{"id":79097,"date":"2025-09-03T08:00:00","date_gmt":"2025-09-02T23:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=79097"},"modified":"2025-09-02T17:31:55","modified_gmt":"2025-09-02T08:31:55","slug":"%e7%94%9f%e6%88%90ai%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%a7google-cloud%e3%83%97%e3%83%ad%e3%82%b8%e3%82%a7%e3%82%af%e3%83%88%e7%ae%a1%e7%90%86%e3%82%92%e8%87%aa","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/79097","title":{"rendered":"\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u3092\u81ea\u52d5\u5316 #ai #llm #google #terraform #gitlab"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u682a\u5f0f\u4f1a\u793e\u3067\u306f\u3001\u6570\u591a\u304f\u306e<a href=\"https:\/\/cloud.google.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Google Cloud<\/a> (\u65e7\u540d:Google Cloud Platform (GCP))\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u904b\u7528\u3057\u3066\u304a\u308a\u3001\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u3084\u65e2\u5b58\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30f3\u30d0\u30fc\u7ba1\u7406\u304c\u983b\u7e41\u306b\u767a\u751f\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u4f5c\u696d\u306f\u5f93\u6765\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u624b\u52d5\u3067<a href=\"https:\/\/developer.hashicorp.com\/terraform\" target=\"_blank\" rel=\"noreferrer noopener\">Terraform<\/a>\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u3001<a href=\"https:\/\/about.gitlab.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">GitLab<\/a>\u3067\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3068\u3044\u3046\u7169\u96d1\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u793e\u5185\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<a href=\"https:\/\/slack.com\/intl\/ja-jp\/\" target=\"_blank\" rel=\"noreferrer noopener\">Slack<\/a>\u306b\u5e38\u99d0\u3057\u3066\u3044\u308b\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300c<a href=\"https:\/\/www.creationline.com\/services\/genmaicha\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7384\u7c73\u8336<\/a>\u300d\u306bGoogle Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u3084\u308a\u53d6\u308a\u3092\u901a\u3058\u3066\u30a4\u30f3\u30d5\u30e9\u904b\u7528\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u305f\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u5b9f\u88c5\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u6280\u8853\u7684\u8a73\u7d30\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f93\u6765\u306e\u8ab2\u984c\u3068\u76ee\u6a19<\/h2>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u3001Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u3084\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30aa\u30fc\u30ca\u30fc\u306e\u5909\u66f4\u306a\u3069\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u624b\u52d5\u3067\u3001\u793e\u5185GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u5185\u306eTerraform\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u305f\u30b3\u30df\u30c3\u30c8\u306e\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u3001\u793e\u5185Slack\u3067\u30ec\u30d3\u30e5\u30fc\u3068\u30de\u30fc\u30b8\u3092\u547c\u3073\u304b\u3051\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"682\" height=\"695\" src=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/01.png\" alt=\"\" class=\"wp-image-79098\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/01.png 682w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/01-353x360.png 353w\" sizes=\"auto, (max-width: 682px) 100vw, 682px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u624b\u9806\u306b\u304a\u3051\u308b\u8ab2\u984c\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u624b\u4f5c\u696d\u3067\u3001\u793e\u5185GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u5185\u306eTerraform\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u3066\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u4f5c\u6210<\/li>\n\n\n\n<li>\u624b\u4f5c\u696d\u3067\u3001\u793e\u5185Slack\u3067\u30ec\u30d3\u30e5\u30fc\u3068\u30de\u30fc\u30b8\u3092\u62c5\u5f53\u30b0\u30eb\u30fc\u30d7\u306b\u547c\u3073\u639b\u3051<\/li>\n<\/ul>\n\n\n\n<p>\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3042\u308c\u3070\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u51fa\u3059\u304f\u3089\u3044\u7c21\u5358\u3058\u3083\u306a\u3044\uff1f\u300d\u3084\u300c\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u4f5c\u3063\u305f\u3089\u30e1\u30fc\u30eb\u3067\u901a\u77e5\u304c\u884c\u304f\u306e\u3067\u306f\uff1f\u300d\u3068\u3044\u3063\u305f\u610f\u898b\u3082\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u300c\u30aa\u30fc\u30ca\u30fc\u3092\u4e00\u4eba\u8ffd\u52a0\u3057\u305f\u3044\u3060\u3051\u306a\u306e\u306b\u624b\u9806\u304c\u591a\u3059\u304e\u308b\u300d\u3084\u300c\u30e1\u30fc\u30eb\u3060\u3068\u901a\u77e5\u3092\u898b\u843d\u3068\u3057\u304c\u3061\u300d\u306a\u3069\u306e\u610f\u898b\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u6307\u793a<\/strong>\u3067\u3001\u793e\u5185GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u5185\u306eTerraform\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u3066\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u4f5c\u6210<\/li>\n\n\n\n<li><strong>\u81ea\u52d5<\/strong>\u3067\u3001\u793e\u5185Slack\u3067\u30ec\u30d3\u30e5\u30fc\u3068\u30de\u30fc\u30b8\u3092\u62c5\u5f53\u30b0\u30eb\u30fc\u30d7\u306b\u547c\u3073\u639b\u3051<\/li>\n<\/ul>\n\n\n\n<p>\u306e\u3088\u3046\u306b\u3001\u624b\u4f5c\u696d\u306b\u983c\u3063\u3066\u3044\u305f\u90e8\u5206\u3092\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300c\u7384\u7c73\u8336\u300d\u306b\u62c5\u3063\u3066\u3082\u3089\u3046\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h2>\n\n\n\n<p>\u300c\u7384\u7c73\u8336\u300d\u306f<a href=\"https:\/\/www.langchain.com\/langgraph\" target=\"_blank\" rel=\"noreferrer noopener\">LangGraph<\/a>\u30d9\u30fc\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u3001<a href=\"https:\/\/python.langchain.com\/docs\/concepts\/tool_calling\/\" target=\"_blank\" rel=\"noreferrer noopener\">LangChain Tool Calling<\/a>\u306b\u3088\u308a\u3001\u4f1a\u8a71\u4ee5\u5916\u306e\u6a5f\u80fd\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Tool Calling\u306b\u3064\u3044\u3066\u306f\u904e\u53bb\u8a18\u4e8b\u300c<a href=\"https:\/\/www.creationline.com\/tech-blog\/76708\" target=\"_blank\" rel=\"noreferrer noopener\">LangGraph\u306eTool calling\u3067OpenAI API\u306eFunction calling\u3092\u8a66\u3057\u3066\u307f\u3088\u3046<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u3053\u306eTool Calling\u3067\u3001\u4eba\u9593\u306b\u3088\u308b\u5165\u529b\u304b\u3089Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u7de8\u96c6\u3092\u884c\u3046\u6a5f\u80fd\u3092\u547c\u3073\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u53d6\u5f97\u30fb\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u4f5c\u6210\u306a\u3069GitLab\u306e\u64cd\u4f5c\u306f <a href=\"https:\/\/github.com\/python-gitlab\/python-gitlab\" target=\"_blank\" rel=\"noreferrer noopener\">python-gitlab<\/a> \u3092\u7528\u3044\u3066API\u7d4c\u7531\u3067\u884c\u3044\u3001Terraform\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6\u306f <a href=\"https:\/\/github.com\/anthropics\/claude-code-sdk-python\" target=\"_blank\" rel=\"noreferrer noopener\">Claude Code SDK for Python<\/a> \u3092\u7528\u3044\u3066\u751f\u6210AI\u306b\u884c\u308f\u305b\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u78ba\u5b9a\u7684\u306a\u4f5c\u696d\u306f\u901a\u5e38\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b3\u30fc\u30c9\u306b\u884c\u308f\u305b\u3001\u6587\u5b57\u5217\u7f6e\u63db\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u3082\u53ef\u80fd\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u751f\u6210AI\u304c\u5f97\u610f\u306a\u90e8\u5206\u306f\u4efb\u305b\u308b\u3001\u3068\u3044\u3063\u305f\u5f79\u5272\u3092\u5206\u62c5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tool Calling\u306e\u30d7\u30ed\u30f3\u30d7\u30c8<\/h2>\n\n\n\n<p>\u300cGoogle Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306eTerraform\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u3001\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d\u6a5f\u80fd\u3092\u547c\u3073\u51fa\u3059Tool Calling\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u51e6\u7406\u306f<a href=\"https:\/\/azure.microsoft.com\/ja-jp\/products\/ai-foundry\/models\/openai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure OpenAI<\/a>\u304c\u62c5\u5f53\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"md\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u65e2\u5b58\u306eGoogle Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7de8\u96c6\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\n\u65e2\u5b58\u306eGoogle Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30aa\u30fc\u30ca\u30fc\u8a2d\u5b9a\u3092Terraform\u30d5\u30a1\u30a4\u30eb\u3067\u66f4\u65b0\u3057\u3001\nGitLab\u306b\u30b3\u30df\u30c3\u30c8\u3057\u3066\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\n\u6700\u521d\u306b\u5dee\u5206\u30d7\u30ec\u30d3\u30e5\u30fc\u3092\u8868\u793a\u3057\u3001\u30e6\u30fc\u30b6\u306e\u627f\u8a8d\u5f8c\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\n\u4f7f\u7528\u4f8b:\n- \"\u30aa\u30fc\u30ca\u30fc\u3092user1@example.com\u3001user2@example.com\u306b\u66f4\u65b0\u3057\u3066\"\n- \"\u30aa\u30fc\u30ca\u30fc\u304b\u3089user3@example.com\u3092\u524a\u9664\u3057\u3066\"\n- \"user4@example.com\u3092\u30aa\u30fc\u30ca\u30fc\u306b\u8ffd\u52a0\u3057\u3066\"<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Claude Code\u306e\u30d7\u30ed\u30f3\u30d7\u30c8<\/h2>\n\n\n\n<p>\u5b9f\u969b\u306b\u300cGoogle Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306eTerraform\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u300d\u3059\u308bClaude Code\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u51e6\u7406\u306f<a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noreferrer noopener\">Anthropic Claude<\/a>\u304c\u62c5\u5f53\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">{file_path}\u3067Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8'{project_name}'\u306e\u64cd\u4f5c\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d: {project_name}\n\u30d3\u30ea\u30f3\u30b0\u30a2\u30ab\u30a6\u30f3\u30c8: {billing_account}\n\u64cd\u4f5c: \u65e2\u5b58\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306emodule\u3092\u7de8\u96c6\n\u5909\u66f4\u6307\u793a: {description}\n\n\u6307\u5b9a\u3055\u308c\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u306emodule\u3092\u898b\u3064\u3051\u3066\u3001\u9069\u5207\u306b\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\nmodule\u540d\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u306f\u5909\u66f4\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u91cd\u8981: \u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u6642\u306f\u5fc5\u305a\u30d5\u30a1\u30a4\u30eb\u672b\u5c3e\u306b\u6539\u884c\u6587\u5b57\u3092\u4ed8\u4e0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/pre>\n\n\n\n<p>\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0 <code>{project_name}<\/code> \u3068 <code>{description}<\/code> \u306b\u306f\u3001\u30e6\u30fc\u30b6\u306e\u5165\u529b\u3068Tool Calling\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5f97\u3089\u308c\u305f\u5909\u66f4\u6307\u793a\u304c\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">GitLab API<\/h1>\n\n\n\n<p>gitlab-python \u3092\u4f7f\u3048\u3070 GitLab API \u306e\u64cd\u4f5c\u306f\u304b\u306a\u308a\u304a\u624b\u8efd\u3067\u3059\u3002\u672c\u6a5f\u80fd\u3067\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u7279\u5b9a\u306e1\u30d5\u30a1\u30a4\u30eb\u306e\u53d6\u5f97<\/li>\n\n\n\n<li>GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u306b\u30d6\u30e9\u30f3\u30c1\u306e\u4f5c\u6210<\/li>\n\n\n\n<li>GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u306b\u30b3\u30df\u30c3\u30c8\u3092\u30d7\u30c3\u30b7\u30e5<\/li>\n\n\n\n<li>GitLab\u30ec\u30dd\u30b8\u30c8\u30ea\u306e\u30d6\u30e9\u30f3\u30c1\u9593\u306e\u5dee\u5206\u3092\u53d6\u5f97<\/li>\n\n\n\n<li>GitLab\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210<\/li>\n<\/ul>\n\n\n\n<p>\u3068\u3044\u3046\u3053\u3068\u3092\u884c\u3044\u307e\u3059\u3002\u307e\u305f\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u969b\u306f\u6b21\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4ed8\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"md\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">GCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8 '{project_name}' \u3092\u7de8\u96c6\u3057\u307e\u3059\u3002\n\n## \u5909\u66f4\u5185\u5bb9\n- \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d: {project_name}\n- \u30d3\u30ea\u30f3\u30b0\u30a2\u30ab\u30a6\u30f3\u30c8: {billing_account}\n- Terraform\u30d5\u30a1\u30a4\u30eb: {file_path}\n- \u5909\u66f4\u6307\u793a: {description}\n- \u64cd\u4f5c: \u65e2\u5b58module\u3092\u66f4\u65b0\n\n## \u78ba\u8a8d\u4e8b\u9805\n- [ ] \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u540d\u304c\u6b63\u3057\u3044\u3053\u3068\u3092\u78ba\u8a8d\n- [ ] \u30d3\u30ea\u30f3\u30b0\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u6b63\u3057\u3044\u3053\u3068\u3092\u78ba\u8a8d\n- [ ] \u65b0\u3057\u3044\u6a29\u9650\u8a2d\u5b9a\u304c\u6b63\u3057\u3044\u3053\u3068\u3092\u78ba\u8a8d\n\n## \u81ea\u52d5\u5b9f\u884c\u30d7\u30ed\u30bb\u30b9\n1. \u3053\u306e\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u30de\u30fc\u30b8\u3055\u308c\u305f\u5f8c\n2. GitLab CI\u3067terraform apply\u304c\u81ea\u52d5\u5b9f\u884c\u3055\u308c\u307e\u3059\n3. \u5b9f\u969b\u306eGCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u81ea\u52d5\u7684\u306b\u66f4\u65b0\u3055\u308c\u307e\u3059\n\n\u3053\u306e\u5909\u66f4\u306b\u3088\u308a\u3001GCP\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304cTerraform\u3067\u7ba1\u7406\u3055\u308c\u307e\u3059\u3002<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u7528\u4f8b<\/h2>\n\n\n\n<p>\u300c <code>p****<\/code> \u3068\u3044\u3046Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30aa\u30fc\u30ca\u30fc\u3092 <code>e****<\/code> <code>k****<\/code> <code>y****<\/code> <code>t****<\/code> \u3068\u3059\u308b\u300d\u3068\u3044\u3046\u4f5c\u696d\u3092\u3084\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"816\" height=\"1024\" src=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/02-816x1024.png\" alt=\"\" class=\"wp-image-79099\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/02-816x1024.png 816w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/02-287x360.png 287w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/02-768x964.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/02.png 868w\" sizes=\"auto, (max-width: 816px) 100vw, 816px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u5148\u306b\u66f8\u3044\u305f\u81ea\u7136\u8a00\u8a9e\u6587\u3068\u307b\u307c\u540c\u7b49\u306e\u6307\u793a\u3067\u3001Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3059\u308b\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3057\u305f\u3002\u5b9f\u969b\u306e\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3082\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"871\" src=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/03-1024x871.png\" alt=\"\" class=\"wp-image-79100\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/03-1024x871.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/03-360x306.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/03-768x653.png 768w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/03.png 1121w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u8a73\u7d30\u3084\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u307e\u3067\u3064\u3044\u3066\u304d\u3066\u3044\u308b\u306e\u3067\u3001\u30de\u30fc\u30b8\u5b9f\u65bd\u306e\u969b\u306e\u78ba\u8a8d\u3082\u5bb9\u6613\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u7ba1\u7406\u7528\u306eSlack\u30c1\u30e3\u30f3\u30cd\u30eb\u306b\u6b21\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u5225\u9014\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"854\" height=\"177\" src=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/04.png\" alt=\"\" class=\"wp-image-79101\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/04.png 854w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/04-360x75.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/09\/04-768x159.png 768w\" sizes=\"auto, (max-width: 854px) 100vw, 854px\" \/><\/figure>\n\n\n\n<p>\u30e1\u30fc\u30eb\u3088\u308a\u6c17\u3065\u304d\u3084\u3059\u3044\u30fb\u898b\u9003\u3057\u306b\u304f\u3044\u3001\u3068\u3044\u3063\u305f\u611f\u60f3\u304c\u805e\u304b\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u672c\u7a3f\u3067\u306f\u793e\u5185Slack\u306b\u5e38\u99d0\u3059\u308b\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300c\u7384\u7c73\u8336\u300d\u306b\u8ffd\u52a0\u3055\u308c\u305f\u3001\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u4f1a\u8a71\u3067Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u3059\u308b\u6a5f\u80fd\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6280\u8853\u7684\u306b\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u304b\u3089Terraform\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u306e\u624b\u9593\u3084\u30cf\u30fc\u30c9\u30eb\u3092\u5927\u5e45\u306b\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3068\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u524d\u304b\u3089Slack\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u3092\u884c\u3046\u300cChatOps\u300d\u3068\u3044\u3046\u6982\u5ff5\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u751f\u6210AI\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u5165\u529b\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u67d4\u8edf\u6027\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u305f\u3068\u601d\u3044\u307e\u3059\u3002\u9006\u306b\u8a00\u3046\u3068\u81ea\u7531\u5ea6\u304c\u9ad8\u304f\u306a\u308b\u305f\u3081\u3001\u7121\u95a2\u4fc2\u306a\u51e6\u7406\u3084\u5371\u967a\u306a\u51e6\u7406\u3092\u884c\u3048\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u306e\u5b9f\u88c5\u3082\u5fc5\u9808\u3067\u3042\u308b\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u30de\u30fc\u30b8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3001\u5b9f\u969b\u306bGoogle Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u5909\u66f4\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u306f\u8e0f\u307f\u8fbc\u3093\u3067\u3044\u307e\u305b\u3093\u3002\u751f\u6210AI\u306b\u3088\u308b\u81ea\u52d5\u5316\u306f\u3001\u5229\u4fbf\u6027\u3068\u5b89\u5168\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u3064\u3064\u3001\u9032\u3081\u3066\u3044\u304f\u3079\u304d\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u4eba\u9593\u30fb\u751f\u6210AI(Azure OpenAI, Anthropic Claude)\u30fbAPI\u5229\u7528\u3001\u3068\u305d\u308c\u305e\u308c\u306e\u5f97\u610f\u5206\u91ce\u3067\u5f79\u5272\u5206\u62c5\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u3082\u3001\u904e\u5ea6\u306a\u81ea\u52d5\u5316\u3084\u65b0\u898f\u6280\u8853\u306e\u6025\u6fc0\u306a\u5c0e\u5165\u3067\u306f\u306a\u304f\u3001\u3086\u308b\u3084\u304b\u304b\u3064\u52b9\u679c\u306e\u9ad8\u3044\u3068\u3053\u308d\u304b\u3089\u306e\u5b9f\u65bd\u3068\u3044\u3046\u9762\u3067\u3082\u52b9\u679c\u7684\u3060\u3068\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f15\u304d\u7d9a\u304d\u3001\u751f\u6210AI\u3068Slack\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u4eba\u9593\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3067\u304d\u308b\u6a5f\u80fd\u3092\u8003\u3048\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u682a\u5f0f\u4f1a\u793e\u3067\u306f\u3001\u6570\u591a\u304f\u306eGoogle Cloud (\u65e7\u540d:Google Cloud Platform (GCP))\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u904b\u7528\u3057\u3066\u304a\u308a\u3001\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f5c\u6210\u3084\u65e2\u5b58\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30e1\u30f3\u30d0\u30fc [&#8230;]<\/p>\n","protected":false},"author":2,"featured_media":79102,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[779,817,31,67,208,109,42,1004,323],"tags":[],"class_list":["post-79097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-chatgpt-ai","category-higuchi","category-devops","category-gcp","category-gitlab","category-hashicorp","category-llm","category-python"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067Google Cloud\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u3092\u81ea\u52d5\u5316 #ai #llm #google #terraform #gitlab - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta 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