{"id":182845,"date":"2023-04-09T23:39:14","date_gmt":"2023-04-10T06:39:14","guid":{"rendered":"https:\/\/www.paloaltonetworks.com\/blog\/?p=182845"},"modified":"2023-04-10T17:53:55","modified_gmt":"2023-04-11T00:53:55","slug":"cloud-native-security-survey-report","status":"publish","type":"post","link":"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/2023\/04\/cloud-native-security-survey-report\/?lang=ja","title":{"rendered":"\u300e2023\u5e74\u7248\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u52e2\u30ec\u30dd\u30fc\u30c8\u300f\u3067\u5b66\u3076\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u50be\u5411\u3068\u5bfe\u7b56"},"content":{"rendered":"

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      \n
    1. DevOps\u30d7\u30ed\u30bb\u30b9\u306e\u975e\u52b9\u7387\u3055\u304c\u8981\u56e0\u3067\u7d44\u7e54\u304c\u901f\u5ea6\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76ee\u6a19\u3092\u9054\u6210\u30fb\u7dad\u6301\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3044\u306a\u3044\u304b?<\/li>\n
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      <\/a>\u30af\u30e9\u30a6\u30c9\u79fb\u884c\u306e\u6700\u5927\u306e\u969c\u58c1\u306f?<\/h2>\n

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      <\/a>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u3078\u306e\u5f71\u97ff<\/h3>\n

      \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30d7\u30ed\u30a4\u983b\u5ea6\u304c\u4e0a\u304c\u308c\u3070\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u306f\u96e3\u3057\u3044\u72b6\u6cc1\u306b\u7f6e\u304b\u308c\u307e\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c1\u30fc\u30e0\u3078\u306e\u5bfe\u5fdc\u306f\u7d9a\u3051\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u30af\u30e9\u30a6\u30c9\u30b9\u30bf\u30c3\u30af\u306e\u8907\u6570\u30ec\u30a4\u30e4\u30fc\u306b\u307e\u305f\u304c\u3063\u3066\u8907\u96d1\u5316\u3059\u308b\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306e\u4fdd\u8b77\u306b\u3082\u52d9\u3081\u306d\u3070\u306a\u3089\u306a\u3044\u3002\u3057\u304b\u3082\u4fdd\u8b77\u5bfe\u8c61\u306f\u30a4\u30f3\u30d5\u30e9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001VM\u3001\u30b3\u30f3\u30c6\u30ca\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u95a2\u6570\u3001\u30c7\u30fc\u30bf\u3001API\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30b3\u30fc\u30c9\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u306a\u3069\u81a8\u5927\u3067\u3059\u3002\u3053\u308c\u3067\u306f\u6700\u9069\u5316\u3055\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3082\u306a\u3051\u308c\u3070\u3084\u3063\u3066\u3044\u304f\u306e\u304c\u5927\u5909\u3067\u3057\u3087\u3046\u3002<\/p>\n

      \u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/a>\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u9032\u5316\u306b\u3042\u308f\u305b\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3078\u306e\u30b9\u30d4\u30fc\u30c9\u5bfe\u5fdc\u3068\u30ea\u30b9\u30af\u7de9\u548c\u7b56\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u5c0e\u5165\u3092\u540c\u6642\u306b\u8feb\u3089\u308c\u307e\u3059\u3002\u3068\u3053\u308d\u304cDevOps\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u304d\u3061\u3093\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u306a\u3044\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3001\u958b\u767a\u8005\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u306b\u6700\u9069\u306a\u30c4\u30fc\u30eb\u304c\u4e0e\u3048\u3089\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3082\u591a\u3005\u3042\u308a\u307e\u3059\u3002<\/p>\n

      \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u306e\u7d4c\u9a13\u3059\u308b\u6f5c\u5728\u7684\u30b9\u30c8\u30ec\u30b9\u30ec\u30d9\u30eb\u3092\u3088\u308a\u5177\u4f53\u7684\u306b\u8aac\u660e\u3059\u308b\u3068\u3001\u79c1\u305f\u3061\u306e\u8abf\u67fb\u3067\u306f72\uff05\u306e\u7d44\u7e54\u304c\u300c\u30af\u30e9\u30a6\u30c9\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u696d\u52d9\u306e\u96e2\u8077\u7387\u306f\u901a\u5e38\u306e\u96e2\u8077\u7387\u3088\u308a\u3082\u9ad8\u3044\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

      <\/a>\u5305\u62ec\u7684\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u304a\u3051\u308b\u8ab2\u984c<\/h2>\n

      \u300c\u5305\u62ec\u7684\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5b9f\u73fe\u3092\u59a8\u3052\u3066\u3044\u308b\u6700\u5927\u306e\u969c\u5bb3\u306f\u4f55\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3066\u8abf\u67fb\u56de\u7b54\u8005\u304c\u6319\u3052\u305f\u8ab2\u984c\u306e\u4e0a\u4f4d5\u3064\u3092\u898b\u308b\u3068\u3001\u554f\u984c\u3084\u305d\u306e\u5bfe\u8c61\u9818\u57df\u304c\u660e\u78ba\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n

      \"\u5305\u62ec\u7684\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7ba1\u7406\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u7d44\u307f\u8fbc\u307f\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u53ef\u8996\u6027\u306e\u6b20\u5982\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u6700\u9069\u306a\u30c4\u30fc\u30eb\u306e\u7279\u5b9a\u3002<\/span><\/div><\/a>
      \u56f33. \u5305\u62ec\u7684\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5b9f\u73fe\u3092\u963b\u3080\u8ab2\u984c\u30c8\u30c3\u30d75<\/figcaption><\/figure>\n

      <\/a>\u7b2c1\u4f4d\/\u7b2c2\u4f4d: \u300c\u30c1\u30fc\u30e0\u306e\u58c1\u300d\u3084\u300c\u958b\u767a\u30b5\u30a4\u30af\u30eb\u306e\u58c1\u300d\u3092\u8d8a\u3048\u3066\u5305\u62ec\u7684\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u7ba1\u7406\u3059\u308b\u306e\u304c\u96e3\u3057\u3044<\/h3>\n

      \u3044\u307e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u306e\u82e6\u5883\u3092\u8003\u3048\u308c\u3070\u3001\u300c\u30c1\u30fc\u30e0\u306e\u58c1\u3092\u8d8a\u3048\u305f\u5305\u62ec\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7ba1\u7406\u300d\u3068\u300c\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u58c1\u3092\u8d8a\u3048\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u7d44\u307f\u8fbc\u307f\u300d\u304c\u8ab2\u984c\u306e\u4e0a\u4f4d\u306b\u3042\u304c\u3063\u305f\u3053\u3068\u306f\u9a5a\u304f\u306b\u306f\u3042\u305f\u3089\u306a\u3044\u3067\u3057\u3087\u3046\u3002\u3069\u3061\u3089\u306e\u8ab2\u984c\u3082\u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u300c\u58c1\u3092\u8d8a\u3048\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u958b\u767a\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089\u7d44\u307f\u8fbc\u3080\u300c\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8\u300d\u3092\u5b9f\u73fe\u3059\u3079\u304d\u6642\u671f\u306b\u6765\u3066\u3044\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n

      \u305f\u3060\u3057\u305d\u308c\u306b\u306f\u9069\u5207\u306a\u30c4\u30fc\u30eb\u304c\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9 \u30b5\u30a4\u30af\u30eb\u304c\u77ed\u7e2e\u5316\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30ec\u30d3\u30e5\u30fc\u306e\u6642\u9593\u3092\u307b\u3068\u3093\u3069\u3068\u308c\u305a\u3001\u56de\u907f\u3067\u304d\u305f\u306f\u305a\u306e\u30ea\u30b9\u30af\u3092\u7d44\u7e54\u304c\u8ca0\u308f\u306d\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u7d44\u7e54\u3082\u982d\u3067\u306f\u300c\u958b\u767a\u306b\u5165\u308b\u524d\u306e\u3044\u3061\u3070\u3093\u4e0a\u6d41\u306e\u3068\u3053\u308d\u3067\u30c1\u30fc\u30e0\u9593\u306e\u58c1\u3092\u8d8a\u3048\u305f\u8abf\u6574\u3092\u884c\u3063\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306b\u95a2\u308f\u308b\u5168\u54e1\u304c\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u308b\u3088\u3046\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u88fd\u54c1\u3092\u7528\u610f\u3059\u308c\u3070\u8106\u5f31\u6027\u306f\u9632\u3052\u308b\u300d\u3068\u3044\u3046\u3053\u3068\u306f\u7406\u89e3\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u306a\u304c\u3089DevOps\u3078\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7d71\u5408\u306e\u524d\u306b\u306f\u307e\u3060\u307e\u3060\u4f01\u696d\u6587\u5316\u306e\u5909\u9769\u3068\u3044\u3046\u9ad8\u3044\u58c1\u304c\u305d\u3073\u3048\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n

      <\/a>\u7b2c3\u4f4d: \u5168\u54e1\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u306e\u304c\u96e3\u3057\u3044<\/h3>\n

      \u4eca\u56de\u3001\u8abf\u67fb\u56de\u7b54\u8005\u306e78\uff05\u304c\u300c\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30dd\u30ea\u30b7\u30fc\u3084\u624b\u9806\u306e\u7b56\u5b9a\u30fb\u5b9f\u88c5\u306e\u8cac\u4efb\u306f\u500b\u3005\u306e\u30c1\u30fc\u30e0\u304c\u8ca0\u3063\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u516c\u6b63\u3092\u671f\u3059\u305f\u3081\u306b\u4ed8\u3051\u52a0\u3048\u308b\u306a\u3089\u3001\u56de\u7b54\u8005\u306e81\uff05\u306f\u3001\u300c\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u5168\u4f53\u306b\u307e\u305f\u304c\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u63d0\u4f9b\u3059\u308b\u8cac\u4efb\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

      \u3068\u3053\u308d\u304c\u3001\u7d44\u7e54\u304c\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30dd\u30ea\u30b7\u30fc\u306e\u8cac\u4efb\u3092\u5404\u30c1\u30fc\u30e0\u306b\u5206\u6563\u3055\u305b\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001\u56de\u7b54\u8005\u306e47%\u306f\u300c\u5927\u534a\u306e\u30b9\u30bf\u30c3\u30d5\u306f\u81ea\u8eab\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u8cac\u4efb\u3092\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

      \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u306e\u7fd2\u5f97\u306b\u304b\u304b\u308b\u5b66\u7fd2\u8ca0\u8377\u306f\u304b\u306a\u308a\u624b\u5f37\u3044\u554f\u984c\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306f\u3001\u4fdd\u8b77\u3059\u3079\u304d\u30af\u30e9\u30a6\u30c9\u8cc7\u7523\u306e\u6fc0\u5897\u3092\u751f\u307f\u51fa\u3057\u307e\u3057\u305f\u3002\u3053\u3046\u3057\u305f\u4fdd\u8b77\u306e\u5bfe\u8c61\u3068\u306a\u308b\u30af\u30e9\u30a6\u30c9\u8cc7\u7523\u306b\u306f\u3001\u30b3\u30fc\u30c9\u306e\u307b\u304b\u306b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3084\u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u30c7\u30fc\u30bf\u3001\u3055\u307e\u3056\u307e\u306a\u500b\u5225\u306e\u5b9f\u884c\u74b0\u5883\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u74b0\u5883\u3054\u3068\u306b\u3079\u3064\u306e\u30dd\u30a4\u30f3\u30c8 \u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u5206\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001\u5168\u30b9\u30bf\u30c3\u30d5\u306b\u305d\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u3059\u3079\u3066\u4f7f\u3044\u3053\u306a\u3057\u3066\u3082\u3089\u3046\u306e\u306f\u306a\u304b\u306a\u304b\u304d\u3073\u3057\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n

      <\/a>\u7b2c4\u4f4d: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8106\u5f31\u6027\u306e\u53ef\u8996\u5316\u304c\u96e3\u3057\u3044<\/h3>\n

      \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u304c\u591a\u3059\u304e\u308b\u3068\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3082\u305d\u308c\u3060\u3051\u8907\u96d1\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u30c4\u30fc\u30eb\u306e\u591a\u3055\u306f\u3001\u7d50\u679c\u3068\u3057\u3066\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u306b\u8cc7\u3059\u308b\u3068\u306f\u3044\u3048\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u73fe\u306b\u300176\uff05\u306e\u7d44\u7e54\u304c\u300c\u4f7f\u3063\u3066\u3044\u308b\u30dd\u30a4\u30f3\u30c8 \u30c4\u30fc\u30eb\u304c\u591a\u3059\u304e\u3066\u6b7b\u89d2\u304c\u751f\u307e\u308c\u3066\u3044\u308b\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

      \u79c1\u305f\u3061\u306e\u30c7\u30fc\u30bf\u304b\u3089\u306f\u3001\u7d44\u7e54\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c1\u30fc\u30e0\u304c\u300c\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53ef\u8996\u5316\u3059\u308b\u7d71\u5408\u578b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u671b\u307e\u3057\u3044\u300d\u3068\u8003\u3048\u3066\u3044\u308b\u3053\u3068\u3082\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u8abf\u67fb\u56de\u7b54\u8005\u306e81\uff05\u304c\u300c\u81ea\u793e\u306e\u30af\u30e9\u30a6\u30c9 \u30a2\u30ab\u30a6\u30f3\u30c8\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u7db2\u7f85\u7684\u306b\u30ab\u30d0\u30fc\u3057\u3066\u304f\u308c\u308b\u96c6\u4e2d\u7ba1\u7406\u578b\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308c\u3070\u5f79\u306b\u7acb\u3064\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u56de\u7b54\u8005\u306e78%\u306f\u300c\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u88fd\u54c1\u306f\u5c0e\u5165\u3057\u305f\u3089\u305d\u306e\u307e\u307e\u3059\u3050\u306b\u53ef\u8996\u5316\u304c\u3067\u304d\u308b\u3053\u3068\u3001\u30ea\u30b9\u30af\u512a\u5148\u9806\u4f4d\u4ed8\u3051\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u6700\u5c0f\u9650\u306e\u5b66\u7fd2\u3067\u3067\u304d\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u300d\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n

      <\/a>\u7b2c5\u4f4d: \u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u304c\u6700\u9069\u306a\u306e\u304b\u304c\u308f\u304b\u3089\u306a\u3044<\/h3>\n

      \u74b0\u5883\u3054\u3068\u306b\u3079\u3064\u306e\u30dd\u30a4\u30f3\u30c8 \u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u5206\u3051\u308c\u3070\u3001\u305d\u308c\u3060\u3051\u74b0\u5883\u304c\u8907\u96d1\u306b\u306a\u308b\u3053\u3068\u306f\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u3068\u3053\u308d\u304c\u591a\u304f\u306e\u7d44\u7e54\u3067\u306f\u3053\u308c\u304c\u5e38\u614b\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u30c4\u30fc\u30eb\u306b\u5bfe\u3059\u308b\u5168\u822c\u7684\u306a\u4e0d\u6e80\u306e\u80cc\u666f\u306b\u306f\u3053\u3046\u3057\u305f\u4e8b\u60c5\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u3002\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3082\u305d\u308c\u3092\u88cf\u4ed8\u3051\u3066\u304a\u308a\u300177\uff05\u306e\u7d44\u7e54\u304c\u300c\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u76ee\u7684\u3092\u9054\u6210\u3067\u304d\u308b\u304b\u3092\u898b\u6975\u3081\u3065\u3089\u3044\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

      \u7d50\u5c40\u306e\u3068\u3053\u308d\u3001\u6700\u9069\u306a\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u4ef6\u306f\u5bfe\u8c61\u7d44\u7e54\u304c\u30af\u30e9\u30a6\u30c9 \u30b8\u30e3\u30fc\u30cb\u30fc\u306e\u3069\u306e\u6bb5\u968e\u306b\u3042\u308b\u306e\u304b\u3057\u3060\u3044\u3067\u5909\u308f\u3063\u3066\u304f\u308b\u305f\u3081\u3001\u7d44\u7e54\u3054\u3068\u306b\u7570\u306a\u308b\u30cb\u30fc\u30ba\u3084\u512a\u5148\u4e8b\u9805\u306b\u5fdc\u3048\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u306a\u3051\u308c\u3070\u3001\u5b9f\u52b9\u6027\u306f\u767a\u63ee\u3067\u304d\u306a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n

      <\/a>\u30bf\u30a4\u30d7\u5225\u3067\u307f\u308b\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8<\/h2>\n

      \u300c\u904e\u53bb12\u30f6\u6708\u3067\u3044\u3061\u3070\u3093\u591a\u304b\u3063\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u300d\u306b\u95a2\u3059\u308b\u8cea\u554f\u3067\u306f\u3001\u300c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u521d\u671f\u6bb5\u968e\u3067\u5165\u308a\u8fbc\u3093\u3060\u30ea\u30b9\u30af\u300d\u3068\u3044\u3046\u56de\u7b54\u304c\u307b\u304b\u306e\u3069\u306e\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8 \u30bf\u30a4\u30d7\u3088\u308a\u3082\u591a\u304f\u5831\u544a\u3055\u308c\u307e\u3057\u305f\u3002\u50c5\u5dee\u3067\u3053\u308c\u306b\u7d9a\u3044\u305f\u306e\u304c\u300c\u8106\u5f31\u306a\u3044\u3057\u60aa\u6027\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9 \u30a4\u30e1\u30fc\u30b8\u300d\u3068\u300c\u8106\u5f31\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fbAPI\u300d\u3067\u3057\u305f\u3002<\/p>\n

      \n

      \"\u958b\u767a\u521d\u671f\u6bb5\u968e\u3067\u5165\u308a\u8fbc\u3093\u3060\u30ea\u30b9\u30af\u3001\u8106\u5f31\u306a\u3044\u3057\u60aa\u6027\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/span><\/div><\/a>
      \u56f34. \u30bf\u30a4\u30d7\u5225\u3067\u307f\u308b\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u4e0a\u4f4d5\u4f4d<\/figcaption><\/figure>
      <\/figcaption><\/figure>\n

      \u306a\u304a\u3001\u8abf\u67fb\u56de\u7b54\u8005\u306e32\uff05\u304c\u300c\u30af\u30e9\u30a6\u30c9\u30ea\u30bd\u30fc\u30b9\u5168\u4f53\u3067\u306e\u8106\u5f31\u6027\u306e\u53ef\u8996\u5316\u4e0d\u8db3\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306b\u3064\u306a\u304c\u3063\u305f\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u756a\u74b0\u5883\u306b\u672a\u4fee\u6b63\u306e\u8106\u5f31\u6027\u304c\u3042\u308c\u3070\u60aa\u7528\u3055\u308c\u3046\u308b\u3053\u3068\u304b\u3089\u3001\u305d\u308c\u3089\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u521d\u671f\u6bb5\u968e\u3067\u767a\u898b\u30fb\u4fee\u6b63\u3059\u308b\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u305f\u3060\u3057\u6b8b\u5ff5\u306a\u3053\u3068\u306b90\uff05\u306e\u7d44\u7e54\u304c\u300c\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u306e\u691c\u77e5\u30fb\u5c01\u3058\u8fbc\u3081\u30fb\u89e3\u6c7a\u30921\u6642\u9593\u4ee5\u5185\u306b\u884c\u3048\u306a\u3044\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

      \u3069\u306e\u7d44\u7e54\u3082\u8a8d\u8b58\u3057\u3066\u3044\u308b\u3068\u304a\u308a\u3001\u60aa\u610f\u306e\u3042\u308b\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e\u691c\u51fa\u306f\u9045\u308c\u308c\u3070\u9045\u308c\u308b\u307b\u3069\u30b3\u30b9\u30c8\u306b\u8df3\u306d\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002\u305d\u306e1\u6642\u9593\u3055\u3048\u3042\u308c\u3070\u3001\u8105\u5a01\u30a2\u30af\u30bf\u30fc\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u4fb5\u5165\u3057\u3001\u74b0\u5883\u5185\u3092\u5075\u5bdf\u3057\u3001\u8cb4\u91cd\u306a\u30ea\u30bd\u30fc\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3055\u3089\u306b\u305d\u3053\u304b\u3089\u7279\u6a29\u3092\u6607\u683c\u3057\u3001\u3079\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u653b\u6483\u3092\u5e83\u3052\u3001\u30c7\u30fc\u30bf\u3092\u5909\u66f4\u30fb\u62bd\u51fa\u30fb\u7834\u58ca\u3057\u3066\u3057\u307e\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u53ef\u8996\u5316\u3067\u304d\u306a\u3044\u6642\u9593\u306f\u3069\u308c\u307b\u3069\u77ed\u304f\u3066\u3082\u77ed\u3059\u304e\u308b\u3053\u3068\u306f\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n

      \u305d\u308c\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u300139%\u306e\u7d44\u7e54\u304c\u300c\u4fb5\u5bb3\u4ef6\u6570\u304c\u5897\u3048\u305f\u300d\u3068\u56de\u7b54\u3057\u300168%\u306e\u7d44\u7e54\u304c\u300c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u30921\u6642\u9593\u4ee5\u5185\u306b\u691c\u51fa\u3067\u304d\u306a\u3044\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u9375\u306f\u300c\u53ef\u8996\u5316\u300d\u306b\u3042\u308b\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n

      <\/a>\u304a\u308f\u308a\u306b<\/h2>\n

      \u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u4f5c\u6210\u30fb\u30c7\u30d7\u30ed\u30a4\u30fb\u5b9f\u884c\u306f\u305f\u3084\u3059\u3044\u53d6\u308a\u7d44\u307f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002DevOps\u304c\u9ad8\u3044\u4fca\u654f\u6027\u3001\u52b9\u7387\u6027\u3092\u3082\u305f\u3089\u3057\u305f\u4eca\u306a\u3089\u306a\u304a\u3055\u3089\u3067\u3059\u3002\u4eca\u56de\u306e\u8abf\u67fb\u30c7\u30fc\u30bf\u306f\u3001\u672a\u6765\u3092\u898b\u636e\u3048\u308b\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u30b5\u30a4\u30ed\u5316\u306e\u58c1\u3092\u6253\u3061\u7834\u3063\u3066\u8907\u6570\u30c1\u30fc\u30e0\u3067\u7740\u5b9f\u306b\u5b9f\u884c\u3067\u304d\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u4f5c\u308b\u3053\u3068\u304c\u3044\u304b\u306b\u5927\u5207\u304b\u3092\u8aac\u304f\u3082\u306e\u3067\u3057\u305f\u3002\u958b\u767a\u30fb\u904b\u7528\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u305f\u305a\u3055\u308f\u308b\u3059\u3079\u3066\u306e\u30c1\u30fc\u30e0\u3001\u305d\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306b\u305f\u305a\u3055\u308f\u308b\u3059\u3079\u3066\u95a2\u4fc2\u8005\u306f\u3001\u5b9f\u52b9\u6027\u304c\u9ad8\u304f\u5305\u62ec\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u63d0\u4f9b\u3059\u308b\u3068\u3044\u3046\u5171\u6709\u8cac\u4efb\u3092\u8ca0\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n

      <\/a>\u300e2023\u5e74\u7248\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u52e2\u30ec\u30dd\u30fc\u30c8 \u300f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h3>\n

      \u672c\u7a3f\u3067\u53d6\u308a\u4e0a\u3052\u305f\u8a71\u984c\u306f\u30ec\u30dd\u30fc\u30c8\u306e\u307b\u3093\u306e\u4e00\u90e8\u3067\u3059\u3002\u5168\u5bb9\u306b\u3064\u3044\u3066\u306f\u300e2023\u5e74\u7248\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u52e2\u30ec\u30dd\u30fc\u30c8<\/a>\u300f\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u4e88\u7b97\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c4\u30fc\u30eb\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308a\u304b\u305f\u3001\u6210\u529f\u306e\u9375\u3092\u63e1\u308b\u8981\u7d20\u3001\u53f0\u982d\u3057\u3064\u3064\u3042\u308b\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u52e2\u3078\u306e\u6700\u5584\u306e\u5099\u3048\u306b\u3064\u3044\u3066\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

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