{"id":100881,"date":"2019-08-13T02:25:08","date_gmt":"2019-08-13T09:25:08","guid":{"rendered":"https:\/\/www.paloaltonetworks.com\/blog\/?p=100881"},"modified":"2019-08-13T02:25:08","modified_gmt":"2019-08-13T09:25:08","slug":"4-practical-steps-shift-left-security","status":"publish","type":"post","link":"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/2019\/08\/4-practical-steps-shift-left-security\/?lang=ja","title":{"rendered":"\u300c\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8\u300d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u79fb\u884c\u3059\u308b\u305f\u3081\u306e4\u3064\u306e\u5b9f\u8df5\u7684\u306a\u30b9\u30c6\u30c3\u30d7"},"content":{"rendered":"<p>\u73fe\u4ee3\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u59cb\u307e\u3063\u3066\u4ee5\u6765\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u304b\u3089\u304b\u3051\u96e2\u308c\u305f\u5b58\u5728\u3067\u3057\u305f\u3002<a href=\"https:\/\/www.paloaltonetworks.com\/resources\/infographics\/2019-state-of-the-industry-publicly-exposed-vulnerabilities\">\u6700\u8fd1\u306e\u8106\u5f31\u6027\u306b\u95a2\u3059\u308b\u8abf\u67fb<\/a>\u3067\u3082\u3001\u3053\u306e\u3053\u3068\u306f\u5206\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u904e\u53bb5\u5e74\u9593\u306e\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u8106\u5f31\u6027\u306e\u3046\u3061\u300176%\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7531\u6765\u3059\u308b\u3082\u306e\u3067\u3057\u305f\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u653b\u6483\u8005\u306e\u72d9\u3046\u5bfe\u8c61\u304c\u5927\u304d\u304f\u5909\u308f\u3063\u305f\u3053\u3068\u304b\u3089\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u958b\u767a\u306b\u7d44\u307f\u8fbc\u3080\u3079\u304d\u6642\u4ee3\u304c\u5230\u6765\u3057\u305f\u3068\u8a00\u3048\u307e\u3059\u3002\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6700\u5584\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u3067\u3059\u3002<\/p>\n<p><strong>\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8<\/strong> <strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5b9a\u7fa9<\/strong><strong>\u00a0<\/strong><\/p>\n<p>\u300c\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8\u300d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u975e\u5e38\u306b\u7c21\u5358\u306b\u8aac\u660e\u3059\u308b\u3068\u3001\u300c\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u53ef\u80fd\u306a\u9650\u308a\u65e9\u671f\u306e\u6bb5\u968e\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u79fb\u52d5\u3055\u305b\u308b\u3053\u3068\u300d\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u6700\u65b0\u306e<a href=\"https:\/\/dzone.com\/articles\/what-is-cicd\" rel=\"nofollow,noopener\" >CI\/CD<\/a>\u306b\u304a\u3044\u3066\u306f\u3001\u4e00\u822c\u306b\u3001\u4ee5\u4e0b\u306e\u56f31\u3067\u793a\u3055\u308c\u3066\u3044\u308b8\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u307f\u307e\u3059\u3002\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001\u30b5\u30a4\u30d0\u30fc\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u610f\u5473\u3067\u3082\u52b9\u679c\u7684\u3067\u3059\u3002<a href=\"https:\/\/www.researchgate.net\/figure\/IBM-System-Science-Institute-Relative-Cost-of-Fixing-Defects_fig1_255965523\" rel=\"nofollow,noopener\" >IBM<\/a>\u306eSystem Sciences Institute\u306b\u3088\u308b\u3068\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u306b\u8a2d\u8a08\u6bb5\u968e\u3067\u5bfe\u51e6\u3057\u3066\u304a\u3051\u3070\u3001\u5b9f\u88c5\u6bb5\u968e\u3067\u5bfe\u51e6\u3059\u308b\u5834\u5408\u3068\u6bd4\u3079\u3001\u30b3\u30b9\u30c8\u30926\u5206\u306e1\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u540c\u3058\u8abf\u67fb\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u306b\u30c6\u30b9\u30c8\u6bb5\u968e\u3067\u5bfe\u51e6\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u30b3\u30b9\u30c8\u304c15\u500d\u307e\u3067\u81a8\u3089\u3080\u30b1\u30fc\u30b9\u3082\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3082\u5224\u660e\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u5404\u6bb5\u968e\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u610f\u8b58\u7684\u306b\u7d44\u307f\u8fbc\u3080\u306b\u306f\u3001\u307e\u305a\u3001\u6226\u7565\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><div style=\"max-width:100%\" data-width=\"974\"><span class=\"ar-custom\" style=\"padding-bottom:30.08%;\"><img loading=\"lazy\" decoding=\"async\"  class=\"aligncenter size-full wp-image-100166 lozad\"  data-src=\"https:\/\/www.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left.png\" alt=\"\" width=\"974\" height=\"293\" srcset=\"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left.png 974w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-230x69.png 230w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-768x231.png 768w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-500x150.png 500w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-510x153.png 510w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-133x40.png 133w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-650x196.png 650w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Shift-Left-874x263.png 874w\" sizes=\"auto, (max-width: 974px) 100vw, 974px\" \/><\/span><\/div><\/p>\n<p style=\"text-align: center;\">\u56f31: CI\/CD<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong>1: <\/strong><strong>\u8cb4\u793e\u306e\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8<\/strong> <strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u3092\u5b9a\u7fa9\u3059\u308b<\/strong><\/p>\n<p>\u3069\u306e\u3088\u3046\u306a\u30b8\u30e3\u30fc\u30cb\u30fc\u3067\u3082\u3001\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u3069\u3053\u3092\u76ee\u6307\u3059\u304b\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306f\u305f\u3068\u3048\u308b\u306a\u3089\u3001\u30c1\u30fc\u30e0\u306e\u305f\u3081\u306b\u53ef\u80fd\u306a\u9650\u308a\u6700\u3082\u9bae\u660e\u306a\u7d75\u3092\u63cf\u304f\u3053\u3068\u3067\u3001\u6210\u529f\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u3064\u304b\u3093\u3067\u3082\u3089\u3046\u306e\u3068\u540c\u3058\u3067\u3059\u3002\u3053\u306e\u6226\u7565\u6587\u66f8\u306b\u542b\u3081\u308b\u3079\u304d\u91cd\u8981\u306a\u9805\u76ee\u306f\u3001\u30d3\u30b8\u30e7\u30f3\u3001\u62c5\u5f53\u5206\u3051\u3084\u8cac\u4efb\u7bc4\u56f2\u3001\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u3001\u8a55\u4fa1\u57fa\u6e96\u306a\u3069\u3067\u3059\u3002\u6226\u7565\u6587\u66f8\u306f\u6642\u9593\u3092\u304b\u3051\u3066\u6210\u719f\u3055\u305b\u3066\u3044\u304f\u3079\u304d\u3082\u306e\u3067\u3042\u308a\u3001\u5b8c\u74a7\u306a\u3082\u306e\u3092\u4f5c\u308d\u3046\u3068\u3057\u3066\u6642\u9593\u3092\u304b\u3051\u3059\u304e\u306a\u3044\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002\u9577\u671f\u7684\u306b\u7e70\u308a\u8fd4\u3057\u898b\u76f4\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong>2: <\/strong><strong>\u8cb4\u793e\u306e\u4e2d\u3067\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u3069\u3053\u3067\u3069\u306e\u3088\u3046\u306b\u4f5c\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u628a\u63e1\u3059\u308b<\/strong><\/p>\n<p>\u6050\u3089\u304f\u3001\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3059\u53d6\u308a\u7d44\u307f\u306e\u4e2d\u3067\u6700\u3082\u624b\u3054\u308f\u3044\u8ab2\u984c\u306e\u4e00\u3064\u306f\u3001\u8cb4\u793e\u306e\u4e2d\u3067\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u3069\u3053\u3067\u3069\u306e\u3088\u3046\u306b\u4f5c\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u8cb4\u793e\u306e\u898f\u6a21\u306b\u5fdc\u3058\u3066\u3001\u3053\u306e\u30bf\u30b9\u30af\u306f\u7c21\u5358\u306a\u5834\u5408\u3082\u3042\u308c\u3070\u3001\u56f0\u96e3\u3092\u6975\u3081\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u30b9\u30c6\u30c3\u30d7\u306e\u76ee\u6a19\u306f\u3001\u6700\u521d\u306b\u7d44\u7e54\u5168\u4f53\u3092\u898b\u6e21\u3057\u305f\u5f8c\u3067\u3001\u793e\u5185\u3067\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u6271\u3046\u5168\u4f53\u7684\u306a\u6d41\u308c\u3092\u6587\u66f8\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u4e2d\uff5e\u5927\u898f\u6a21\u306e\u4f01\u696d\u3067\u306f\u3001\u30de\u30af\u30ed \u30ec\u30d9\u30eb\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u500b\u5225\u306e\u4e8b\u696d\u90e8\u9580\u3078\u3068\u6398\u308a\u4e0b\u3052\u3066\u3044\u304f\u306e\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002\u5404\u4e8b\u696d\u90e8\u9580\u3067\u72ec\u81ea\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3084\u30c4\u30fc\u30eb\u3092\u6301\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002\u3053\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u7279\u5b9a\u3059\u308b\u3079\u304d\u4e3b\u8981\u306a\u9805\u76ee\u3068\u3057\u3066\u306f\u3001\u8ab0\u304c\u30b3\u30fc\u30c9\u3092\u958b\u767a\u3059\u308b\u304b(\u4eba)\u3001\u958b\u767a\u7528\u306e\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u304b\u3089\u672c\u756a\u74b0\u5883\u3078\u3069\u306e\u3088\u3046\u306b\u6d41\u308c\u308b\u304b(\u30d7\u30ed\u30bb\u30b9)\u3001\u305d\u3057\u3066\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u5229\u7528\u3059\u308b\u304b(\u30c6\u30af\u30ce\u30ed\u30b8)\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u300cCI\/CD\u30c4\u30fc\u30eb\u30c1\u30a7\u30fc\u30f3\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u6628\u4eca\u3067\u306f\u9593\u9055\u3044\u306a\u304f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u5927\u90e8\u5206\u304c\u3001\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong>3: <\/strong><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8cea\u3068\u9632\u58c1\u3092\u7279\u5b9a\u3057\u3001\u5b9f\u88c5\u3059\u308b<\/strong><\/p>\n<p>\u54c1\u8cea\u4fdd\u8a3c\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u4e00\u90e8\u3067\u3042\u308a\u7d9a\u3051\u3066\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u4eca\u307e\u3067\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u8cea\u306b\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3053\u306e\u70b9\u306f\u5909\u3048\u3066\u3044\u304b\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u3002\u305d\u3057\u3066\u3001\u4e0a\u8a18\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3093\u3067\u3044\u308c\u3070\u3001\u3053\u308c\u306b\u53d6\u308a\u7d44\u3080\u305f\u3081\u306e\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u554f\u984c\u3092\u63a2\u3059\u305f\u3081\u306e\u6a5f\u4f1a\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u6709\u80fd\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c1\u30fc\u30e0\u306f\u3001\u5c0f\u3055\u304f\u59cb\u3081\u308b\u3082\u306e\u3067\u3059\u3002\u307e\u305a\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u52b9\u679c\u7684\u306a\u30c4\u30fc\u30eb\u3092\u958b\u767a\u30c1\u30fc\u30e0\u306b\u63d0\u4f9b\u3057\u3001\u65e5\u5e38\u7684\u306a\u958b\u767a\u30eb\u30fc\u30c1\u30f3\u306e\u4e00\u90e8\u3068\u3057\u3066\u4f7f\u3063\u3066\u3082\u3089\u3046\u3053\u3068\u304b\u3089\u958b\u59cb\u3057\u307e\u3059\u3002<a href=\"https:\/\/scanapidoc.redlock.io\/\" rel=\"nofollow,noopener\" >\u3053\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u306e\u4e00\u3064<\/a>\u304c\u3001\u6700\u8fd1\u3001\u30d1\u30ed\u30a2\u30eb\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u306b\u3088\u3063\u3066\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5316\u3055\u308c\u307e\u3057\u305f\u3002\u3064\u307e\u308a\u3001\u7121\u511f\u3067\u4f7f\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><strong>4: <\/strong><strong>\u30bb\u30ad\u30e5\u30a2\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u3001\u958b\u767a\u30c1\u30fc\u30e0\u3092\u67fb\u5b9a\u3057\u3001\u7d99\u7d9a\u7684\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<\/strong><\/p>\n<p>\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u306b\u79fb\u884c\u3059\u308b\u30b8\u30e3\u30fc\u30cb\u30fc\u306e\u4e00\u74b0\u3068\u3057\u3066\u3001\u7b2c\u4e00\u306b\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5927\u90e8\u5206\u3092\u884c\u3046\u62c5\u5f53\u8005\u304c\u3001\u30bb\u30ad\u30e5\u30a2\u306a\u30b3\u30fc\u30c9\u3092\u4f5c\u308b\u3088\u3046\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u306e\u73fe\u5728\u306e\u30b9\u30ad\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u5ba2\u89b3\u7684\u306a\u6e2c\u5b9a\u57fa\u6e96\u3084\u3001\u30b9\u30ad\u30eb\u3092\u9577\u671f\u7684\u304b\u3064\u7d99\u7d9a\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u8a08\u753b\u304c\u306a\u3051\u308c\u3070\u3001\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002\u3042\u308b\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u958b\u767a\u8005\u306e19%\u306f\u3001\u300c<a href=\"https:\/\/www.owasp.org\/images\/7\/72\/OWASP_Top_10-2017_%28en%29.pdf.pdf\" rel=\"nofollow,noopener\" >OWASP Top 10<\/a>\u306e\u3053\u3068\u3092\u3088\u304f\u77e5\u3089\u306a\u3044\u300d\u3068\u306e\u3053\u3068\u3067\u3001\u3053\u306e\u9818\u57df\u3092\u898b\u9003\u3059\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u3092\u88cf\u4ed8\u3051\u305f\u306e\u304c\u3001DevOps\u30b5\u30fc\u30d3\u30b9 \u30d7\u30ed\u30d0\u30a4\u30c0\u306e<a href=\"https:\/\/about.gitlab.com\/developer-survey\/2019\/\" rel=\"nofollow,noopener\" >GitLab<\/a>\u304c\u6700\u8fd1\u767a\u8868\u3057\u305f\u8abf\u67fb\u3067\u3059\u3002\u540c\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306e70%\u306f\u30bb\u30ad\u30e5\u30a2\u306a\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u304c\u300c\u826f\u3044\u300d\u3068\u8003\u3048\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306f25%\u306b\u3068\u3069\u307e\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8<\/strong> <strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u6982\u8981<\/strong><\/p>\n<p>\u958b\u767a\u3092\u69cb\u7bc9\u3001\u5c55\u958b\u3001\u5b9f\u884c\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u7c21\u7d20\u5316\u3057\u305f2\u3064\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u30b7\u30ca\u30ea\u30aa1\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7121\u3057\u306b\u958b\u767a\u304c\u59cb\u307e\u308a\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u8cea\u306f\u3001\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u6700\u4e2d\u306b\u306e\u307f\u30c1\u30a7\u30c3\u30af\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30b1\u30fc\u30b9\u3067\u306f\u3001\u901a\u5e38\u3001\u8106\u5f31\u6027\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u3001\u7d50\u679c\u7684\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u90e8\u9580\u3068\u958b\u767a\u90e8\u9580\u306e\u9593\u3067\u4e0d\u7a4f\u306a\u4f1a\u8a71\u304c\u4ea4\u308f\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><div style=\"max-width:100%\" data-width=\"974\"><span class=\"ar-custom\" style=\"padding-bottom:23.72%;\"><img loading=\"lazy\" decoding=\"async\"  class=\"aligncenter size-full wp-image-100179 lozad\"  data-src=\"https:\/\/www.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left.png\" alt=\"\" width=\"974\" height=\"231\" srcset=\"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left.png 974w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-230x55.png 230w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-768x182.png 768w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-500x119.png 500w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-510x121.png 510w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-169x40.png 169w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-650x154.png 650w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-1-Shift-Left-874x207.png 874w\" sizes=\"auto, (max-width: 974px) 100vw, 974px\" \/><\/span><\/div><\/p>\n<p>\u3057\u304b\u3057\u30b7\u30ca\u30ea\u30aa2\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c1\u30fc\u30e0\u306f\u3001\u81ea\u7d44\u7e54\u5185\u3067\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u6642\u9593\u3092\u304b\u3051\u307e\u3059\u3002\u307e\u305f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30d7\u30ed\u30bb\u30b9\u304a\u3088\u3073\u30c4\u30fc\u30eb\u3092CI\/CD\u306b\u7d44\u307f\u8fbc\u3080\u4f5c\u696d\u3082\u884c\u3046\u305f\u3081\u3001\u7d50\u679c\u3068\u3057\u3066\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8cea\u306b\u95a2\u3059\u308b\u9632\u58c1\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><div style=\"max-width:100%\" data-width=\"974\"><span class=\"ar-custom\" style=\"padding-bottom:30.08%;\"><img loading=\"lazy\" decoding=\"async\"  class=\"aligncenter size-full wp-image-100192 lozad\"  data-src=\"https:\/\/www.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left.png\" alt=\"\" width=\"974\" height=\"293\" srcset=\"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left.png 974w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-230x69.png 230w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-768x231.png 768w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-500x150.png 500w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-510x153.png 510w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-133x40.png 133w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-650x196.png 650w, https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/wp-content\/uploads\/2019\/07\/Scenario-2-Shift-Left-874x263.png 874w\" sizes=\"auto, (max-width: 974px) 100vw, 974px\" \/><\/span><\/div><\/p>\n<p><strong>\u7d50\u8ad6<\/strong><\/p>\n<p>\u4e0a\u8a18\u306e4\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u5b9f\u65bd\u3059\u308c\u3070\u3001\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u958b\u767a\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306b\u3001\u78ba\u5b9f\u306a\u9053\u3092\u6b69\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8cb4\u793e\u304c\u30af\u30e9\u30a6\u30c9 \u30b8\u30e3\u30fc\u30cb\u30fc\u306e\u4e00\u74b0\u3068\u3057\u3066\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8\u306b\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5236\u5fa1\u3092\u81ea\u52d5\u5316\u3057\u3001API\u99c6\u52d5\u578b\u306b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30c1\u30fc\u30e0\u306f\u3001\u30d1\u30ed\u30a2\u30eb\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u306e<a href=\"https:\/\/www.paloaltonetworks.jp\/company\/press\/2019\/palo-alto-networks-introduces-prisma--the-secure-way-to-cloud\" rel=\"nofollow,noopener\" >Prisma<\/a>\u3092\u5229\u7528\u3059\u308c\u3070\u3001DevOps\u3068CI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3057\u3001\u307e\u3055\u306b\u4e0a\u8a18\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u73fe\u4ee3\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u59cb\u307e\u3063\u3066\u4ee5\u6765\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u304b\u3089\u304b\u3051\u96e2\u308c\u305f\u5b58\u5728\u3067\u3057\u305f\u3002\u6700\u8fd1\u306e\u8106\u5f31\u6027\u306b\u95a2\u3059\u308b\u8abf\u67fb\u3067\u3082\u3001\u3053\u306e\u3053\u3068\u306f\u5206\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u904e\u53bb5\u5e74\u9593\u306e\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u8106\u5f31\u6027\u306e\u3046\u3061\u300176%\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7531\u6765\u3059\u308b\u3082\u306e\u3067\u3057\u305f\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u653b\u6483\u8005\u306e\u72d9\u3046\u5bfe\u8c61\u304c\u5927\u304d\u304f\u5909\u308f\u3063\u305f\u3053\u3068\u304b\u3089\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u958b\u767a\u306b\u7d44\u307f\u8fbc\u3080\u3079\u304d\u6642\u4ee3\u304c\u5230\u6765\u3057\u305f\u3068\u8a00\u3048\u307e\u3059\u3002\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6700\u5584\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6226\u7565\u3067\u3059\u3002 \u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5b9a\u7fa9\u00a0 \u300c\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8\u300d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u975e\u5e38\u306b\u7c21\u5358\u306b\u8aac\u660e\u3059\u308b\u3068\u3001\u300c\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306e\u53ef\u80fd\u306a\u9650\u308a\u65e9\u671f\u306e\u6bb5\u968e\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u79fb\u52d5\u3055\u305b\u308b\u3053\u3068\u300d\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u6700\u65b0\u306eCI\/CD\u306b\u304a\u3044\u3066\u306f\u3001\u4e00\u822c\u306b\u3001\u4ee5\u4e0b\u306e\u56f31\u3067\u793a\u3055\u308c\u3066\u3044\u308b8\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u307f\u307e\u3059\u3002\u30b7\u30d5\u30c8\u30ec\u30d5\u30c8 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