong> \u3067\u3059\u3002\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u304b\u3089\u672c\u756a\u306b\u51fa\u3059\u307e\u3067\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u3068\u3001\u969c\u5bb3\u6642\u306e\u5fa9\u65e7\u6642\u9593\u3092\u6700\u5c0f\u5316\u3059\u308b\u4e00\u9023\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3002\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3001CI\/CD\uff08\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\uff0f\u30c7\u30ea\u30d0\u30ea\u30fc\uff1d\u7d71\u5408\u30fb\u914d\u4fe1\u306e\u81ea\u52d5\u5316\uff09\u3001\u81ea\u52d5\u30c6\u30b9\u30c8\u30b2\u30fc\u30c8\u3001\u7d99\u7d9a\u7684\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u3044\u3046\u5236\u5fa1\u30eb\u30fc\u30d7\u304c\u6838\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5236\u5fa1\u30eb\u30fc\u30d7\u3092\u6a5f\u68b0\u5b66\u7fd2\u306b\u9069\u7528\u3057\u305f\u306e\u304c <strong>MLOps<\/strong>\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u9069\u7528\u3059\u308b\u306e\u304c <strong>Agent Ops<\/strong> \u3060\u3001\u3068\u3044\u3046\u4f4d\u7f6e\u3065\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p>MLOps\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3068\u518d\u73fe\u6027\u306e <strong>DataOps<\/strong>\u3001\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u30fb\u8ffd\u8de1\u30fb\u30b5\u30fc\u30d3\u30f3\u30b0\u306e <strong>ModelOps<\/strong>\u3001CI\/CD\u3068\u81ea\u52d5\u5316\u306e <strong>DevOps<\/strong> \u306e\u4ea4\u5dee\u70b9\u306b\u7acb\u3061\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u30fb\u8a55\u4fa1\u3057\u3001ML\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d1\u30c3\u30b1\u30fc\u30b8\u3057\u3066\u30b5\u30fc\u30d3\u30f3\u30b0\u3059\u308b\u3002\u305d\u3057\u3066\u30c9\u30ea\u30d5\u30c8\u3092\u7d99\u7d9a\u76e3\u8996\u3057\u3001\u518d\u5b66\u7fd2\u3067\u30eb\u30fc\u30d7\u306b\u623b\u308b\u3002\u3053\u3053\u3067\u4e2d\u5fc3\u3068\u306a\u308b\u6210\u679c\u7269\uff08\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\uff09\u306f\u3001\u3042\u304f\u307e\u3067 <strong>\u30e2\u30c7\u30eb<\/strong> \u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-2.jpg\" alt=\"\u300cThe MLOps Lifecycle\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u5b66\u7fd2\u2192\u8a55\u4fa1\u2192\u30c7\u30d7\u30ed\u30a4\u2192\u30c7\u30fc\u30bf\u53ce\u96c6\u2192\u30c7\u30fc\u30bf\u6e96\u5099\u306e\u5faa\u74b0\u3092\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fbML\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u62c5\u3046\u3002\u4e2d\u5fc3\u3068\u306a\u308b\u6210\u679c\u7269\u306f\u30e2\u30c7\u30eb\" class=\"wp-image-8948\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-2.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-2-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-2-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u300cThe MLOps Lifecycle\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u5b66\u7fd2\u2192\u8a55\u4fa1\u2192\u30c7\u30d7\u30ed\u30a4\u2192\u30c7\u30fc\u30bf\u53ce\u96c6\u2192\u30c7\u30fc\u30bf\u6e96\u5099\u306e\u5faa\u74b0\u3092\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fbML\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u62c5\u3046\u3002\u4e2d\u5fc3\u3068\u306a\u308b\u6210\u679c\u7269\u306f\u30e2\u30c7\u30eb<\/figcaption><\/figure>\n\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3053\u306e\u69cb\u56f3\u3092\u5f15\u304d\u4f38\u3070\u3057\u307e\u3059\u3002build\/test\/deploy\/monitor \u3068\u3044\u3046\u30eb\u30fc\u30d7\u81ea\u4f53\u306f\u540c\u3058\u3067\u3082\u3001\u6271\u3046\u69cb\u6210\u8981\u7d20\u304c\u9055\u3046\u3002<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5358\u306a\u308b\u30e2\u30c7\u30eb\u3067\u306f\u306a\u304f\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30fb\u30e1\u30e2\u30ea\u30fb\u691c\u7d22\u30fb\u63a8\u8ad6\u3092\u4f34\u3046\u30b7\u30b9\u30c6\u30e0<\/strong> \u3060\u304b\u3089\u3067\u3059\u3002\u65b0\u3057\u3044\u767b\u5834\u4eba\u7269\u3068\u3057\u3066 <strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong> \u304c\u52a0\u308f\u308a\u3001\u30e2\u30c7\u30eb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5883\u754c\u304c\u66d6\u6627\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u6e96\u5099\u306f <strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\uff08context retrieval\uff09<\/strong> \u3078\u3001\u8a55\u4fa1\u306f\u5f93\u6765\u306e\u5206\u985e\u30e1\u30c8\u30ea\u30af\u30b9\u3060\u3051\u3067\u306a\u304f <strong>AI\u30b8\u30e3\u30c3\u30b8\uff08LLM\u306b\u3088\u308b\u63a1\u70b9\uff09\u3068\u30c9\u30e1\u30a4\u30f3\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\uff08SME\uff09\u306e\u95a2\u4e0e<\/strong> \u3078\u3068\u59ff\u3092\u5909\u3048\u307e\u3059\u3002\u3055\u3089\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u73fe\u5b9f\u306b\u884c\u52d5\u3092\u8d77\u3053\u3059\u305f\u3081\u3001<strong>\u610f\u601d\u6c7a\u5b9a\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u3092\u30c8\u30ec\u30fc\u30b9\u30fb\u89b3\u6e2c<\/strong> \u3057\u3001\u4f55\u304c\u3067\u304d\u3066\u4f55\u304c\u3067\u304d\u306a\u3044\u304b\u3092 <strong>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb<\/strong> \u3067\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u51fa\u3066\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u300c1\u3064\u306e\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u30fb\u76e3\u8996\u3059\u308b\u300d\u4e16\u754c\u304b\u3089\u3001\u300c1\u3064\u306e\u30e2\u30c7\u30eb\u3092\u6838\u3068\u3057\u305f\u81ea\u5f8b\u30b7\u30b9\u30c6\u30e0\u3092 build\/test\/deploy\/monitor \u3059\u308b\u300d\u4e16\u754c\u3078\u79fb\u3063\u305f\u3001\u3068\u3044\u3046\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-3.jpg\" alt=\"\u300cThe AgentOps Lifecycle\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002MLOps\u306e\u5186\u74b0\u306b\u5bfe\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u3084\u30c4\u30fc\u30eb\/\u95a2\u6570\u547c\u3073\u51fa\u3057\u3001\u8a55\u4fa1\u306eAI\u30b8\u30e3\u30c3\u30b8\u3068\u30c9\u30e1\u30a4\u30f3\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3001\u30c7\u30d7\u30ed\u30a4\u306eAI\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\/\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068AI\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u304c\u5404\u30d5\u30a7\u30fc\u30ba\u306b\u52a0\u308f\u308a\u3001\u62c5\u3044\u624b\u3068\u3057\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4f75\u8a18\u3055\u308c\u308b\" class=\"wp-image-8949\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-3.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-3-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-3-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u300cThe AgentOps Lifecycle\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002MLOps\u306e\u5186\u74b0\u306b\u5bfe\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u3084\u30c4\u30fc\u30eb\/\u95a2\u6570\u547c\u3073\u51fa\u3057\u3001\u8a55\u4fa1\u306eAI\u30b8\u30e3\u30c3\u30b8\u3068\u30c9\u30e1\u30a4\u30f3\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3001\u30c7\u30d7\u30ed\u30a4\u306eAI\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\/\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068AI\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u304c\u5404\u30d5\u30a7\u30fc\u30ba\u306b\u52a0\u308f\u308a\u3001\u62c5\u3044\u624b\u3068\u3057\u3066\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4f75\u8a18\u3055\u308c\u308b<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7279\u6709\u306e6\u3064\u306e\u8ab2\u984c<\/h2>\n\n\n\n<p>\u8907\u96d1\u3055\u306f\u8ab2\u984c\u3092\u751f\u307f\u307e\u3059\u3002\u672c\u756a\u306b\u5230\u9054\u3067\u304d\u306a\u3044\u300c12%\u554f\u984c\u300d\u306e\u4e3b\u56e0\u3068\u3057\u3066\u30016\u3064\u306e\u8ab2\u984c\u304c\u6319\u3052\u3089\u308c\u307e\u3057\u305f\u3002\u6280\u8853\u7684\u306a\u3082\u306e\u304c5\u3064\u3001\u4eba\u7684\u306a\u3082\u306e\u304c1\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30fb\u30d5\u30a7\u30a4\u30eb\u30bb\u30fc\u30d5\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9<\/strong>\uff1a\u5f93\u6765\u306e\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3067\u306f\u4e0d\u5341\u5206\u3002\u30e2\u30c7\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u5236\u5fa1\u3067\u304d\u3066\u3082\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5b9f\u884c\u3059\u308b\u5404\u30b9\u30c6\u30c3\u30d7\u306f\u5236\u5fa1\u3067\u304d\u306a\u3044\u3002\u5fc5\u8981\u306a\u306e\u306f\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u4e0a\u306b\u4e57\u308b <strong>\u300c\u30a2\u30af\u30b7\u30e7\u30f3\u5358\u4f4d\u306e\u5236\u5fa1\u30d7\u30ec\u30fc\u30f3\uff08per-action control plane\uff09\u300d<\/strong> \u3067\u3001\u884c\u52d5\u306e\u524d\u306b\u300c\u8a31\u53ef\uff0f\u62d2\u5426\uff0f\u78ba\u8a8d\u300d\u3092\u631f\u3080\u3053\u3068\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u306f <strong>\u300c\u7de9\u548c\u3067\u306f\u306a\u304f\u4e88\u9632\uff08prevent, not mitigate\uff09\u300d<\/strong>\u3002\u305f\u3068\u3048\u3070\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3067\u30c7\u30fc\u30bf\u6301\u3061\u51fa\u3057\u3092\u8a98\u5c0e\u3055\u308c\u305f\u5834\u5408\u3001\u7fcc\u65e5\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u6c17\u3065\u304f\u306e\u3067\u306f\u306a\u304f\u3001\u8d77\u304d\u308b\u524d\u306b\u30d6\u30ed\u30c3\u30af\u3059\u308b\u3002\u3053\u308c\u306f\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u30dd\u30ea\u30b7\u30fc\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4fe1\u983c\u6027\u3068\u8a55\u4fa1\u306e\u30ae\u30e3\u30c3\u30d7<\/strong>\uff1a\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u547c\u3073\u51fa\u3057\u306a\u3089\u30a8\u30e9\u30fc\u306f\u898b\u3048\u308b\u3002\u3060\u304c\u591a\u6bb5\u306e\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3067\u306f <strong>\u8907\u5408\u30a8\u30e9\u30fc<\/strong> \u304c\u8d77\u3053\u308a\u3001\u3057\u304b\u3082 <strong>\u30b5\u30a4\u30ec\u30f3\u30c8\u30a8\u30e9\u30fc<\/strong>\uff08\u81ea\u4fe1\u3042\u308a\u3052\u3067\u4f53\u88c1\u3082\u6574\u3063\u3066\u3044\u308b\u306e\u306b\u5b8c\u5168\u306b\u9593\u9055\u3063\u3066\u3044\u308b\u51fa\u529b\uff09\u306b\u306a\u308a\u3046\u308b\u3002\u3053\u308c\u306f\u300c\u96f0\u56f2\u6c17\u30c1\u30a7\u30c3\u30af\uff08vibe check\uff09\u300d\u3067\u306f\u898b\u629c\u3051\u306a\u3044\u3002\u6e2c\u5b9a\u306e\u6b20\u5982\u304c\u3001\u591a\u304f\u306eAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u505c\u6ede\u3059\u308b\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u89b3\u6e2c\u6027\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/strong>\uff1a\u3059\u3079\u3066\u306e\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3001\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u53d7\u3051\u6e21\u3057\uff08handoff\uff09\u3092\u30c8\u30ec\u30fc\u30b9\u3059\u308b\u3002\u52a0\u3048\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4f4e\u8a55\u4fa1\u30fbSME\u306e\u30d5\u30e9\u30b0\u30fbAI\u30b8\u30e3\u30c3\u30b8\u306e\u4f4e\u30b9\u30b3\u30a2\u3068\u3044\u3063\u305f <strong>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u30c8\u30ec\u30fc\u30b9\u306b\u7d10\u3065\u3051<\/strong>\u3001\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f55\u3092\u3057\u305f\u304b\u300d\u3068\u300c\u305d\u308c\u3092\u4ed6\u8005\u304c\u3069\u3046\u8a55\u4fa1\u3057\u305f\u304b\u30fb\u306a\u305c\u304b\u300d\u30921\u3064\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u96c6\u7d04\u3057\u3066\u30eb\u30fc\u30d7\u3092\u9589\u3058\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9<\/strong>\uff1a\u672c\u756a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u8907\u96d1\u306aUI\u3001\u5b89\u5168\u8981\u4ef6\u3001\u8010\u4e45\u6027\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c4\u30fc\u30eb\u3078\u306e\u63a5\u7d9a\u3001\u30e2\u30c7\u30eb\u5dee\u3057\u66ff\u3048\u306e\u67d4\u8edf\u6027\u306a\u3069\u3092\u8981\u6c42\u3059\u308b\u3002\u591a\u304f\u306e\u30c1\u30fc\u30e0\u304c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3054\u3068\u306b\u3053\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u30bc\u30ed\u304b\u3089\u4f5c\u308b\u305f\u3081\u3001\u518d\u5229\u7528\u304c\u52b9\u304b\u305a\u3001\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u306e\u4e21\u9762\u3067\u9ad8\u30b3\u30b9\u30c8\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u7406\u89e3<\/strong>\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3092\u77e5\u308a\u3001\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u3092\u628a\u63e1\u3057\u3001\u300c\u6b63\u3057\u3044\u6570\u5b57\u304c\u3069\u3053\u306b\u3042\u308b\u304b\u300d\u3092\u5206\u304b\u308a\u3001\u30d6\u30e9\u30f3\u30c9\u306e\u8a00\u8449\u3067\u8a71\u305b\u308b\u3053\u3068\u3002\u3053\u308c\u306f\u4ed6\u793e\u306b\u306a\u3044\u5dee\u5225\u5316\u8981\u56e0\u3067\u3042\u308a\u3001\u6280\u8853\u7684\u306b\u6b63\u3057\u3044\u3060\u3051\u306e\u6c4e\u7528\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u9055\u3044\u3092\u751f\u3080\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306e\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\uff08\u4eba\u7684\u8ab2\u984c\uff09<\/strong>\uff1a\u672c\u756a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u9b45\u529b\u7684\u3067\u3001\u8ab0\u3082\u304c\u95a2\u308f\u308a\u305f\u304c\u308b\u3002ROI\u3092\u6c17\u306b\u3059\u308bCEO\u3001\u30a2\u30af\u30bb\u30b9\u3092\u6c17\u306b\u3059\u308b\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u3001\u30ea\u30b9\u30af\u3092\u898b\u308b\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3001\u6a5f\u80fd\u3092\u62bc\u3059PM\uff08\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\uff09\u3001\u901f\u3044\u53cd\u5fa9\u3092\u6c42\u3081\u308bAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u5b89\u5b9a\u3057\u305fUI\u3092\u6b32\u3057\u304c\u308b\u30a2\u30d7\u30ea\u958b\u767a\u8005\u3001\u3061\u3083\u3093\u3068\u52d5\u304f\u3082\u306e\u3092\u6c42\u3081\u308b\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u3002\u512a\u5148\u9806\u4f4d\u306e\u7570\u306a\u308b\u95a2\u4fc2\u8005\u3092 <strong>\u6700\u521d\u304b\u3089\u80fd\u52d5\u7684\u306b\u8abf\u6574<\/strong> \u3057\u306a\u3044\u3068\u3001\u6280\u8853\u3067\u306f\u306a\u304f\u4eba\u7684\u7406\u7531\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u6b62\u307e\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u3092\u653e\u7f6e\u3059\u308b\u3068 <strong>\u6280\u8853\u7684\u8ca0\u50b5<\/strong> \u3078\u3068\u8907\u5229\u3067\u81a8\u3089\u307f\u307e\u3059\u3002\u30ac\u30d0\u30ca\u30f3\u30b9\u304c\u306a\u3051\u308c\u3070\u30c4\u30fc\u30eb\u4e71\u7acb\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4e71\u7acb\uff08\u540c\u3058\u3053\u3068\u3092\u3059\u308b\u591a\u6570\u306e\u5b9f\u4f53\u3092\u8ab0\u3082\u628a\u63e1\u3067\u304d\u306a\u3044\uff09\u3001\u53ef\u89b3\u6e2c\u6027\u304c\u306a\u3051\u308c\u3070\u30c7\u30d0\u30c3\u30b0\u4e0d\u80fd\u306a\u4e0d\u900f\u660e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u8a55\u4fa1\u304c\u306a\u3051\u308c\u3070\u300c<strong>\u305f\u3076\u3093\u52d5\u3044\u3066\u3044\u308b<\/strong>\u300d\u3068\u3044\u3046\u4e3b\u89b3\u3060\u3051\u304c\u6b8b\u308b\u3002\u3057\u304b\u3082\u975e\u6c7a\u5b9a\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u3053\u306e\u8ca0\u50b5\u306e\u30b3\u30b9\u30c8\u306f\u7dda\u5f62\u3067\u306f\u6e08\u307e\u305a\u3001\u3055\u3089\u306b\u5927\u304d\u304f\u81a8\u3089\u3080\u3068\u6307\u6458\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u76ee\u6307\u3059\u59ff\uff1aF1\u30c1\u30fc\u30e0\u306b\u5b66\u30763\u3064\u306e\u30c6\u30f3\u30dd<\/h2>\n\n\n\n<p>\u300c\u3067\u306f\u826f\u3044\u72b6\u614b\u3068\u306f\u4f55\u304b\u300d\u3002\u63d0\u793a\u3055\u308c\u305f\u306e\u306f\u3001<strong>\u5b89\u5168\u5236\u5fa1<\/strong> \u3068 <strong>\u672c\u7269\u306e\u30c1\u30fc\u30e0\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8<\/strong> \u3092\u4e21\u7acb\u3055\u305b\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u305d\u306e\u30e2\u30c7\u30eb\u3068\u3057\u3066\u3001F1\u30c1\u30fc\u30e0\u304c <strong>3\u3064\u306e\u30c6\u30f3\u30dd<\/strong> \u3067\u52d5\u304f\u6bd4\u55a9\u304c\u4f7f\u308f\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PER LAP\uff08\u30e9\u30c3\u30d7\u5358\u4f4d\uff09<\/strong>\uff1a\u975e\u5e38\u306b\u901f\u304f\u6226\u8853\u7684\u306a\u53cd\u5fa9\u3002\u5f37\u3044\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u3082\u3068\u3067\u7d20\u65e9\u304f\u5909\u66f4\u3092\u51fa\u3059\u958b\u767a\u30eb\u30fc\u30d7\u3002<\/li>\n\n\n\n<li><strong>PER RACE\uff08\u30ec\u30fc\u30b9\u5358\u4f4d\uff09<\/strong>\uff1a\u6226\u7565\u7684\u306a\u5358\u4f4d\u3002\u672c\u756a\u30c7\u30d7\u30ed\u30a4\uff0f\u30ea\u30ea\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3001\u5f37\u3044\u8a55\u4fa1\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\u3067\u300c\u58ca\u3057\u3066\u3044\u306a\u3044\u304b\u300d\u3092\u6e2c\u308b\u3002<\/li>\n\n\n\n<li><strong>PER SEASON\uff08\u30b7\u30fc\u30ba\u30f3\u5358\u4f4d\uff09<\/strong>\uff1a\u9577\u671f\u306e\u8996\u70b9\u3002\u30b9\u30d7\u30ea\u30f3\u30c8\u8a08\u753b\u3084\u6708\u6b21\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u78ba\u8a8d\u3067\u3001\u512a\u5148\u9806\u4f4d\u3068\u6226\u7565\u306e\u65b9\u5411\u3092\u898b\u76f4\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u305d\u3057\u3066\u3001\u3053\u308c\u3092\u652f\u3048\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f <strong>\u30b3\u30f3\u30dd\u30fc\u30b6\u30d6\u30eb\uff08\u7d44\u307f\u5408\u308f\u305b\u53ef\u80fd\uff09<\/strong> \u3067\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u30fbUI\u306e\u8981\u7d20\u3092 <strong>\u4f5c\u308a\u4ed8\u3051\uff08pre-built\uff09<\/strong> \u3067\u5099\u3048\u3001\u7d44\u7e54\u6a2a\u65ad\u3067\u300c\u8eca\u8f2a\u306e\u518d\u767a\u660e\u300d\u3092\u305b\u305a\u306b\u51fa\u8377\u3067\u304d\u308b\u3053\u3068\u304c\u8981\u4ef6\u3060\u3068\u8ff0\u3079\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-4.jpg\" alt=\"F1\u30c1\u30fc\u30e0\u306e3\u3064\u306e\u30c6\u30f3\u30dd\u306b\u306a\u305e\u3089\u3048\u305f\u300c\u76ee\u6307\u3059\u59ff\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002PER LAP=\u30ac\u30d0\u30ca\u30f3\u30b9\u4ed8\u304d\u306e\u7d20\u65e9\u3044\u5909\u66f4\u3001PER RACE=\u5f37\u3044\u8a55\u4fa1\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\u3001PER SEASON=\u30c1\u30fc\u30e0\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\" class=\"wp-image-8950\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-4.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-4-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-4-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">F1\u30c1\u30fc\u30e0\u306e3\u3064\u306e\u30c6\u30f3\u30dd\u306b\u306a\u305e\u3089\u3048\u305f\u300c\u76ee\u6307\u3059\u59ff\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002PER LAP=\u30ac\u30d0\u30ca\u30f3\u30b9\u4ed8\u304d\u306e\u7d20\u65e9\u3044\u5909\u66f4\u3001PER RACE=\u5f37\u3044\u8a55\u4fa1\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\u3001PER SEASON=\u30c1\u30fc\u30e0\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8<\/figcaption><\/figure>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u5148\u306f\u3001\u30e9\u30c3\u30d7\uff0f\u30ec\u30fc\u30b9\uff0f\u30b7\u30fc\u30ba\u30f3\u306e\u5404\u6bb5\u3067\u5fc5\u8981\u306a\u6280\u8853\u8981\u4ef6\u3092\u3001\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3068\u30e9\u30a4\u30d6\u30c7\u30e2\u3067\u5177\u4f53\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Per Lap\uff1a\u30ac\u30d0\u30ca\u30f3\u30b9\u4ed8\u304d\u3067\u7d20\u65e9\u304f\u5909\u3048\u308b\uff08Omnigent\uff09<\/h2>\n\n\n\n<p>\u30e9\u30c3\u30d7\u6bb5\u3067\u306f\u3001\u5f37\u3044\u30ac\u30d0\u30ca\u30f3\u30b9\u5236\u5fa1\u306e\u3082\u3068\u3067\u65b0\u6a5f\u80fd\u3092\u7d20\u65e9\u304f\u51fa\u3057\u3001\u305d\u306e\u6a5f\u80fd\u304c\u72d9\u3063\u305fROI\u3092\u5b9f\u969b\u306b\u751f\u3080\u304b\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u984c\u6750\u306f\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e <strong>\u30b5\u30dd\u30fc\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6301\u3064\u901a\u4fe1\uff08telco\uff09\u4f01\u696d<\/strong>\u3002\u5f93\u6765\u306f\u300c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3054\u3068\u306b1\u3064\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u300d\u3068\u8003\u3048\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u5411\u3051\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u53c2\u7167\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u3069\u3046\u672c\u756a\u5316\u3059\u308b\u304b\u3001\u3068\u3044\u3046\u8b70\u8ad6\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u57fa\u8abf\u8b1b\u6f14\uff08Databricks\u306eCTO Matei Zaharia \u6c0f\uff09\u3067\u3082\u89e6\u308c\u3089\u308c\u305f\u3068\u304a\u308a\u3001<strong>\u3044\u307e\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d44\u7e54\u306e\u3042\u3089\u3086\u308b\u5074\u9762\u306b\u53ca\u3073\u307e\u3059<\/strong>\u3002<\/p>\n\n\n\n<p>\u7d50\u679c\u3068\u3057\u3066\u3001<strong>1\u3064\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u4e2d\u306b\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30b7\u30b9\u30c6\u30e0\u304c\u5171\u5b58<\/strong> \u3057\u307e\u3059\u3002\u9867\u5ba2\u5411\u3051\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30b5\u30dd\u30fc\u30c8\u306b\u52a0\u3048\u3001\u88cf\u5074\u3067\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u72ec\u81ea\u30e2\u30c7\u30eb\u30fb\u72ec\u81ea\u30c8\u30ec\u30fc\u30b9\u3067\u672c\u756a\u30ed\u30b0\u3092\u5206\u6790\u3057\u672a\u77e5\u306e\u969c\u5bb3\u3092\u898b\u3064\u3051\uff08Eval Analyzer\uff09\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u81ea\u793e\u306ePR\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6cbf\u3063\u305f\u72ec\u81ea\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u65b0\u6a5f\u80fd\u3092\u4f5c\u308b\u3002\u3053\u308c\u3089\u304c\u4e92\u3044\u306b\u3046\u307e\u304f\u9023\u643a\u3057\u3066\u521d\u3081\u3066\u3001<strong>\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3059\u308b\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb<\/strong> \u304c\u56de\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-5.jpg\" alt=\"\u901a\u4fe1\u4f01\u696d\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u56f3\u3002Supervisor Agent\u304c\u914d\u4e0b\u306eAccount\/Billing\/Product\/Tech Support\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08Genie\u30fbKnowledge Assistant\uff09\u306b\u632f\u308a\u5206\u3051\u3001\u5225\u7cfb\u7d71\u306eEval Analyzer\u3068\u72ec\u81ea\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u672c\u756a\u30c8\u30ec\u30fc\u30b9\u5206\u6790\u3068\u6a5f\u80fd\u8ffd\u52a0\u3092\u62c5\u3044\u3001\u5168\u4f53\u3067\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\u3092\u69cb\u6210\u3059\u308b\" class=\"wp-image-8951\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-5.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-5-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-5-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u901a\u4fe1\u4f01\u696d\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u56f3\u3002Supervisor Agent\u304c\u914d\u4e0b\u306eAccount\/Billing\/Product\/Tech Support\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08Genie\u30fbKnowledge Assistant\uff09\u306b\u632f\u308a\u5206\u3051\u3001\u5225\u7cfb\u7d71\u306eEval Analyzer\u3068\u72ec\u81ea\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u672c\u756a\u30c8\u30ec\u30fc\u30b9\u5206\u6790\u3068\u6a5f\u80fd\u8ffd\u52a0\u3092\u62c5\u3044\u3001\u5168\u4f53\u3067\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\u3092\u69cb\u6210\u3059\u308b<\/figcaption><\/figure>\n\n\n\n<p>\u30b5\u30dd\u30fc\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u81ea\u4f53\u3082\u5358\u7d14\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Supervisor \u304c\u8acb\u6c42\u30fb\u30c6\u30af\u30cb\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u30fb\u30a2\u30ab\u30a6\u30f3\u30c8\u30fb\u5546\u54c1\u306e\u5404\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u5404\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f Genie\uff08\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u3092\u7167\u4f1a\u3059\u308bDatabricks\u306e\u6a5f\u80fd\uff09\u3084 Knowledge Assistant\uff08\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\uff09\u3092\u4ecb\u3057\u3066\u60c5\u5831\u3092\u5f15\u304d\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Omnigent\uff1a\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5171\u901a\u898f\u683c\u3067\u675f\u306d\u308b\u30e1\u30bf\u30cf\u30fc\u30cd\u30b9<\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u767b\u5834\u3059\u308b\u306e\u304c <strong>Omnigent<\/strong> \u3067\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092 <strong>\u5171\u901a\u306e\u898f\u683c<\/strong> \u3067\u675f\u306d\u308b\u3001\u3044\u308f\u3070\u30e1\u30bf\u30cf\u30fc\u30cd\u30b9\uff08harness\u3092\u675f\u306d\u308b\u5c64\uff09\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\uff08Databricks\u306fOmnigent\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u516c\u958b\u3057\u3066\u3044\u307e\u3059\uff09\u3002\u4e2d\u6838\u3068\u306a\u308b\u8003\u3048\u65b9\u306f\u3001<strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5ba3\u8a00\u7684\u306a\u4ed5\u69d8 <code>agent.yaml<\/code> \u3067\u5b9a\u7fa9\u3059\u308b<\/strong> \u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u5206\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08agent.yaml\uff09<\/strong>\uff1a\u5916\u90e8\u516c\u958b\u306e\u300cCustomer Support Agent\u300d\u3001\u793e\u5185\u5411\u3051\u306e\u300cMLflow Trace Analyzer\u300d\u306a\u3069\u3002<\/li>\n\n\n\n<li><strong>\u4f5c\u308a\u4ed8\u3051\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\uff1a<code>debby<\/code>\uff08Claude + GPT\uff09\u3001<code>polly<\/code>\uff08\u30b3\u30fc\u30c9\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u30fc\uff09\u3002<\/li>\n\n\n\n<li><strong>Omnigent Server<\/strong>\uff1a\u4f1a\u8a71\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u30dd\u30ea\u30b7\u30fc\u30b9\u30c8\u30a2\u3001\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\uff08\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u8cc7\u6599\u3084Google\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7b49\uff09\u3092\u4e00\u5143\u7ba1\u7406\u3002\u5185\u90e8\u306b Agent \/ Session \/ Policy \/ Artifact \u306e\u5404\u30b9\u30c8\u30a2\u3092\u6301\u3061\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306f <strong>\u30c7\u30e2\u3067\u306fSQLite\u3001\u672c\u756a\u3067\u306fLakebase<\/strong>\u3002<strong>REST API\uff08<code>\/v1\/agents<\/code>\u3001<code>\/v1\/sessions<\/code>\uff09\u3068 WebSocket\uff08<code>\/v1\/hosts\/{id}\/tunnel<\/code>\uff09<\/strong> \u3092\u5099\u3048\u3001Host Registry \u304c\u63a5\u7d9a\u30db\u30b9\u30c8\u3092\u8ffd\u8de1\u3057\u3066\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u30e9\u30f3\u30ca\u30fc\u3078\u632f\u308a\u5206\u3051\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u30a2\u30d7\u30ea<\/strong>\uff1a\u9867\u5ba2\u5411\u3051\u30b5\u30dd\u30fc\u30c8\u30a2\u30d7\u30ea\uff08Databricks App\u4e0a\u306e\u300cTelco Chat UI\u300d\uff09\u3068\u3001\u793e\u5185\u958b\u767a\u8005\u5411\u3051\u306e <strong>Omnigent Web UI<\/strong>\uff08Databricks App\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e1\u679a\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u96c6\u7d04\u3059\u308b\u3053\u3068\u3067\u3001\u5148\u8ff0\u306e\u8ab2\u984c\u306b\u6b63\u9762\u304b\u3089\u7b54\u3048\u307e\u3059\u3002\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u306f <strong>\u30b3\u30f3\u30dd\u30b8\u30b7\u30e7\u30f3<\/strong>\uff08\u4ed5\u69d8\u3092\u66f8\u304d\u63db\u3048\u308b\u3060\u3051\u3067\u30c4\u30fc\u30eb\u3084MCP\uff08Model Context Protocol\uff0f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5916\u90e8\u30c4\u30fc\u30eb\u63a5\u7d9a\u898f\u683c\uff09\u3001\u30e2\u30c7\u30eb\u3084\u30cf\u30fc\u30cd\u30b9\u3092\u5dee\u3057\u66ff\u3048\uff09\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u306b\u306f <strong>\u30e9\u30f3\u30bf\u30a4\u30e0\u30dd\u30ea\u30b7\u30fc<\/strong>\u3001\u30c1\u30fc\u30e0\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u306b\u306f <strong>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>\uff08\u30e9\u30a4\u30d6\u306a\u4f1a\u8a71\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u3001\u30b3\u30d4\u30da\u3067\u306f\u306a\u304f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5171\u6709\u3059\u308b\u3088\u3046\u306b\u6e21\u3057\u3066\u30ec\u30d3\u30e5\u30fc\u3084\u5f15\u304d\u7d99\u304e\u3092\u884c\u3046\uff09\u3067\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-6.jpg\" alt=\"Omnigent\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u69cb\u6210\u56f3\u3002agent.yaml\u3067\u5b9a\u7fa9\u3059\u308b\u81ea\u5206\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u4f5c\u308a\u4ed8\u3051\u306edebby\/polly\u3001Agent\/Session\/Policy\/Artifact\u30b9\u30c8\u30a2\u3092\u6301\u3064Omnigent Server\uff08SQLite\/Lakebase\u3001REST\/WebSocket\uff09\u3001\u9867\u5ba2\u5411\u3051\u30b5\u30dd\u30fc\u30c8\u30a2\u30d7\u30ea\u3068Omnigent Web UI\u306e\u95a2\u4fc2\u3092\u793a\u3059\" class=\"wp-image-8952\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-6.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-6-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-6-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">Omnigent\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u69cb\u6210\u56f3\u3002agent.yaml\u3067\u5b9a\u7fa9\u3059\u308b\u81ea\u5206\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u4f5c\u308a\u4ed8\u3051\u306edebby\/polly\u3001Agent\/Session\/Policy\/Artifact\u30b9\u30c8\u30a2\u3092\u6301\u3064Omnigent Server\uff08SQLite\/Lakebase\u3001REST\/WebSocket\uff09\u3001\u9867\u5ba2\u5411\u3051\u30b5\u30dd\u30fc\u30c8\u30a2\u30d7\u30ea\u3068Omnigent Web UI\u306e\u95a2\u4fc2\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">agent.yaml\uff1a\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30c4\u30fc\u30eb\u30fbMCP\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u30921\u30d5\u30a1\u30a4\u30eb\u306b<\/h3>\n\n\n\n<p>\u5ba3\u8a00\u7684\u306a\u4ed5\u69d8\u306e\u4e2d\u8eab\u3092\u898b\u308b\u3068\u3001\u8907\u96d1\u306a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c1\u30d5\u30a1\u30a4\u30eb\u306b\u53ce\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<strong>\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30c4\u30fc\u30eb\u30fbMCP\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u30921\u30d5\u30a1\u30a4\u30eb\u306b\u307e\u3068\u3081\u30011\u3064\u306ePR\u3067\u30ec\u30d3\u30e5\u30fc\u3059\u308b<\/strong> \u3068\u3044\u3046\u601d\u60f3\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\uff1asupervisor \u2192 billing\u30fbtech_support\u30fbaccount\u30fbproduct\uff08\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u69cb\u6210\uff1aClaude\u30fbLlama\u30fbGPT-OSS\u30fbQwen\uff09<\/li>\n\n\n\n<li><strong>\u95a2\u6570\u30c4\u30fc\u30eb<\/strong>\uff1acustomer_lookup\u30fbusage_lookup\u30fbkb_search\u30fbrefund_issue\uff08<strong>Unity Catalog\uff08Databricks\u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u57fa\u76e4\uff09\u306e SQL \u95a2\u6570<\/strong>\uff09<\/li>\n\n\n\n<li><strong>MCP\u30c4\u30fc\u30eb<\/strong>\uff1aJira\u30fboutage_info\uff08\u30ab\u30b9\u30bf\u30e0\u306e\u30b5\u30a4\u30c9\u30ab\u30fc\uff09\u3002\u65e2\u5b58\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c4\u30fc\u30eb\u3092\u518d\u69cb\u7bc9\u306a\u3057\u3067\u63a5\u7d9a<\/li>\n\n\n\n<li><strong>\u30dd\u30ea\u30b7\u30fc<\/strong>\uff1a<code>ASK<\/code>\uff08refund\u30fbJira create \u306e\u524d\u306b\u78ba\u8a8d\uff09\u3001<code>DENY<\/code>\uff08PII\uff1d\u500b\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u60c5\u5831\u306e\u51fa\u529b\u7981\u6b62\uff09\u3001<code>token budget \u2264 20 \/ turn<\/code>\uff081\u30bf\u30fc\u30f3\u3042\u305f\u308a\u306e\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\uff09<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-7.jpg\" alt=\"customer support agent.yaml\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\uff09\u3001Unity Catalog SQL\u95a2\u6570\u306e\u30c4\u30fc\u30eb\u3001Jira\u7b49\u306eMCP\u30c4\u30fc\u30eb\u3001ASK\/DENY\u30681\u30bf\u30fc\u30f3\u3042\u305f\u308a\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\u306e\u30dd\u30ea\u30b7\u30fc\u30921\u30d5\u30a1\u30a4\u30eb\u3067\u5ba3\u8a00\u3057\u3066\u3044\u308b\" class=\"wp-image-8953\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-7.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-7-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-7-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">customer support agent.yaml\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\uff09\u3001Unity Catalog SQL\u95a2\u6570\u306e\u30c4\u30fc\u30eb\u3001Jira\u7b49\u306eMCP\u30c4\u30fc\u30eb\u3001ASK\/DENY\u30681\u30bf\u30fc\u30f3\u3042\u305f\u308a\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\u306e\u30dd\u30ea\u30b7\u30fc\u30921\u30d5\u30a1\u30a4\u30eb\u3067\u5ba3\u8a00\u3057\u3066\u3044\u308b<\/figcaption><\/figure>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u3053\u308c\u3089\u306e <code>agent.yaml<\/code> \u306f <strong>Databricks Asset Bundles<\/strong>\uff08\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u307e\u3068\u3081\u74b0\u5883\u6a2a\u65ad\u3067\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u6a5f\u80fd\uff09\u306b\u3088\u3063\u3066\u958b\u767a\u30fb\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u30fb\u672c\u756a\u306e\u5404\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3078\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u3001\u30ea\u30bd\u30fc\u30b9\u306f <strong>Unity Catalog \u306b\u300c\u7d71\u6cbb\u5bfe\u8c61\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u300d\u3068\u3057\u3066\u73fe\u308c<\/strong>\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u5ba3\u8a00\u7684\u306a\u4ed5\u69d8\u304c\u3001\u305d\u306e\u307e\u307e\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5358\u4f4d\u306b\u306a\u308b\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30e2\uff1a\u30a2\u30af\u30b7\u30e7\u30f3\u5358\u4f4d\u306e\u5236\u5fa1\u30d7\u30ec\u30fc\u30f3\uff08ASK \/ DENY\uff09<\/h3>\n\n\n\n<p>\u9867\u5ba2\u8996\u70b9\u306e\u30c7\u30e2\u3067\u306f\u3001\u30dd\u30ea\u30b7\u30fc\u304c\u5b9f\u969b\u306b\u52b9\u304f\u69d8\u5b50\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u300c\u81ea\u5206\u306f\u3069\u306e\u30d7\u30e9\u30f3\u304b\uff1f\u300d\u3068\u3044\u3046\u5358\u7d14\u306a\u8cea\u554f\u306f account \u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3055\u308c\u30011\u3064\u306e\u30c4\u30fc\u30eb\u3067\u300cPremium Unlimited\uff08\u6708\u984d $89.99\uff09\u300d\u3068\u56de\u7b54\u3002\u6b8b\u9ad8\u3084\u969c\u5bb3\u60c5\u5831\u306f billing \u30b5\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c2\u3064\u306e\u30c4\u30fc\u30eb\u3067\u51e6\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u300c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u969c\u5bb3\u304c1\u6642\u9593\u7d9a\u3044\u3066\u3044\u308b\u3002\u30a8\u30ea\u30a2\u306b\u969c\u5bb3\u304c\u3042\u308c\u3070Jira\u30c1\u30b1\u30c3\u30c8\u3092\u4f5c\u3063\u3066\u300d\u3068\u3044\u3046\u4f9d\u983c\u304c\u5165\u308b\u3068\u3001<strong>Jira\u30c1\u30b1\u30c3\u30c8\u4f5c\u6210\u306e\u524d\u306b\u627f\u8a8d\u30b2\u30fc\u30c8\u304c\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059<\/strong>\u3002\u30dd\u30ea\u30b7\u30fc <code>jira_create_requires_approval<\/code> \u304c\u767a\u706b\u3057\u3001\u300cInternet outage report &#8211; SF-East P2\u300d\u3068\u3044\u3046\u8981\u7d04\u3068\u3068\u3082\u306b\u3001\u4fdd\u7559\u4e2d\u306e\u30a2\u30af\u30b7\u30e7\u30f3 <code>jira_create_issue<\/code> \u3092 <strong>\u627f\u8a8d\uff08APPROVE\uff09\uff0f\u62d2\u5426\uff08DENY\uff09<\/strong> \u3067\u78ba\u8a8d\u3055\u305b\u308b\u3002\u8fd4\u91d1\u30ea\u30af\u30a8\u30b9\u30c8\u3082\u3001\u91cd\u8981\u306a\u30b5\u30fc\u30d3\u30b9\u306b\u89e6\u308c\u308b\u305f\u3081\u540c\u3058\u627f\u8a8d\u30b2\u30fc\u30c8\u3092\u901a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-8.jpg\" alt=\"Telco Support Assistant\u306e\u30c7\u30e2\u753b\u9762\u3002Jira\u30c1\u30b1\u30c3\u30c8\u4f5c\u6210\u306e\u524d\u306b\u30dd\u30ea\u30b7\u30fcjira_create_requires_approval\u304c\u767a\u706b\u3057\u3001\u4fdd\u7559\u30a2\u30af\u30b7\u30e7\u30f3jira_create_issue\u3092\u627f\u8a8d\/\u62d2\u5426\u3067\u78ba\u8a8d\u3059\u308b\u300cApproval Required\u300d\u30e2\u30fc\u30c0\u30eb\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\" class=\"wp-image-8954\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-8.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-8-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-8-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">Telco Support Assistant\u306e\u30c7\u30e2\u753b\u9762\u3002Jira\u30c1\u30b1\u30c3\u30c8\u4f5c\u6210\u306e\u524d\u306b\u30dd\u30ea\u30b7\u30fcjira_create_requires_approval\u304c\u767a\u706b\u3057\u3001\u4fdd\u7559\u30a2\u30af\u30b7\u30e7\u30f3jira_create_issue\u3092\u627f\u8a8d\/\u62d2\u5426\u3067\u78ba\u8a8d\u3059\u308b\u300cApproval Required\u300d\u30e2\u30fc\u30c0\u30eb\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b<\/figcaption><\/figure>\n\n\n\n<p>PII\u691c\u77e5\u3082\u540c\u69d8\u3067\u3059\u3002\u30c1\u30fc\u30e0\u3054\u3068\u306b\u72ec\u81ea\u306ePII\u691c\u77e5\uff08\u5224\u5b9a\u5668\u30fb\u30eb\u30fc\u30eb\u30fb\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\uff09\u3092\u5b9f\u88c5\u3057\u3066\u30d0\u30e9\u30d0\u30e9\u306b\u306a\u308b\u4ee3\u308f\u308a\u306b\u3001<strong>1\u3064\u306e\u5171\u6709PII\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5168\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u5168\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u4f7f\u3044\u56de\u3059<\/strong>\u3002\u9867\u5ba2\u304c\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u30dd\u30ea\u30b7\u30fc\u3092\u5c0b\u306d\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6a5f\u5fae\u30c7\u30fc\u30bf\u3092\u7167\u4f1a\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u81ea\u52d5\u3067\u30d5\u30e9\u30b0\u304c\u7acb\u3061\u3001\u30c7\u30fc\u30bf\u6301\u3061\u51fa\u3057\u3092\u672a\u7136\u306b\u9632\u3044\u3067\u3001\u9867\u5ba2\u306f\u5b89\u5168\u306a\u30a2\u30ab\u30a6\u30f3\u30c8\u30dd\u30fc\u30bf\u30eb\u3078\u6848\u5185\u3055\u308c\u307e\u3059\u3002\u307e\u3055\u306b\u300c\u7de9\u548c\u3067\u306f\u306a\u304f\u4e88\u9632\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u8907\u96d1\u306a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3067\u3082 <strong>1\u3064\u306e\u5ba3\u8a00\u7684\u4ed5\u69d8<\/strong> \u3067\u30c4\u30fc\u30eb\u30fbMCP\u30fb\u30dd\u30ea\u30b7\u30fc\u3092\u5dee\u3057\u66ff\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u3044\u308d\u3044\u308d\u306a\u69cb\u6210\u3092\u7d20\u65e9\u304f\u8a66\u305b\u308b\u3001\u3068\u3044\u3046\u306e\u304c\u30e9\u30c3\u30d7\u6bb5\u306e\u4e3b\u5f35\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Per Race\uff1a\u58ca\u3055\u305a\u672c\u756a\u306b\u51fa\u3059\u305f\u3081\u306e\u8a55\u4fa1\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb\uff08MLflow\uff09<\/h2>\n\n\n\n<p>\u30ec\u30fc\u30b9\u6bb5\u3067\u554f\u308f\u308c\u308b\u306e\u306f\u3001\u5f37\u3044\u8a55\u4fa1\u80fd\u529b\u3067\u3059\u3002\u672c\u756a\u3067\u4f55\u3082\u58ca\u3055\u306a\u3044\u3053\u3068\u3001\u305d\u3057\u3066\u81ea\u52d5\u691c\u77e5\u304c\u96e3\u3057\u3044 <strong>\u672a\u77e5\u306e\u5931\u6557\u30e2\u30fc\u30c9<\/strong> \u3092\u78ba\u5b9f\u306b\u6398\u308a\u8d77\u3053\u3059\u3053\u3068\u3002\u512a\u308c\u305feval\uff08\u8a55\u4fa1\uff09\u306f\u3001\u5931\u6557\u306e\u7de9\u548c\u3060\u3051\u3067\u306a\u304f\u3001\u3044\u307e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u304c\u62b1\u3048\u308b <strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u30fb\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\u30fb\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8<\/strong> \u306e\u61f8\u5ff5\u306b\u3082\u52b9\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u9069\u5207\u306aLLM\u30b8\u30e3\u30c3\u30b8\u3068\u30b3\u30fc\u30c9\u95a2\u6570\u30c6\u30b9\u30c8\u304c\u3042\u3063\u3066\u521d\u3081\u3066\u51fa\u529b\u3092\u4fe1\u983c\u3067\u304d\u307e\u3059\u3002\u300cLLM\u304c\u9867\u5ba2\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30dd\u30ea\u30b7\u30fc\u3092\u52dd\u624b\u306b\u751f\u6210\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u3061\u3083\u3093\u3068 account_policy \u30c4\u30fc\u30eb\u3092\u547c\u3093\u3067\u4fe1\u983c\u3067\u304d\u308b\u7d50\u679c\u3092\u8fd4\u3057\u3066\u3044\u308b\u304b\u300d\u3092\u691c\u8a3c\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u5177\u5408\u3067\u3059\u3002\u3055\u3089\u306b\u30e6\u30fc\u30b6\u30fc\u306e\u55dc\u597d\u304c\u5c0a\u91cd\u3055\u308c\u3066\u3044\u308b\u304b\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\uff09\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u304c\u51fa\u529b\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u304b\uff08\u6280\u8853\u7684\u306b\u6b63\u3057\u3044\u3060\u3051\u3067\u306a\u304f\u3001\u5fc3\u5730\u3088\u3044\u9867\u5ba2\u4f53\u9a13\u306b\u306a\u3063\u3066\u3044\u308b\u304b\uff09\u3082\u8a55\u4fa1\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MLflow\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\uff1a5\u3064\u306e\u30bd\u30fc\u30b9\u30011\u3064\u306e\u30b9\u30bf\u30c3\u30af<\/h3>\n\n\n\n<p>MLflow\u306f\u3053\u306e\u9818\u57df\u306b\u6ce8\u529b\u3057\u3066\u304a\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u306a\u30c1\u30a7\u30c3\u30af\u304b\u3089LLM\u30b8\u30e3\u30c3\u30b8\u307e\u3067\u3001\u591a\u5c64\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u3092\u5099\u3048\u307e\u3059\u3002\u767b\u58c7\u8005\u304c\u5f37\u8abf\u3057\u305f\u8981\u70b9\u306f\u3001<strong>\u300c\u30a2\u30d7\u30ea\u306b\u3069\u3046\u8a08\u6e2c\u3092\u4ed5\u8fbc\u3080\u304b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u958b\u767a\u30fbCI\/CD\u30fb\u672c\u756a\u306e\u5168\u74b0\u5883\u3067\u540c\u3058\u30c1\u30a7\u30c3\u30af\u3092\u3069\u3046\u9069\u7528\u3059\u308b\u304b\u300d<\/strong> \u3067\u3059\u3002<\/p>\n\n\n\n<p>\u63d0\u793a\u3055\u308c\u305f\u6574\u7406\u304c\u300c5\u3064\u306e\u30bd\u30fc\u30b9\u30011\u3064\u306e\u30b9\u30bf\u30c3\u30af\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u30c1\u30a7\u30c3\u30af<\/strong>\uff1a<code>evals\/scorers.py<\/code>\uff08PII\u6b63\u898f\u8868\u73fe\u306a\u3069\uff09\uff0fPython\u95a2\u6570<\/li>\n\n\n\n<li><strong>LLM\u30b8\u30e3\u30c3\u30b8<\/strong>\uff1a<code>evals\/scorers.py<\/code>\uff08brand_compliance\u3001data_privacy \u306a\u3069\uff09\uff0f<code>make_judge(...)<\/code><\/li>\n\n\n\n<li><strong>SME\uff08\u696d\u52d9\u6709\u8b58\u8005\uff09<\/strong>\uff1aMLflow Experiment UI \u306e Traces \u30bf\u30d6 \u2192 Assessments \u30d1\u30cd\u30eb\uff0f<code>mlflow.log_feedback()<\/code><\/li>\n\n\n\n<li><strong>\u30b8\u30e3\u30c3\u30b8\u306e\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8<\/strong>\uff1a<code>align()<\/code> \u3092\u8d70\u3089\u305b\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\uff0f<code>judge.align(traces, SIMBAAlignmentOptimizer())<\/code><\/li>\n\n\n\n<li><strong>\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc<\/strong>\uff1a\u30a2\u30d7\u30ea\u4e0a\u306e\u9ad8\u8a55\u4fa1\/\u4f4e\u8a55\u4fa1\u30dc\u30bf\u30f3\uff0f<code>mlflow.log_feedback()<\/code>\uff08\u540c\u3058API\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>5\u3064\u306e\u30bd\u30fc\u30b9\u306f\u3059\u3079\u3066\u3001\u30c8\u30ec\u30fc\u30b9\u4e0a\u306e\u300cMLflow\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u300d\u3068\u3057\u3066\u7740\u5730\u3057\u307e\u3059\u3002<\/strong> \u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306f1\u3064\u3001\u30af\u30a8\u30ea\u9762\u30821\u3064\u3001eval \u30bb\u30c3\u30c8\u30821\u3064\u3002\u7a2e\u985e\u306e\u7570\u306a\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u304c\u540c\u3058\u571f\u53f0\u306b\u96c6\u7d04\u3055\u308c\u308b\u8a2d\u8a08\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"518\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-9.jpg\" alt=\"MLflow\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u30c1\u30a7\u30c3\u30af\u30fbLLM\u30b8\u30e3\u30c3\u30b8\u30fbSME\u30fb\u30b8\u30e3\u30c3\u30b8\u306e\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u30fb\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e5\u30bd\u30fc\u30b9\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u30b5\u30fc\u30d5\u30a7\u30b9\u30fbAPI\u3092\u8868\u306b\u3057\u3001\u3059\u3079\u3066\u304c\u30c8\u30ec\u30fc\u30b9\u4e0a\u306e\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u3068\u3057\u30661\u3064\u306e\u30b9\u30bf\u30c3\u30af\u306b\u96c6\u7d04\u3055\u308c\u308b\u3053\u3068\u3092\u793a\u3059\" class=\"wp-image-8955\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-9.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-9-300x162.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-9-768x414.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">MLflow\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u30c1\u30a7\u30c3\u30af\u30fbLLM\u30b8\u30e3\u30c3\u30b8\u30fbSME\u30fb\u30b8\u30e3\u30c3\u30b8\u306e\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u30fb\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e5\u30bd\u30fc\u30b9\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u30b5\u30fc\u30d5\u30a7\u30b9\u30fbAPI\u3092\u8868\u306b\u3057\u3001\u3059\u3079\u3066\u304c\u30c8\u30ec\u30fc\u30b9\u4e0a\u306e\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u3068\u3057\u30661\u3064\u306e\u30b9\u30bf\u30c3\u30af\u306b\u96c6\u7d04\u3055\u308c\u308b\u3053\u3068\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u540c\u3058eval\u3092\u958b\u767a\u30fbCI\/CD\u30fb\u672c\u756a\u3067<\/h3>\n\n\n\n<p>\u5ba3\u8a00\u7684\u306a\u4ed5\u69d8\u3092\u4f7f\u3046\u3068\u3001\u74b0\u5883\u3092\u307e\u305f\u3044\u3067eval\u3092\u96c6\u4e2d\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002\u958b\u767a\u3067\u30c6\u30b9\u30c8\u3092\u5b9a\u7fa9\u3057\u3001\u8ab0\u304b\u304cPR\u3092\u51fa\u3059\u305f\u3073\u306b\u540c\u3058\u30c6\u30b9\u30c8\u3092\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u3067\u5b9f\u884c\u3059\u308b\u3002CI\u306e\u30b2\u30fc\u30c8\u3067\u306f lint\u3001unit-tests\u3001bundle-validate\uff08dev\/staging\/prod\uff09\u3001\u305d\u3057\u3066 <strong>eval-gate<\/strong> \u304c\u8d70\u308a\u3001\u8a55\u4fa1\u30b9\u30a4\u30fc\u30c8\uff08\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u7cfb\u3001<code>governance_refund<\/code>\uff0f<code>governance_jira<\/code>\uff0f<code>governance_pii<\/code> \u306a\u3069\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u7cfb\u3001<code>kb_citation<\/code> \u306a\u3069\uff09\u3092 <strong>\u5b9f\u969b\u306eLLM\u30b8\u30e3\u30c3\u30b8\u3067<\/strong> \u901a\u3057\u307e\u3059\u3002\u30c7\u30e2\u3067\u306f <strong>\u5408\u683c\u7387 10\/10 = 100%\uff08\u3057\u304d\u3044\u502480%\uff09<\/strong> \u3067\u30b2\u30fc\u30c8\u3092\u901a\u904e\u3057\u3001\u30b5\u30de\u30ea\u30fc\u304c <code>eval_summary.md<\/code> \u306b\u66f8\u304d\u51fa\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"498\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-10.jpg\" alt=\"CI\/CD\u306eeval-gate\u306e\u30c7\u30e2\u3002GitHub Actions\u4e0a\u3067lint\u30fbunit-tests\u30fbbundle-validate\uff08dev\/staging\/prod\uff09\u306b\u7d9a\u304deval-gate\u304c\u8d70\u308a\u3001\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5404\u30b1\u30fc\u30b9\u3092\u5b9fLLM\u30b8\u30e3\u30c3\u30b8\u3067\u8a55\u4fa1\u3002\u5408\u683c\u738710\/10\uff08\u3057\u304d\u3044\u502480%\uff09\u3067PASS\u3057\u3066\u3044\u308b\" class=\"wp-image-8956\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-10.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-10-300x156.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-10-768x398.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">CI\/CD\u306eeval-gate\u306e\u30c7\u30e2\u3002GitHub Actions\u4e0a\u3067lint\u30fbunit-tests\u30fbbundle-validate\uff08dev\/staging\/prod\uff09\u306b\u7d9a\u304deval-gate\u304c\u8d70\u308a\u3001\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u5404\u30b1\u30fc\u30b9\u3092\u5b9fLLM\u30b8\u30e3\u30c3\u30b8\u3067\u8a55\u4fa1\u3002\u5408\u683c\u738710\/10\uff08\u3057\u304d\u3044\u502480%\uff09\u3067PASS\u3057\u3066\u3044\u308b<\/figcaption><\/figure>\n\n\n\n<p>\u30c1\u30a7\u30c3\u30af\u7d50\u679c\u306f MLflow \u306e Experiment \u306b\u4fdd\u5b58\u3055\u308c\u3001<code>brand_compliance<\/code> \u30b8\u30e3\u30c3\u30b8\u3001<code>data_privacy<\/code> \u30b8\u30e3\u30c3\u30b8\u3001<code>response_clarity<\/code> \u30b8\u30e3\u30c3\u30b8\u3068\u3044\u3063\u305f\u500b\u5225\u306e\u5224\u5b9a\u3092\u5f8c\u304b\u3089\u76e3\u67fb\u3067\u304d\u307e\u3059\u3002\u554f\u984c\u306a\u3051\u308c\u3070\u672c\u756a\u30c7\u30d7\u30ed\u30a4\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u672c\u756a\u904b\u7528\uff1a\u30aa\u30f3\u30e9\u30a4\u30f3\u76e3\u8996\u3068\u30aa\u30d5\u30e9\u30a4\u30f3\u306e\u30c8\u30ec\u30fc\u30b9\u5206\u6790<\/h3>\n\n\n\n<p>\u672c\u756a\u3067\u306f2\u3064\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u307e\u3059\u3002<strong>\u30aa\u30f3\u30e9\u30a4\u30f3<\/strong> \u306f\u3001\u4e8b\u524d\u306b\u7d44\u3093\u3060\u30c1\u30a7\u30c3\u30af\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u5b9f\u884c\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30b8\u30e7\u30d6\u3067\u78ba\u5b9f\u306b\u56de\u3059\u3082\u306e\u3002Databricks \u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u3001CI\/CD\u3068\u540c\u3058 <code>brand_compliance<\/code>\uff0f<code>data_privacy<\/code>\uff0f<code>response_clarity<\/code> \u30b8\u30e3\u30c3\u30b8\u3092\u3001\u672c\u756a\u30c8\u30ec\u30fc\u30b9\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u5b9a\u671f\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3046\u4e00\u65b9\u306e <strong>\u30aa\u30d5\u30e9\u30a4\u30f3<\/strong> \u306f\u3001\u3088\u308a\u6df1\u3044\u30c8\u30ec\u30fc\u30b9\u5206\u6790\u3067\u3059\u3002\u672c\u756a\u3067\u306f1\u65e5\u306b\u6570\u4e07\u4ef6\u306e\u30c8\u30ec\u30fc\u30b9\u304c\u51fa\u308b\u305f\u3081\u3001\u3059\u3079\u3066\u3092\u624b\u3067\u898b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u76ee\u8996\u3067\u300c\u30c7\u30fc\u30bf\u30ed\u30fc\u30df\u30f3\u30b0\u306e\u30a2\u30e9\u30fc\u30c8\u8a2d\u5b9a\u300d\u3068\u3044\u3046\u3001\u3053\u308c\u307e\u3067\u30c6\u30b9\u30c8\u3067\u60f3\u5b9a\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u5931\u6557\u306e\u5146\u5019\u3092\u898b\u3064\u3051\u305f\u3068\u3057\u3066\u3001<strong>\u305d\u308c\u3092\u3069\u3046\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u3066\u767a\u898b\u3059\u308b\u304b<\/strong> \u304c\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084PM\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u304c <strong>LLM\u306b\u3088\u308b\u5927\u898f\u6a21\u30c8\u30ec\u30fc\u30b9\u5206\u6790<\/strong> \u3092\u4f7f\u3044\u307e\u3059\u3002Omnigent Web UI \u4e0a\u3067 Claude Code\uff08\u3042\u308b\u3044\u306f Codex\u3001\u307e\u305f\u306f\u81ea\u5206\u306e <code>agent.yaml<\/code>\uff09\u306b MLflow \u306e\u30ab\u30b9\u30bf\u30e0\u30b9\u30ad\u30eb\u3092\u6301\u305f\u305b\u3001\u672c\u756a\u3068\u540c\u3058\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u30c8\u30ec\u30fc\u30b9\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u8a2d\u5b9a\u3059\u308b\u3002\u3042\u3068\u306f2\u3064\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6e08\u307f\u307e\u3059\u30021\u3064\u76ee\u306f\u300c\u3069\u3093\u306a\u30b9\u30ad\u30eb\u3092\u6301\u3063\u3066\u3044\u308b\uff1f\u300d\uff08\u30c8\u30ec\u30fc\u30b9\u306e\u5206\u6790\u30fb\u53d6\u5f97\u3001\u7279\u5b9a\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u8a08\u7b97\u306a\u3069\u304c\u8fd4\u308b\uff09\u30022\u3064\u76ee\u306f\u300cCI\/CD\u3084\u958b\u767a\u3067\u73fe\u5728\u30ab\u30d0\u30fc\u3055\u308c\u3066\u3044\u306a\u3044\u3001\u672c\u756a\u3067\u8d77\u304d\u3066\u3044\u308b\u5931\u6557\u306f\u4f55\u304b\uff1f\u300d\u3002\u30cf\u30fc\u30cd\u30b9\u306f dev\/staging\/prod \u3068\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u4e21\u65b9\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001CI\/CD\u30fb\u958b\u767a\u3067\u66f8\u304b\u308c\u305f\u30c6\u30b9\u30c8\u3068\u672c\u756a\u30c8\u30ec\u30fc\u30b9\u3092\u7a81\u304d\u5408\u308f\u305b\u3001<strong>\u672c\u756a\u3067\u30ab\u30d0\u30fc\u3067\u304d\u3066\u3044\u306a\u3044\u9818\u57df\u306e\u5185\u8a33<\/strong> \u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"498\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-11.jpg\" alt=\"\u30aa\u30d5\u30e9\u30a4\u30f3\u306e\u30c8\u30ec\u30fc\u30b9\u5206\u6790\u306e\u30c7\u30e2\u3002\u300c\u30c7\u30fc\u30bf\u30ed\u30fc\u30df\u30f3\u30b0\u306e\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u672c\u756a\u30c8\u30ec\u30fc\u30b9\u304c\u8868\u793a\u3055\u308c\u3001customer_lookup\u30fbnotification_settings\u30fbaccount_llm_response\u306e\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3068\u51fa\u529b\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3002CI\/CD\u3067\u672a\u30ab\u30d0\u30fc\u3060\u3063\u305f\u5931\u6557\u30e2\u30fc\u30c9\u3092LLM\u3067\u767a\u898b\u3059\u308b\u4f8b\" class=\"wp-image-8957\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-11.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-11-300x156.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-11-768x398.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u30aa\u30d5\u30e9\u30a4\u30f3\u306e\u30c8\u30ec\u30fc\u30b9\u5206\u6790\u306e\u30c7\u30e2\u3002\u300c\u30c7\u30fc\u30bf\u30ed\u30fc\u30df\u30f3\u30b0\u306e\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u672c\u756a\u30c8\u30ec\u30fc\u30b9\u304c\u8868\u793a\u3055\u308c\u3001customer_lookup\u30fbnotification_settings\u30fbaccount_llm_response\u306e\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3068\u51fa\u529b\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3002CI\/CD\u3067\u672a\u30ab\u30d0\u30fc\u3060\u3063\u305f\u5931\u6557\u30e2\u30fc\u30c9\u3092LLM\u3067\u767a\u898b\u3059\u308b\u4f8b<\/figcaption><\/figure>\n\n\n\n<p>\u3053\u3046\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c Omnigent Web UI \u3067\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30a2\u30d7\u30ea\u306e\u72b6\u6cc1\u3092\u898b\u3066\u6a5f\u80fd\u30ae\u30e3\u30c3\u30d7\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u3092\u72ec\u81ea\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u6e21\u3057\u3066\u57cb\u3081\u308b\u3001\u3068\u3044\u3046 <strong>\u72ec\u81ea\u306e\u30d5\u30e9\u30a4\u30db\u30a4\u30fc\u30eb<\/strong> \u304c\u56de\u308a\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Per Season\uff1a\u7d44\u7e54\u3067\u54c1\u8cea\u3092\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u308b<\/h2>\n\n\n\n<p>\u6280\u8853\u7684\u306a\u8ab2\u984c\u304c Omnigent \u3068 MLflow \u3067\u30ab\u30d0\u30fc\u3055\u308c\u305f\u3068\u3057\u3066\u3001\u6700\u5f8c\u306b\u6b8b\u308b\u306e\u304c\u4eba\u7684\u8ab2\u984c\u3067\u3059\u3002\u3042\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u6210\u529f\u3057\u3066\u3082\u3001\u305d\u306e\u5b66\u3073\u3092\u4ed6\u3078\u6301\u3061\u8d8a\u3055\u306a\u3051\u308c\u3070\u3001\u6bce\u56de\u30bc\u30ed\u304b\u3089\u3084\u308a\u76f4\u3057\u306b\u306a\u308a\u307e\u3059\u3002\u30b7\u30fc\u30ba\u30f3\u6bb5\u3067\u306f\u3001<strong>\u54c1\u8cea\u3092\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u6a2a\u65ad\u3067\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u308b\u7d44\u7e54\u306e\u30ec\u30a4\u30e4\u30fc<\/strong> \u3092\u6271\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u91cd\u8981\u306a\u306e\u306f2\u70b9\u30021\u3064\u306f <strong>\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306e\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8<\/strong>\u3002\u8ab0\u304c\u8ab0\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u512a\u5148\u4e8b\u9805\u306f\u4f55\u304b\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001\u5b9a\u671f\u7684\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u53d6\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4f55\u304c\u3067\u304d\u3066\u4f55\u304c\u3067\u304d\u306a\u3044\u304b\u3068\u3044\u3046\u671f\u5f85\u5024\u3092\u6559\u80b2\u3057\u3001\u5404\u4eba\u3068\u6210\u529f\u6307\u6a19\u3092\u5408\u610f\u3059\u308b\u3002\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u6700\u521d\u306e\u300c\u6559\u80b2\u300d\u30d5\u30a7\u30fc\u30ba\u304b\u3089\u3001\u3084\u304c\u3066\u6307\u6a19\u3092\u300c\u5831\u544a\u300d\u3059\u308b\u30d5\u30a7\u30fc\u30ba\u3078\u79fb\u308a\u3001\u5065\u5168\u306a\u7d44\u7e54\u7fd2\u6163\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u30461\u3064\u306f <strong>\u30c1\u30fc\u30e0\u306e\u5f79\u5272\u5206\u62c5<\/strong>\u3002<strong>RACI<\/strong>\uff08Responsible=\u5b9f\u884c\u3059\u308b\u4eba\uff0fAccountable=\u6700\u7d42\u6c7a\u5b9a\u306e\u8cac\u4efb\u8005\uff0fConsulted=\u76f8\u8ac7\u3055\u308c\u308b\u4eba\uff0fInformed=\u5831\u544a\u3092\u53d7\u3051\u308b\u4eba\uff09\u306e\u8efd\u91cf\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u304c\u63a8\u5968\u3055\u308c\u307e\u3057\u305f\u3002Exec sponsor\u30fbPM\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\/\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u30fbSME\u30fb\u6cd5\u52d9\/\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u3044\u3063\u305f\u5f79\u5272\u306b\u5bfe\u3057\u3001\u300c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u30b9\u30b3\u30fc\u30d7\u300d\u300c\u30c7\u30fc\u30bf\/PII\u306e\u53d6\u308a\u6271\u3044\u300d\u300c\u8a55\u4fa1\u3068\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u300d\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\/\u30c4\u30fc\u30eb\u306e\u5909\u66f4\u300d\u3068\u3044\u30464\u3064\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u3064\u3044\u3066\u3001R\/A\/C\uff08\u5b9f\u884c\u30fb\u6700\u7d42\u6c7a\u5b9a\u30fb\u76f8\u8ac7\uff09\u3092\u5272\u308a\u5f53\u3066\u307e\u3059\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9032\u884c\u306b\u5fdc\u3058\u3066\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\uff08\u63a8\u5968\u306f\u6708\u6b21\uff09\u3001\u3059\u3079\u3066\u3092\u6587\u66f8\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u4f1a\u8b70\u3067\u90fd\u5ea6\u306d\u3058\u8fbc\u3080\u306e\u3067\u306f\u306a\u304f <strong>\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u52d5\u7684\u306a\u4e00\u90e8<\/strong> \u306b\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-12.jpg\" alt=\"\u300cWho owns what\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Exec sponsor\/PM\/AI\u30a8\u30f3\u30b8\u30cb\u30a2\/\u30c7\u30fc\u30bf\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\/SME\/\u6cd5\u52d9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f79\u5272\u3068\u95a2\u5fc3\u4e8b\u3001\u304a\u3088\u3073\u4e3b\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u5bfe\u3059\u308bRACI\uff08R\/A\/C\uff09\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3002\u6708\u6b21\u3067\u898b\u76f4\u3059\u3068\u6ce8\u8a18\u3055\u308c\u3066\u3044\u308b\" class=\"wp-image-8958\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-12.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-12-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-12-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u300cWho owns what\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Exec sponsor\/PM\/AI\u30a8\u30f3\u30b8\u30cb\u30a2\/\u30c7\u30fc\u30bf\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\/SME\/\u6cd5\u52d9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f79\u5272\u3068\u95a2\u5fc3\u4e8b\u3001\u304a\u3088\u3073\u4e3b\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u5bfe\u3059\u308bRACI\uff08R\/A\/C\uff09\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3002\u6708\u6b21\u3067\u898b\u76f4\u3059\u3068\u6ce8\u8a18\u3055\u308c\u3066\u3044\u308b<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1aThe Three Ways \u2015 DevOps\u306e\u539f\u5247\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306b\u518d\u751f\u3059\u308b<\/h2>\n\n\n\n<p>\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u7de0\u3081\u304f\u304f\u308a\u306f\u3001Omnigent \u3068 MLflow \u304c\u5404\u8ab2\u984c\u306b\u3069\u3046\u7b54\u3048\u308b\u304b\u30921\u679a\u306b\u307e\u3068\u3081\u305f <strong>\u30b9\u30b3\u30a2\u30ab\u30fc\u30c9<\/strong> \u3067\u3057\u305f\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\/\u30ac\u30d0\u30ca\u30f3\u30b9\u306b\u306f\u300cagent.yaml \u306e\u30e9\u30f3\u30bf\u30a4\u30e0 ASK\/DENY\/ALLOW \u30dd\u30ea\u30b7\u30fc\uff08\u691c\u77e5\u3067\u306f\u306a\u304f\u4e88\u9632\uff09\u300d\u3068\u300c\u30dd\u30ea\u30b7\u30fc\u5224\u65ad\u3092\u30c8\u30ec\u30fc\u30b9\u306e\u30b9\u30d1\u30f3\u3068\u3057\u3066\u6b8b\u3059\u300d\u3001\u4fe1\u983c\u6027\/\u8a55\u4fa1\u30ae\u30e3\u30c3\u30d7\u306b\u306f\u300c\u5ba3\u8a00\u7684\u4ed5\u69d8\u2192\u30c6\u30b9\u30c8\u53ef\u80fd\u306a\u5358\u4f4d\uff0fCI\/CD\u306e eval \u30b2\u30fc\u30c8\u304c\u56de\u5e30\u3092\u30d6\u30ed\u30c3\u30af\u300d\u3068\u300c\u7d04100\u30c8\u30ec\u30fc\u30b9\u306e\u5931\u6557\u30bf\u30af\u30bd\u30ce\u30df\u30fc\uff0b\u6821\u6b63\u6e08\u307fLLM\u30b8\u30e3\u30c3\u30b8\uff0b\u30aa\u30d5\u30e9\u30a4\u30f3\/\u30aa\u30f3\u30e9\u30a4\u30f3\u300d\u3001\u53ef\u89b3\u6e2c\u6027\/\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u306f\u300c\u3059\u3079\u3066\u306e\u884c\u52d5\u3092\u30b9\u30d1\u30f3\u5316\uff0b\u30cf\u30fc\u30cd\u30b9\u6a2a\u65ad\u306e\u53ef\u642c\u306a\u8a08\u6e2c\u300d\u3068\u300c\u30c8\u30ec\u30fc\u30b9\uff0b5\u3064\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30bd\u30fc\u30b9\u30921\u30b9\u30bf\u30c3\u30af\u306b\u96c6\u7d04\u300d\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u306f\u300c\u4f5c\u308a\u4ed8\u3051\u306e\u8981\u7d20\uff0b1\u3064\u306eYAML\u3067\u4efb\u610f\u306e\u30b5\u30fc\u30d5\u30a7\u30b9\u3078\u300d\u3068\u300c\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u30b8\u30e3\u30c3\u30b8\u30fbeval\u30bb\u30c3\u30c8\u300d\u3001\u30d3\u30b8\u30cd\u30b9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\/\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u306b\u306f\u300cUC SQL\u95a2\u6570\uff0bGenie\uff0bKnowledge Assistant\uff0b\u30de\u30eb\u30c1\u30da\u30eb\u30bd\u30ca\u306e\u30b5\u30fc\u30d5\u30a7\u30b9\u300d\u3068\u300c1\u3064\u306e\u5171\u6709\u30c8\u30ec\u30fc\u30b9\u30b9\u30c8\u30a2\u4e0a\u306e\u30da\u30eb\u30bd\u30ca\u5225\u30d3\u30e5\u30fc\u300d\u304c\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-13.jpg\" alt=\"\u30b9\u30b3\u30a2\u30ab\u30fc\u30c9\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\/\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u4fe1\u983c\u6027\/\u8a55\u4fa1\u30ae\u30e3\u30c3\u30d7\u3001\u53ef\u89b3\u6e2c\u6027\/\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3001\u30d3\u30b8\u30cd\u30b9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\/\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u306e\u5404\u8ab2\u984c\u306b\u5bfe\u3057\u3001Omnigent\u5074\u3068MLflow\u5074\u304c\u3069\u3046\u7b54\u3048\u308b\u304b\u3092\u5bfe\u6bd4\u3057\u305f\u8868\" class=\"wp-image-8959\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-13.jpg 960w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-13-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-13-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u30b9\u30b3\u30a2\u30ab\u30fc\u30c9\u306e\u30b9\u30e9\u30a4\u30c9\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\/\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u4fe1\u983c\u6027\/\u8a55\u4fa1\u30ae\u30e3\u30c3\u30d7\u3001\u53ef\u89b3\u6e2c\u6027\/\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3001\u30d3\u30b8\u30cd\u30b9\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\/\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u306e\u5404\u8ab2\u984c\u306b\u5bfe\u3057\u3001Omnigent\u5074\u3068MLflow\u5074\u304c\u3069\u3046\u7b54\u3048\u308b\u304b\u3092\u5bfe\u6bd4\u3057\u305f\u8868<\/figcaption><\/figure>\n\n\n\n<p>\u305d\u3057\u3066\u5168\u4f53\u306f\u3001DevOps\u306e <strong>\u300c3\u3064\u306e\u9053\uff08The Three Ways\uff09\u300d<\/strong> \u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002<strong>Flow\uff08\u4fe1\u983c\u3092\u58ca\u3055\u305a\u7d20\u65e9\u304f\u51fa\u3059\uff1a\u30c6\u30b9\u30c8\u30fbeval\u30b2\u30fc\u30c8\u30fbCI\/CD\u30fb\u5b89\u5168\u306a\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\uff09= \u30e9\u30c3\u30d7\u6bb5<\/strong>\u3001<strong>Feedback\uff08\u3042\u3089\u3086\u308b\u5834\u6240\u304b\u3089\u30b7\u30b0\u30ca\u30eb\u3092\u6355\u6349\u3059\u308b\uff1a\u30c8\u30ec\u30fc\u30b9\u30fb\u30e6\u30fc\u30b6\u30fc\/SME\/\u30b8\u30e3\u30c3\u30b8\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff09= \u30ec\u30fc\u30b9\u6bb5<\/strong>\u3001<strong>Continuous Learning\uff08\u5b66\u3073\u3092\u8907\u5229\u3067\u7a4d\u3080\uff1a\u53c2\u7167\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fb\u30d0\u30f3\u30c9\u30eb\u30fb\u30b8\u30e3\u30c3\u30b8\u306e\u30a2\u30e9\u30a4\u30f3\u30e1\u30f3\u30c8\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\uff09= 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https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-14-300x169.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2026\/06\/agent-ops-on-databricks-omnigent-14-768x432.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\">\u300cThe Three Ways\u300d\u306e\u30b9\u30e9\u30a4\u30c9\u3002Flow\uff08\u7d20\u65e9\u304f\u51fa\u3059\uff09\u3001Feedback\uff08\u30b7\u30b0\u30ca\u30eb\u3092\u6355\u6349\uff09\u3001Continuous Learning\uff08\u5b66\u3073\u3092\u8907\u5229\u3067\u7a4d\u3080\uff09\u306e3\u672c\u67f1\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u5177\u4f53\u8981\u7d20\u3092\u793a\u3059<\/figcaption><\/figure>\n\n\n\n<p>\u767b\u58c7\u8005\u306f\u6700\u5f8c\u306b\u3001\u3053\u308c\u3089\u306e\u5185\u5bb9\u3092\u307e\u3068\u3081\u305f\u66f8\u7c4d <strong>\u300cThe Big Book of Agent Ops\u300d<\/strong> 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