{"id":940,"date":"2025-03-19T14:07:36","date_gmt":"2025-03-19T05:07:36","guid":{"rendered":"https:\/\/www.rakus-partners.co.jp\/column\/?p=940"},"modified":"2025-09-02T17:35:12","modified_gmt":"2025-09-02T08:35:12","slug":"%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0","status":"publish","type":"post","link":"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/","title":{"rendered":"\u63a1\u7528\u62c5\u5f53\u8005\u5fc5\u898b\uff01\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6c42\u3081\u308b\u6700\u65b0\u6280\u8853\u30c8\u30ec\u30f3\u30c910\u9078"},"content":{"rendered":"\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u63a1\u7528\u306b\u304a\u3044\u3066\u3001\u6c42\u8077\u8005\u304c\u3069\u306e\u3088\u3046\u306a\u6280\u8853\u306b\u95a2\u5fc3\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u512a\u79c0\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u63a1\u7528\u3057\u3001\u4f01\u696d\u306e\u7af6\u4e89\u529b\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6ce8\u76ee\u3059\u308b\u6700\u65b0\u6280\u8853\u30c8\u30ec\u30f3\u30c910\u9078\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_54_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u3010\u76ee\u6b21\u3011<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#AI%E6%8A%80%E8%A1%93\" title=\"AI\u6280\u8853\">AI\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89%E3%83%8D%E3%82%A4%E3%83%86%E3%82%A3%E3%83%96%E6%8A%80%E8%A1%93\" title=\"\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u6280\u8853\">\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#DevOps%E6%8A%80%E8%A1%93\" title=\"DevOps\u6280\u8853\">DevOps\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%82%B5%E3%83%BC%E3%83%90%E3%83%BC%E3%83%AC%E3%82%B9%E6%8A%80%E8%A1%93\" title=\"\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u6280\u8853\">\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%83%A2%E3%83%90%E3%82%A4%E3%83%AB%E3%82%A2%E3%83%97%E3%83%AA%E9%96%8B%E7%99%BA%E6%8A%80%E8%A1%93\" title=\"\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u958b\u767a\u6280\u8853\">\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u958b\u767a\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%82%B5%E3%82%A4%E3%83%90%E3%83%BC%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E6%8A%80%E8%A1%93\" title=\"\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853\">\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E6%8A%80%E8%A1%93\" title=\"\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6280\u8853\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%82%A8%E3%83%83%E3%82%B8%E3%82%B3%E3%83%B3%E3%83%94%E3%83%A5%E3%83%BC%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0%E6%8A%80%E8%A1%93\" title=\"\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6280\u8853\">\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%83%8E%E3%83%BC%E3%82%B3%E3%83%BC%E3%83%89%E3%83%AD%E3%83%BC%E3%82%B3%E3%83%BC%E3%83%89%E6%8A%80%E8%A1%93\" title=\"\u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9\u6280\u8853\">\u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E8%80%83%E5%AF%9F\" title=\"\u8003\u5bdf\">\u8003\u5bdf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.rakus-partners.co.jp\/column\/%e6%8e%a1%e7%94%a8%e6%8b%85%e5%bd%93%e8%80%85%e5%bf%85%e8%a6%8b%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%8c%e6%b1%82%e3%82%81%e3%82%8b%e6%9c%80%e6%96%b0\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI%E6%8A%80%E8%A1%93\"><\/span>AI\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u306f\u6025\u901f\u306b\u9032\u5316\u3057\u3001\u4f01\u696d\u306e\u696d\u52d9\u52b9\u7387\u5316\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306e\u9ad8\u5ea6\u5316\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u751f\u6210AI\u306a\u3069\u306e\u5206\u91ce\u3067\u306e\u9032\u5c55\u304c\u8457\u3057\u304f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u3082\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPT-4\u3084Stable Diffusion\u306e\u3088\u3046\u306a\u5927\u898f\u6a21AI\u30e2\u30c7\u30eb\u306e\u767a\u5c55\u306b\u3088\u308a\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u81ea\u52d5\u5316\u306e\u7bc4\u56f2\u304c\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001Python\u3084TensorFlow\u3001PyTorch\u3068\u3044\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3067\u304d\u308b\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001AI\u306e\u502b\u7406\u7684\u306a\u554f\u984c\u3084\u8aac\u660e\u53ef\u80fd\u6027\uff08Explainable AI\uff09\u304c\u6ce8\u76ee\u3055\u308c\u308b\u4e2d\u3001\u30d5\u30a7\u30a2\u30cd\u30b9\uff08\u516c\u5e73\u6027\uff09\u3084\u30d0\u30a4\u30a2\u30b9\u306e\u7ba1\u7406\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3082\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002AI\u306e\u6d3b\u7528\u3092\u9032\u3081\u308b\u4f01\u696d\u306f\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u63a1\u7528\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8fd1\u5e74\u3067\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u81ea\u52d5\u30b3\u30fc\u30c9\u751f\u6210\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c6\u30b9\u30c8\u306e\u6700\u9069\u5316\u3082\u9032\u3093\u3067\u304a\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002GitHub Copilot\u3084Tabnine\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u3088\u308a\u5275\u9020\u7684\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89%E3%83%8D%E3%82%A4%E3%83%86%E3%82%A3%E3%83%96%E6%8A%80%E8%A1%93\"><\/span>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u767a\u5c55\u306b\u4f34\u3044\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u6280\u8853\u306e\u63a1\u7528\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002Kubernetes\u3084Docker\u3092\u6d3b\u7528\u3057\u305f\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u4e00\u822c\u7684\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\uff08AWS\u3001Azure\u3001Google Cloud\uff09\u306b\u3088\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u5145\u5b9f\u306b\u3088\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u306a\u304c\u3089\u9ad8\u5ea6\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306b\u7cbe\u901a\u3057\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u63a1\u7528\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30e9\u30a6\u30c9\u3084\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u306e\u904b\u7528\u304c\u9032\u3080\u4e2d\u3067\u3001Terraform\u3084Pulumi\u3068\u3044\u3063\u305f\u30a4\u30f3\u30d5\u30e9\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u306e\u53ef\u89b3\u6e2c\u6027\uff08Observability\uff09\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001Prometheus\u3084Grafana\u306a\u3069\u306e\u76e3\u8996\u30c4\u30fc\u30eb\u306e\u5c0e\u5165\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30b9\u30c8\u6700\u9069\u5316\uff08FinOps\uff09\u304c\u6ce8\u76ee\u3055\u308c\u3066\u304a\u308a\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u3092\u610f\u8b58\u3057\u305f\u958b\u767a\u30fb\u904b\u7528\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"DevOps%E6%8A%80%E8%A1%93\"><\/span>DevOps\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DevOps\u306f\u3001\u958b\u767a\uff08Development\uff09\u3068\u904b\u7528\uff08Operations\uff09\u3092\u7d71\u5408\u3057\u3001\u8fc5\u901f\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c7\u30ea\u30d0\u30ea\u30fc\u3092\u53ef\u80fd\u306b\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u7279\u306b\u3001CI\/CD\uff08\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\/\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\uff09\u306e\u5c0e\u5165\u304c\u9032\u307f\u3001Jenkins\u3001GitHub Actions\u3001GitLab CI\/CD\u3068\u3044\u3063\u305f\u30c4\u30fc\u30eb\u306e\u5229\u7528\u304c\u4e00\u822c\u7684\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Infrastructure as Code\uff08IaC\uff09\u3092\u6d3b\u7528\u3057\u3001Terraform\u3084Ansible\u3092\u4f7f\u3063\u305f\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u3082\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u306b\u7cbe\u901a\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306e\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30b5\u30a4\u30c8\u30ea\u30e9\u30a4\u30a2\u30d3\u30ea\u30c6\u30a3\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff08SRE\uff09\u306e\u6982\u5ff5\u304c\u5e83\u307e\u308a\u3001\u30a8\u30e9\u30fc\u30d0\u30b8\u30a7\u30c3\u30c8\u3084\u53ef\u89b3\u6e2c\u6027\uff08Observability\uff09\u3092\u8003\u616e\u3057\u305f\u904b\u7528\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8fd1\u5e74\u3067\u306f\u3001GitOps\u306e\u5c0e\u5165\u3082\u5897\u3048\u3001ArgoCD\u3084Flux\u3092\u6d3b\u7528\u3057\u305f\u30a4\u30f3\u30d5\u30e9\u904b\u7528\u306e\u81ea\u52d5\u5316\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002DevSecOps\uff08\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u305fDevOps\uff09\u306e\u8003\u3048\u65b9\u3082\u666e\u53ca\u3057\u3001\u958b\u767a\u6bb5\u968e\u304b\u3089\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u7d44\u307f\u8fbc\u3080\u52d5\u304d\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853<\/p>\n\n\n\n<p>\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853\u306f\u3001\u91d1\u878d\u696d\u754c\u3060\u3051\u3067\u306a\u304f\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u3084\u30b9\u30de\u30fc\u30c8\u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u306e\u5206\u91ce\u3067\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u7279\u306b\u3001Ethereum\u3084Solana\u3092\u57fa\u76e4\u3068\u3057\u305f\u5206\u6563\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08DApps\uff09\u306e\u958b\u767a\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Web3\u306e\u6982\u5ff5\u304c\u5e83\u307e\u308a\u3001\u5206\u6563\u578b\u91d1\u878d\uff08DeFi\uff09\u3084NFT\u5e02\u5834\u3082\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u306f\u3001\u3053\u308c\u3089\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001Solidity\u3084Rust\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u7cbe\u901a\u3057\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u63a1\u7528\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B5%E3%83%BC%E3%83%90%E3%83%BC%E3%83%AC%E3%82%B9%E6%8A%80%E8%A1%93\"><\/span>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u3001\u8fc5\u901f\u306a\u958b\u767a\u3092\u53ef\u80fd\u306b\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002AWS Lambda\u3001Google Cloud Functions\u3001Azure Functions\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u306e\u958b\u767a\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001BaaS\uff08Backend as a Service\uff09\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u67d4\u8edf\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u4f01\u696d\u306f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306b\u7cbe\u901a\u3057\u305f\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%A2%E3%83%90%E3%82%A4%E3%83%AB%E3%82%A2%E3%83%97%E3%83%AA%E9%96%8B%E7%99%BA%E6%8A%80%E8%A1%93\"><\/span>\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u958b\u767a\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306e\u9700\u8981\u306f\u4f9d\u7136\u3068\u3057\u3066\u9ad8\u304f\u3001\u7279\u306bFlutter\u3084React Native\u3068\u3044\u3063\u305f\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u6280\u8853\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001iOS\u3068Android\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3057\u305f\u30a2\u30d7\u30ea\u3092\u52b9\u7387\u7684\u306b\u958b\u767a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u30015G\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u901a\u4fe1\u3092\u6d3b\u7528\u3057\u305f\u65b0\u3057\u3044\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306e\u958b\u767a\u3082\u9032\u3093\u3067\u304a\u308a\u3001AR\/VR\u6280\u8853\u3068\u306e\u7d71\u5408\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B5%E3%82%A4%E3%83%90%E3%83%BC%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E6%8A%80%E8%A1%93\"><\/span>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30c7\u30b8\u30bf\u30eb\u5316\u304c\u9032\u3080\u4e2d\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u4f01\u696d\u306b\u3068\u3063\u3066\u6700\u512a\u5148\u306e\u8ab2\u984c\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30bc\u30ed\u30c8\u30e9\u30b9\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3084EDR\uff08Endpoint Detection and Response\uff09\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5c0e\u5165\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306e\u62e1\u5927\u306b\u4f34\u3044\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30b3\u30f3\u30c6\u30ca\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3082\u91cd\u8981\u8996\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E6%8A%80%E8%A1%93\"><\/span>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u6280\u8853<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u307e\u3059\u3002ETL\uff08Extract, Transform, Load\uff09\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u3084\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30fb\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001Apache Spark\u3001Kafka\u3001BigQuery\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u305f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A8%E3%83%83%E3%82%B8%E3%82%B3%E3%83%B3%E3%83%94%E3%83%A5%E3%83%BC%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0%E6%8A%80%E8%A1%93\"><\/span>\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6280\u8853<span 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