{"id":24543,"date":"2026-06-30T09:33:54","date_gmt":"2026-06-30T09:33:54","guid":{"rendered":"https:\/\/www.booksofall.com\/ja\/the-ai-augmented-architect-modernizing-uml-for-agile-speed\/"},"modified":"2026-06-30T09:33:54","modified_gmt":"2026-06-30T09:33:54","slug":"the-ai-augmented-architect-modernizing-uml-for-agile-speed","status":"publish","type":"post","link":"https:\/\/www.booksofall.com\/ja\/the-ai-augmented-architect-modernizing-uml-for-agile-speed\/","title":{"rendered":"AI\u88dc\u5f37\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\uff1a\u30a2\u30b8\u30e3\u30a4\u30eb\u30b9\u30d4\u30fc\u30c9\u306b\u5408\u308f\u305b\u305fUML\u306e\u8fd1\u4ee3\u5316"},"content":{"rendered":"

\u9577\u5e74\u306b\u308f\u305f\u308a\u3001\u7d71\u5408\u30e2\u30c7\u30eb\u8a00\u8a9e\uff08UML\uff09\u306f\u8a55\u5224\u306e\u5371\u6a5f\u306b\u76f4\u9762\u3057\u3066\u3044\u305f\u3002\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u306e\u6025\u901f\u306a\u4e16\u754c\u306b\u304a\u3044\u3066\u3001\u91cd\u3044\u6587\u66f8\u5316\u306f\u3057\u3070\u3057\u3070\u5b98\u50da\u7684\u8ca0\u62c5\u3068\u898b\u306a\u3055\u308c\u3001\u300c\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u300d\u306e\u907a\u7269\u3067\u3042\u308a\u3001\u30ea\u30ea\u30fc\u30b9\u3092\u9045\u3089\u305b\u308b\u3082\u306e\u3068\u3055\u308c\u305f\u3002\u3057\u304b\u3057\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u5206\u6563\u30af\u30e9\u30a6\u30c9\u3092\u5099\u3048\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b7\u30b9\u30c6\u30e0\u304c\u307e\u3059\u307e\u3059\u8907\u96d1\u5316\u3059\u308b\u4e2d\u3067\u3001\u8996\u899a\u7684\u306a\u660e\u78ba\u3055\u306e\u5fc5\u8981\u6027\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u9ad8\u307e\u3063\u3066\u3044\u308b\u3002<\/p>\n

\u89e3\u6c7a\u7b56\u306f\u30e2\u30c7\u30eb\u5316\u3092\u653e\u68c4\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u3092\u8fd1\u4ee3\u5316\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u56f3\u793a\u3001\u5305\u62ec\u7684\u306a\u30e2\u30c7\u30eb\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001CI\/CD\u306e\u81ea\u52d5\u5316\u3001\u305d\u3057\u3066\u751f\u6210\u578bAI\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u56f3\u793a<\/strong>,\u00a0\u5305\u62ec\u7684\u306a\u30e2\u30c7\u30eb\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>,\u00a0CI\/CD\u306e\u81ea\u52d5\u5316<\/strong>\u3001\u305d\u3057\u3066\u751f\u6210\u578bAI<\/strong>\u30c1\u30fc\u30e0\u306fUML\u3092\u9759\u7684\u306a\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u304b\u3089\u3001\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u751f\u304d\u751f\u304d\u3068\u3057\u305f\u4e00\u90e8\u3078\u3068\u5909\u9769\u3067\u304d\u308b\u3002<\/p>\n

\u56f31\uff1aAI\u88dc\u5f37\u578bUML\u30ef\u30fc\u30af\u30d5\u30ed\u30fc \u2013 \u81ea\u7136\u8a00\u8a9e\u304b\u3089\u81ea\u52d5\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u901a\u3058\u305f\u52d5\u7684\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u306e\u5909\u63db<\/span><\/strong><\/p>\n

\"\"<\/p>\n

\u30db\u30ef\u30a4\u30c8\u30dc\u30fc\u30c9\u304b\u3089\u30b3\u30fc\u30c9\u3078\uff1aPlantUML\u9769\u547d<\/h2>\n

UML\u3092\u8fd1\u4ee3\u5316\u3059\u308b\u7b2c\u4e00\u6b69\u306f\u3001\u56f3\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u3067\u3042\u308b\u3002PlantUML<\/strong>\u306f\u958b\u767a\u8005\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u69cb\u6587\u3092\u4f7f\u3063\u3066\u56f3\u3092\u5b9a\u7fa9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002\u3053\u306e\u5909\u5316\u306f\u30a2\u30b8\u30e3\u30a4\u30eb\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u4e09\u3064\u306e\u91cd\u8981\u306a\u5229\u70b9\u3092\u3082\u305f\u3089\u3059\u3002<\/p>\n

    \n
  1. \n

    \u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\uff1a<\/strong>\u56f3\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3068\u5171\u306bGit\u306b\u4fdd\u5b58\u3055\u308c\u308b\u3002\u5909\u66f4\u306f\u8ffd\u8de1\u3055\u308c\u3001\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u901a\u3058\u3066\u30ec\u30d3\u30e5\u30fc\u3055\u308c\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b8\u30c3\u30af\u3068\u540c\u69d8\u306b\u30d6\u30e9\u30f3\u30c1\u5316\u3055\u308c\u308b\u3002<\/p>\n<\/li>\n

  2. \n

    \u4fdd\u5b88\u6027\uff1a<\/strong>\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3067\u30af\u30e9\u30b9\u540d\u3092\u66f4\u65b0\u3059\u308b\u306e\u306f\u3001GUI\u30c4\u30fc\u30eb\u3067\u30dc\u30c3\u30af\u30b9\u3092\u30c9\u30e9\u30c3\u30b0\u3059\u308b\u3088\u308a\u3082\u7121\u9650\u306b\u901f\u3044\u3002<\/p>\n<\/li>\n

  3. \n

    AI\u4e92\u63db\u6027\uff1a<\/strong>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306f\u69cb\u9020\u5316\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\u3068\u89e3\u91c8\u306b\u9577\u3051\u3066\u3044\u308b\u3002AI\u306b\u300c\u30e6\u30fc\u30b6\u30fc\u306e\u30ed\u30b0\u30a4\u30f3\u30d5\u30ed\u30fc\u7528\u306ePlantUML\u30b7\u30fc\u30b1\u30f3\u30b9\u56f3\u3092\u751f\u6210\u3057\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u3001\u5373\u5ea7\u306b\u7de8\u96c6\u53ef\u80fd\u306a\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3002<\/p>\n<\/li>\n<\/ol>\n

    \u4e8b\u4f8b\u7814\u7a76\uff1a\u300c\u6ce8\u6587\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u300d\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316<\/h2>\n

    \u3053\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u3001\u65b0\u3057\u3044\u300c\u30a8\u30af\u30b9\u30d7\u30ec\u30b9\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u300d<\/strong>\u6a5f\u80fd\u3092\u5c0e\u5165\u3059\u308b\u4e2d\u898f\u6a21\u306eEC\u30c1\u30fc\u30e0\u3092\u60f3\u5b9a\u3057\u3088\u3046\u3002\u8981\u4ef6\u306f\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3001API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3001\u6c7a\u6e08\u30b5\u30fc\u30d3\u30b9\u3001\u5728\u5eab\u30b5\u30fc\u30d3\u30b9\u306e\u9593\u3067\u8abf\u6574\u3092\u884c\u3046\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n

    \u30b9\u30c6\u30c3\u30d71\uff1aAI\u652f\u63f4\u306b\u3088\u308b\u30c9\u30e9\u30d5\u30c8\u4f5c\u6210<\/h3>\n

    \u30db\u30ef\u30a4\u30c8\u30dc\u30fc\u30c9\u4f1a\u8b70\u3067\u6570\u6642\u9593\u8cbb\u3084\u3059\u4ee3\u308f\u308a\u306b\u3001\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7528\u3044\u3066AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\uff1a<\/p>\n

    \n

    \u300c\u30a8\u30af\u30b9\u30d7\u30ec\u30b9\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u30d7\u30ed\u30bb\u30b9\u7528\u306ePlantUML\u30b7\u30fc\u30b1\u30f3\u30b9\u56f3\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30a2\u30af\u30bf\u30fc\uff1a\u30e6\u30fc\u30b6\u30fc\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3001API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3001\u6c7a\u6e08\u30b5\u30fc\u30d3\u30b9\u3001\u5728\u5eab\u30b5\u30fc\u30d3\u30b9\u3002\u624b\u9806\uff1a\u30e6\u30fc\u30b6\u30fc\u304c\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u3092\u30af\u30ea\u30c3\u30af\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u304c\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u306b\u9001\u4fe1\u3001\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u304c\u30c8\u30fc\u30af\u30f3\u3092\u691c\u8a3c\u3057\u3001\u5728\u5eab\u3092\u78ba\u8a8d\u3057\u3001\u6c7a\u6e08\u3092\u51e6\u7406\u3057\u3001\u78ba\u8a8d\u3092\u8fd4\u4fe1\u3059\u308b\u3002\u300e\u5728\u5eab\u4e0d\u8db3\u300f\u304a\u3088\u3073\u300e\u6c7a\u6e08\u62d2\u5426\u300f\u306e\u30a8\u30e9\u30fc\u30d1\u30b9\u3092\u542b\u3081\u308b\u3002\u300d<\/em><\/p>\n<\/blockquote>\n

    AI\u306f\u4ee5\u4e0b\u306ePlantUML\u30b3\u30fc\u30c9\u3092\u8fd4\u3059\uff1a<\/p>\n

    \"\"<\/p>\n

    \n
    \nPlantUML<\/span>
    \n
    \n<\/path><\/path><\/svg>
    \nVPasCode\u3067PlantUML\u3092\u7de8\u96c6<\/span>
    \n<\/a>\n<\/div>\n
    \n
    \r\n
    \r\n Plantuml<\/span>\r\n \r\n <\/path><\/path><\/svg>\r\n Edit Plantuml in VPasCode<\/span>\r\n <\/a>\r\n <\/div>\r\n
    \r\n 
    @startuml\r\ntitle \u304a\u652f\u6255\u3044\u306e\u8fc5\u901f\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u30b7\u30fc\u30b1\u30f3\u30b9\r\nactor \u30e6\u30fc\u30b6\u30fc\r\nparticipant \"\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\" as FE\r\nparticipant \"API\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\" as GW\r\nparticipant \"\u5728\u5eab\u30b5\u30fc\u30d3\u30b9\" as Inv\r\nparticipant \"\u652f\u6255\u3044\u30b5\u30fc\u30d3\u30b9\" as Pay\r\n\r\n\u30e6\u30fc\u30b6\u30fc -> FE : \u8fc5\u901f\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u3092\u30af\u30ea\u30c3\u30af\r\nFE -> GW : POST \/checkout\r\nGW -> GW : JWT\u30c8\u30fc\u30af\u30f3\u306e\u691c\u8a3c\r\n\r\nalt \u30c8\u30fc\u30af\u30f3\u304c\u7121\u52b9\r\n    GW --> FE : 401 \u8a8d\u8a3c\u30a8\u30e9\u30fc\r\nelse \u30c8\u30fc\u30af\u30f3\u304c\u6709\u52b9\r\n    GW -> Inv : \u5728\u5eab\u78ba\u8a8d(ItemID)\r\n    \r\n    alt \u5728\u5eab\u4e0d\u8db3\r\n        Inv --> GW : 409 \u30b3\u30f3\u30d5\u30ea\u30af\u30c8\r\n        GW --> FE : \u30a8\u30e9\u30fc\uff1a\u5728\u5eab\u5207\u308c\r\n    else \u5728\u5eab\u3042\u308a\r\n        Inv --> GW : 200 OK\r\n        GW -> Pay : \u652f\u6255\u3044\u51e6\u7406(\u91d1\u984d)\r\n        \r\n        alt \u652f\u6255\u3044\u62d2\u5426\r\n            Pay --> GW : 402 \u652f\u6255\u3044\u304c\u5fc5\u8981\r\n            GW --> FE : \u30a8\u30e9\u30fc\uff1a\u652f\u6255\u3044\u5931\u6557\r\n        else \u652f\u6255\u3044\u6210\u529f\r\n            Pay --> GW : 200 OK\r\n            GW --> FE : 200 \u6ce8\u6587\u78ba\u8a8d\u6e08\u307f\r\n            FE --> \u30e6\u30fc\u30b6\u30fc : \u6210\u529f\u753b\u9762\u3092\u8868\u793a\r\n        end\r\n    end\r\nend\r\n@enduml\r\n<\/code><\/pre>                <\/div>\r\n                
    \r\n                    \r\n                        <\/path><\/path><\/svg>\r\n                        Edit Plantuml in VPasCode<\/span>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n            \n<\/p><\/div>\n
    \n
    \n<\/path><\/path><\/svg>
    \nVPasCode\u3067PlantUML\u3092\u7de8\u96c6<\/span>
    \n<\/a>\n<\/div>\n<\/div>\n
    \u30b9\u30c6\u30c3\u30d72\uff1a\u4eba\u9593\u306b\u3088\u308b\u7cbe\u67fb\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406<\/h3>\n
    \u958b\u767a\u8005\u306fAI\u751f\u6210\u30b3\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u3001\u7279\u5b9a\u306e\u30b5\u30fc\u30d3\u30b9ID\u3092\u8ffd\u52a0\u3057\u3066\u3001.puml<\/code>\u30d5\u30a1\u30a4\u30eb\u3092\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u30b3\u30df\u30c3\u30c8\u3059\u308b\u3002\u30c6\u30ad\u30b9\u30c8\u3067\u3042\u308b\u305f\u3081\u3001\u30c1\u30fc\u30e0\u306fGit diff\u3067\u6b63\u78ba\u306b\u4f55\u304c\u5909\u66f4\u3055\u308c\u305f\u304b\u3092\u78ba\u8a8d\u3067\u304d\u308b\uff1a<\/p>\n
    + participant \"\u4e0d\u6b63\u691c\u51fa\u30b5\u30fc\u30d3\u30b9\" as Fraud\r\n+ GW -> Fraud : \u53d6\u5f15\u3092\u30b9\u30ad\u30e3\u30f3\r\n<\/code><\/pre>\n
    \u30b9\u30c6\u30c3\u30d73\uff1a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u7d71\u5408<\/h3>\n
    \u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u30de\u30fc\u30b8\u3055\u308c\u308b\u3068\u3001CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u81ea\u52d5\u7684\u306b\uff1a<\/p>\n
      \n
    1. \n
      PlantUML\u30b3\u30fc\u30c9\u3092SVG\u753b\u50cf\u306b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3059\u308b\u3002<\/p>\n<\/li>\n
    2. \n
      \u753b\u50cf\u3092\u30c1\u30fc\u30e0\u306e\u5185\u90e8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b5\u30a4\u30c8\uff08\u4f8b\uff1aMkDocs\uff09\u306b\u57cb\u3081\u8fbc\u3080\u3002<\/p>\n<\/li>\n
    3. \n
      \u300c\u30e9\u30a4\u30d6\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300d\u30dd\u30fc\u30bf\u30eb\u3092\u66f4\u65b0\u3057\u3001QA\u30c1\u30fc\u30e0\u304c\u6a5f\u80fd\u3092\u30c6\u30b9\u30c8\u3059\u308b\u969b\u3001\u6700\u65b0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30d5\u30ed\u30fc\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3002<\/p>\n<\/li>\n<\/ol>\n
      \u3053\u306e\u4e8b\u4f8b\u306f\u3001AI\u304c\u521d\u671f\u8a2d\u8a08\u306e\u6642\u9593\u3092\u6570\u6642\u9593\u304b\u3089\u6570\u79d2\u306b\u77ed\u7e2e\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u304a\u308a\u3001PlantUML\u3068CI\/CD\u304c\u56f3\u306e\u6b63\u78ba\u6027\u3068\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3092\u4fdd\u8a3c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/p>\n
      Visual Paradigm\uff1a\u30c6\u30ad\u30b9\u30c8\u3068\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u306e\u9593\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b<\/h2>\n
      PlantUML\u306f\u7d20\u65e9\u3044\u30a2\u30b8\u30e3\u30a4\u30eb\u306a\u30b9\u30b1\u30c3\u30c1\u3092\u6271\u3046\u4e00\u65b9\u3067\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b0\u30ec\u30fc\u30c9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u306f\u3088\u308a\u6df1\u3044\u53b3\u5bc6\u3055\u304c\u6c42\u3081\u3089\u308c\u308b\u3002\u305f\u3068\u3048\u3070Visual Paradigm (VP)<\/strong>\u306f\u3001\u8907\u96d1\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30ea\u30d0\u30fc\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30b3\u30fc\u30c9\u751f\u6210\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n
      \u73fe\u4ee3\u306eVP\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u300cVP as Code\u300d\u3092\u7d71\u5408\u3057\u3066\u304a\u308a\u3001\u30e2\u30c7\u30eb\u3092JSON\u307e\u305f\u306fYAML\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30cf\u30a4\u30ec\u30d9\u30eb\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u305f\u3081\u306bVP\u3067\u7dad\u6301\u3055\u308c\u3001\u8a73\u7d30\u306a\u5b9f\u88c5\u56f3\u306f\u30b9\u30d4\u30fc\u30c9\u306e\u305f\u3081\u306bPlantUML\u3067\u7ba1\u7406\u3055\u308c\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u304a\u3051\u308bAI\u306e\u5f37\u5316\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u81ea\u7136\u8a00\u8a9e\u306e\u8a18\u8ff0\u304b\u3089\u521d\u671f\u30e2\u30c7\u30eb\u69cb\u9020\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u300e\u767d\u7d19\u306e\u72b6\u614b\u300f\u306e\u62b5\u6297\u611f\u304c\u5927\u5e45\u306b\u8efd\u6e1b\u3055\u308c\u305f\u3002<\/p>\n
      \u30e9\u30a4\u30d6\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/h2>\n
      \u5f93\u6765\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u66f8\u304b\u308c\u305f\u77ac\u9593\u304b\u3089\u52a3\u5316\u3057\u59cb\u3081\u308b\u3002AI\u3092\u5f37\u5316\u3057\u305f\u30a2\u30b8\u30e3\u30a4\u30eb\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u751f\u304d\u3066\u3044\u308b<\/strong>.<\/p>\n
      PlantUML\u3068VP\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30c1\u30fc\u30e0\u306fHTML\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b5\u30a4\u30c8\uff08MkDocs\u3084Docusaurus\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\uff09\u306e\u751f\u6210\u3092\u81ea\u52d5\u5316\u3067\u304d\u308b\u3002\u30b3\u30fc\u30c9\u304c\u30de\u30fc\u30b8\u3055\u308c\u308b\u305f\u3073\u306b\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\uff1a<\/p>\n
        \n
      1. \n
        \u6700\u65b0\u306ePlantUML\u56f3\u3092\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3059\u308b\u3002<\/p>\n<\/li>\n
      2. \n
        API\u4ed5\u69d8\uff08OpenAPI\/Swagger\uff09\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u30e2\u30c7\u30eb\u306e\u6574\u5408\u6027\u3092\u691c\u8a3c\u3059\u308b\u3002<\/p>\n<\/li>\n
      3. \n
        \u66f4\u65b0\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u793e\u5185\u30dd\u30fc\u30bf\u30eb\u306b\u516c\u958b\u3059\u308b\u3002<\/p>\n<\/li>\n<\/ol>\n
        \u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u304c\u4eca\u65e5\u78ba\u8a8d\u3057\u3066\u3044\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u56f3\u304c\u3001\u672c\u756a\u74b0\u5883\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u6b63\u78ba\u306a\u53cd\u6620\u3067\u3042\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n
        AI\u30b3\u30fb\u30d1\u30a4\u30ed\u30c3\u30c8\uff1a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u652f\u63f4<\/h2>\n
        \u3053\u306e\u65b0\u3057\u3044\u30b9\u30bf\u30c3\u30af\u3067\u6700\u3082\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u8981\u7d20\u306f\u3001AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong>IDE\u3084Slack\u306a\u3069\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306b\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306e\u30dc\u30c3\u30c8\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n
          \n
        • \n
          \u30b9\u30d7\u30ea\u30f3\u30c8\u8a08\u753b\u4e2d\uff1a<\/strong>\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30fb\u30b9\u30c8\u30fc\u30ea\u30fc\u3092\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u8cbc\u308a\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30c1\u30fc\u30e0\u306e\u30ec\u30d3\u30e5\u30fc\u7528\u306b\u4f7f\u7528\u30b1\u30fc\u30b9\u56f3\u307e\u305f\u306f\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u56f3\u306e\u30c9\u30e9\u30d5\u30c8\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n
        • \n
          \u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc\u4e2d\uff1a<\/strong>AI\u30dc\u30c3\u30c8\u306f\u30d7\u30eb\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u5206\u6790\u3057\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u56f3\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u3067\u3001\u30ec\u30d3\u30e5\u30a2\u30fc\u304c\u30b3\u30fc\u30c9\u306e\u3059\u3079\u3066\u306e\u884c\u3092\u8aad\u307e\u306a\u304f\u3066\u3082\u6587\u8108\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n
        • \n
          \u30d7\u30ed\u30f3\u30d7\u30c8\u5de5\u5b66\uff1a<\/strong>\u52b9\u679c\u7684\u306a\u4f7f\u7528\u306b\u306f\u7279\u5b9a\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002\u300c\u56f3\u3092\u63cf\u3044\u3066\u300d\u3068\u3044\u3046\u4ee3\u308f\u308a\u306b\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u6b21\u306e\u3088\u3046\u306a\u69cb\u9020\u5316\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u307e\u3059\uff1a\u300c\u652f\u6255\u3044\u30b5\u30fc\u30d3\u30b9\u7528\u306ePlantUML\u30af\u30e9\u30b9\u56f3\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300ePaymentProcessor\u300f\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3001\u300eStripeAdapter\u300f\u304a\u3088\u3073\u300ePayPalAdapter\u300f\u306e\u5177\u4f53\u7684\u306a\u30af\u30e9\u30b9\u3092\u542b\u3081\u3066\u304f\u3060\u3055\u3044\u3002\u7d44\u6210\u95a2\u4fc2\u3092\u8868\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/em><\/p>\n<\/li>\n<\/ul>\n
          AI\u3092\u6d3b\u7528\u3057\u305f\u30c1\u30fc\u30e0\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n
          \u6210\u529f\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c1\u30fc\u30e0\u306f\u4e00\u822c\u7684\u306a\u843d\u3068\u3057\u7a74\u3092\u907f\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n
            \n
          • \n
            \u904e\u5270\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u907f\u3051\u308b\uff1a<\/strong>\u8907\u96d1\u307e\u305f\u306f\u66d6\u6627\u306a\u90e8\u5206\u3060\u3051\u3092\u30e2\u30c7\u30ea\u30f3\u30b0\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b7\u30f3\u30d7\u30eb\u306aCRUD\u64cd\u4f5c\u306f\u307b\u3068\u3093\u3069\u56f3\u304c\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n
          • \n
            AI\u306e\u51fa\u529b\u3092\u691c\u8a3c\u3059\u308b\uff1a<\/strong>LLM\u306f\u69cb\u6587\u3084\u8ad6\u7406\u30d5\u30ed\u30fc\u3092\u8aa4\u3063\u3066\u751f\u6210\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5e38\u306bAI\u304c\u751f\u6210\u3057\u305f\u56f3\u306f\u3001\u4eba\u9593\u306b\u3088\u308b\u691c\u8a3c\u3092\u5fc5\u8981\u3068\u3059\u308b\u521d\u7a3f\u3068\u3057\u3066\u6271\u3046\u3079\u304d\u3067\u3059\u3002<\/p>\n<\/li>\n
          • \n
            \u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\uff1a<\/strong>\u30d1\u30d6\u30ea\u30c3\u30af\u306aAI\u30e2\u30c7\u30eb\u306b\u72ec\u81ea\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u9001\u4fe1\u3059\u308b\u969b\u306f\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fdd\u8a3c\u304c\u3042\u308b\u4f01\u696d\u5411\u3051\u306eAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<\/li>\n<\/ul>\n
            \u7d50\u8ad6<\/h2>\n
            UML\u306f\u6b7b\u3093\u3067\u3044\u306a\u3044\u3002\u9032\u5316\u3057\u3066\u3044\u308b\u3060\u3051\u3060\u3002PlantUML\u306b\u3088\u308b\u67d4\u8edf\u6027\u3001Visual Paradigm\u306b\u3088\u308b\u6df1\u3055\u3001CI\/CD\u306b\u3088\u308b\u81ea\u52d5\u5316\u3001AI\u306b\u3088\u308b\u52a0\u901f\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u4ee3\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c1\u30fc\u30e0\u306f\u30a2\u30b8\u30e3\u30a4\u30eb\u30b9\u30d4\u30fc\u30c9\u3067\u304b\u3064\u3066\u4e0d\u53ef\u80fd\u3060\u3063\u305f\u30ec\u30d9\u30eb\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u660e\u78ba\u3055\u3092\u9054\u6210\u3067\u304d\u308b\u3002\u305d\u306e\u7d50\u679c\u306f\u3001\u5358\u306b\u826f\u3044\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u306a\u304f\u3001\u5171\u6709\u3055\u308c\u305f\u7406\u89e3\u3068\u7d99\u7d9a\u7684\u306a\u8996\u899a\u7684\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u3001\u3088\u308a\u826f\u3044\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u306a\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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