{"id":81766,"date":"2025-12-26T08:00:00","date_gmt":"2025-12-25T23:00:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=81766"},"modified":"2026-03-16T16:50:11","modified_gmt":"2026-03-16T07:50:11","slug":"%e3%80%90%e5%ae%9f%e4%be%8b%e6%af%94%e8%bc%83%e3%80%91project-codeguard%e3%81%a7ai%e7%94%9f%e6%88%90%e3%82%b3%e3%83%bc%e3%83%89%e3%81%ae%e3%82%bb%e3%82%ad%e3%83%a5%e3%83%aa%e3%83%86%e3%82%a3%e3%83%aa","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/81766","title":{"rendered":"\u3010\u5b9f\u4f8b\u6bd4\u8f03\u3011Project CodeGuard\u3067AI\u751f\u6210\u30b3\u30fc\u30c9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3059\u308b"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LLM\u306b\u751f\u6210\u3055\u305b\u305f\u30b3\u30fc\u30c9\u306b\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u4e0d\u5099\u304c\u591a\u3044\u3002<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c9\u751f\u6210\u3092LLM\u306b\u983c\u3063\u3066\u3044\u308b\u304c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u554f\u984c\u304c\u306a\u3044\u304b\u61f8\u5ff5\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u5341\u5206\u3067\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001LLM\u304c\u751f\u6210\u3057\u305f\u30b3\u30fc\u30c9\u3092\u305d\u306e\u307e\u307e\u4fe1\u983c\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3068\u3044\u3063\u305f\u65b9\u306f\u5272\u3068\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u61f8\u5ff5\u3084\u4e0d\u5b89\u306e\u8efd\u6e1b\u306b\u7e4b\u304c\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001<a href=\"https:\/\/github.com\/cosai-oasis\/project-codeguard\" target=\"_blank\" rel=\"noreferrer noopener\">Project CodeGuard<\/a>\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u66f4\u65b0\u5c65\u6b74<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2026\u5e743\u670816\u65e5<\/li>\n<\/ul>\n\n\n\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304cCoalition for Secure AI (CoSAI)\u306b\u79fb\u7ba1\u3055\u308c\u308b\u3088\u3046\u306a\u306e\u3067\u3001\u305d\u308c\u306b\u6cbf\u3063\u3066\u30ea\u30f3\u30af\u3001\u5f15\u7528\u5143\u7b49\u3092\u66f4\u65b0\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u514d\u8cac\u4e8b\u9805<\/h1>\n\n\n\n<p>\u672c\u8a18\u4e8b\u306fCodeGuard\u3092\u7528\u3044\u308b\u3053\u3068\u3067100%\u5b89\u5168\u306a\u30b3\u30fc\u30c9\u304c\u751f\u6210\u3055\u308c\u308b\u4fdd\u8a3c\u3092\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u306f\u5229\u7528\u3057\u305fLLM\u306e\u512a\u52a3\u3092\u8a9e\u308b\u610f\u56f3\u306f\u4e00\u5207\u3042\u308a\u307e\u305b\u3093\u3002\u512a\u52a3\u3092\u610f\u56f3\u3057\u305f\u5f15\u7528\u7b49\u306e\u30ea\u30b9\u30af\u3092\u907f\u3051\u308b\u305f\u3081\u3001\u4eca\u56de\u306fLLM\u306e\u30e2\u30c7\u30eb\u540d\u306f\u4f0f\u305b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Project CodeGuard\u306e\u6982\u8981<\/h1>\n\n\n\n<p>Project CodeGuard\u306fCoalition for Secure AI (CoSAI)\u304c\u30db\u30b9\u30c8\u3059\u308b\u3001\u5229\u7528\u3059\u308bLLM\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u3092\u6574\u5099\u3057\u3066\u3044\u304f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6210\u679c\u7269\u306f\u30eb\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u4ed6\u3001Claude Code\u306eplugin\u3068\u3044\u3063\u305f\u5f62\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u30eb\u30fc\u30eb\u3068\u3057\u3066\u3001\u300cAPI\u30ad\u30fc\u306a\u3069\u3092\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3057\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u4e0b\u8a18\u306e\u3088\u3046\u306a\u57fa\u672c\u7684\u306a\u3082\u306e\u304b\u3089\u3001\u3042\u308b\u7a0b\u5ea6\u5c02\u9580\u7684\u306a\u9805\u76ee\u307e\u3067\u6574\u5099\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"md\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"9\" data-enlighter-title=\"\" data-enlighter-group=\"\"># No Hardcoded Credentials\n\nNEVER store secrets, passwords, API keys, tokens or any other credentials directly in source code.\n\nTreat your codebase as public and untrusted. Any credential that appears in source code is compromised and must be handled through secure alternatives.\n\n#### NEVER hardcode these types of values:\n\nPasswords and Authentication:\n- Database passwords, user passwords, admin passwords\n- API keys, secret keys, access tokens, refresh tokens\n- Private keys, certificates, signing keys\n- Connection strings containing credentials\n- OAuth client secrets, webhook secrets\n- Any other credentials that could be used to access external services<\/pre>\n<cite>\u201c<a href=\"https:\/\/github.com\/cosai-oasis\/project-codeguard\/blob\/6ee43aca5456bc2dfc2ce041e40dc1e92050da3a\/sources\/core\/codeguard-1-hardcoded-credentials.md?plain=1#L9-L23\" target=\"_blank\" rel=\"noreferrer noopener\">codeguard-1-hardcoded-credentials.md<\/a>\u201d by \u201cCoalition for Secure AI (CoSAI)\u201d is licensed under <a href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\" rel=\"noreferrer noopener\">CC-BY 4.0<\/a><\/cite><\/blockquote>\n\n\n\n<p>\u30eb\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u306f\u82f1\u8a9e\u3067\u8a18\u8ff0\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u82f1\u8a9e\u306e\u89e3\u91c8\u3084\u82f1\u8a9e\u3067\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u7b49\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u65e5\u672c\u8a9e\u3092\u6271\u3046\u74b0\u5883\u306b\u304a\u3044\u3066\u3082\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u5229\u7528\u65b9\u6cd5<\/h1>\n\n\n\n<p>2025-12-25\u73fe\u5728(v1.0.1)\u306e\u5229\u7528\u65b9\u6cd5\u3092\u8f09\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u60c5\u5831\u304c\u53e4\u304f\u306a\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\u306b\u306f<a href=\"https:\/\/project-codeguard.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5bfe\u5fdc\u30c4\u30fc\u30eb\u3068\u524d\u63d0<\/h2>\n\n\n\n<p>Project CodeGuard\u306e\u30eb\u30fc\u30eb\u306f\u4e0b\u8a18\u306e\u30c4\u30fc\u30eb\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GitHub Copilot<\/li>\n\n\n\n<li>Cursor<\/li>\n\n\n\n<li>Windsurf<\/li>\n\n\n\n<li>Claude Code<\/li>\n<\/ul>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u7279\u306bCursor\u3067\u306e\u5229\u7528\u65b9\u6cd5\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>(\u4ed6\u306e\u30c4\u30fc\u30eb\u3067\u306e\u5229\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f<a href=\"https:\/\/project-codeguard.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c0e\u5165<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/cosai-oasis\/project-codeguard\" target=\"_blank\" rel=\"noreferrer noopener\">project-codeguard\/rules GitHub\u30ea\u30dd\u30b8\u30c8\u30ea<\/a>\u306e<a href=\"https:\/\/github.com\/cosai-oasis\/project-codeguard\/releases\" target=\"_blank\" rel=\"noreferrer noopener\">\u30ea\u30ea\u30fc\u30b9\u30da\u30fc\u30b8<\/a>\u3088\u308aCursor\u7528\u306e\u6700\u65b0\u30ea\u30ea\u30fc\u30b9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3002\n<ol class=\"wp-block-list\">\n<li>\u4eca\u56de\u306fv1.0.1\u306e ide-rules-cursor.zip \u3092\u53d6\u5f97\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li>Cursor\u3092\u5229\u7528\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u5c55\u958b\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0a\u3067\u5c0e\u5165\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u9020\u304c\u78ba\u8a8d\u3067\u304d\u308c\u3070\u3001\u5c0e\u5165\u306f\u6210\u529f\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>.cursor\n\u2514\u2500\u2500 rules\n    \u251c\u2500\u2500 codeguard-0-additional-cryptography.mdc\n    \u251c\u2500\u2500 codeguard-0-api-web-services.mdc\n    \u251c\u2500\u2500 codeguard-0-authentication-mfa.mdc\n    \u251c\u2500\u2500 codeguard-0-authorization-access-control.mdc\n    \u251c\u2500\u2500 codeguard-0-client-side-web-security.mdc\n    \u251c\u2500\u2500 codeguard-0-cloud-orchestration-kubernetes.mdc\n    \u251c\u2500\u2500 codeguard-0-data-storage.mdc\n    \u251c\u2500\u2500 codeguard-0-devops-ci-cd-containers.mdc\n    \u251c\u2500\u2500 codeguard-0-file-handling-and-uploads.mdc\n    \u251c\u2500\u2500 codeguard-0-framework-and-languages.mdc\n    \u251c\u2500\u2500 codeguard-0-iac-security.mdc\n    \u251c\u2500\u2500 codeguard-0-input-validation-injection.mdc\n    \u251c\u2500\u2500 codeguard-0-logging.mdc\n    \u251c\u2500\u2500 codeguard-0-mobile-apps.mdc\n    \u251c\u2500\u2500 codeguard-0-privacy-data-protection.mdc\n    \u251c\u2500\u2500 codeguard-0-safe-c-functions.mdc\n    \u251c\u2500\u2500 codeguard-0-session-management-and-cookies.mdc\n    \u251c\u2500\u2500 codeguard-0-supply-chain-security.mdc\n    \u251c\u2500\u2500 codeguard-0-xml-and-serialization.mdc\n    \u251c\u2500\u2500 codeguard-1-crypto-algorithms.mdc\n    \u251c\u2500\u2500 codeguard-1-digital-certificates.mdc\n    \u2514\u2500\u2500 codeguard-1-hardcoded-credentials.mdc<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u5229\u7528<\/h2>\n\n\n\n<p>\u5c0e\u5165\u5f8c\u306f\u7279\u306b\u610f\u8b58\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u901a\u5e38\u306eCursor\u306eAgent\u3084Chat\u3078\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u6642\u306b\u81ea\u52d5\u7684\u306b\u30eb\u30fc\u30eb\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u5229\u7528\u4f8b<\/h1>\n\n\n\n<p>CodeGuard\u306e\u30eb\u30fc\u30eb\u304c\u9069\u7528\u3055\u308c\u305f\u74b0\u5883\u3068\u9069\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u74b0\u5883\u3067\u3001\u4ee5\u4e0b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3057\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>hono\u3067API\u3092\u5b9a\u7fa9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\/my_api\u306bget\u30e1\u30bd\u30c3\u30c9\u3067\u30ea\u30af\u30a8\u30b9\u30c8\u3059\u308bAPI\u3067\u3001API\u30ad\u30fc(\"MY_API_KEY\")\u3092\u30af\u30a8\u30ea\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067\u6e21\u3059\u3068Your API key is \"MY_API_KEY\"\u3068\u8fd4\u7b54\u3059\u308b\u3082\u306e\u3067\u3059\u3002\n\u3053\u308c\u4ee5\u5916\u306eAPI\u30ad\u30fc\u304c\u9001\u4ed8\u3055\u308c\u305f\u5834\u5408\u306fHTTP 400\u3067\u62d2\u5426\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre>\n\n\n\n<p>\u3053\u308c\u306f\u3001API\u30ad\u30fc\u306e\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3092\u610f\u56f3\u7684\u306b\u8a66\u307f\u308b\u30b7\u30f3\u30d7\u30eb\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u6bd4\u8f03<\/h2>\n\n\n\n<p>\u6bd4\u8f03\u306e\u305f\u3081\u3001\u5f97\u3089\u308c\u305f\u30b3\u30fc\u30c9\u306e\u4e00\u90e8\u3092\u629c\u7c8b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u7b46\u8005\u6ce8\u300d\u3068\u30b3\u30e1\u30f3\u30c8\u304c\u66f8\u304b\u308c\u305f\u7b87\u6240\u304c\u7279\u306b\u91cd\u8981\u3067\u3059<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">CodeGuard\u7121\u3057<\/h3>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"typescript\" data-enlighter-theme=\"\" data-enlighter-highlight=\"4-5\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">app.get('\/my_api', (c) => {\n  const key = c.req.query('key')\n\n  \/\/ \u7b46\u8005\u6ce8:\u2193\u306bAPI\u30ad\u30fc\u304c\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3055\u308c\u3066\u3044\u308b\n  if (key === 'MY_API_KEY') {\n    return c.text('Your API key is \"MY_API_KEY\"')\n  } else {\n    return c.text('Bad Request', 400)\n  }\n})<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">CodeGuard\u6709\u308a<\/h3>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"typescript\" data-enlighter-theme=\"\" data-enlighter-highlight=\"7-8\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">app.get(\"\/my_api\", (c) => {\n  const apiKey = c.req.query(\"api_key\");\n\n  \/\/ \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3044\u3001API\u30ad\u30fc\u306f\u74b0\u5883\u5909\u6570\u304b\u3089\u53d6\u5f97\u3057\u307e\u3059\u3002\n  \/\/ \u30b3\u30fc\u30c9\u5185\u306b\u76f4\u63a5\u6a5f\u5bc6\u60c5\u5831\u3092\u8a18\u8ff0\u3059\u308b\u3053\u3068\u306f\u907f\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n  \/\/ \u7b46\u8005\u6ce8:API\u30ad\u30fc\u306f\u74b0\u5883\u5909\u6570MY_API_KEY\u304b\u3089\u53d6\u5f97\u3059\u308b\u5b9f\u88c5\u306b\u306a\u3063\u3066\u3044\u308b\n  const expectedKey = process.env.MY_API_KEY;\n\n  if (!expectedKey) {\n    return c.text(\"Error: MY_API_KEY environment variable is not set\", 500);\n  }\n\n  if (apiKey === expectedKey) {\n    return c.text(`Your API key is \"${apiKey}\"`);\n  }\n\n  return c.text(\"Bad Request\", 400);\n});<\/pre>\n\n\n\n<p>\u3054\u89a7\u306e\u901a\u308a\u3001\u300cAPI\u30ad\u30fc\u3092\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3059\u308b\u5b9f\u88c5\u300d\u3068\u300cAPI\u30ad\u30fc\u3092\u74b0\u5883\u5909\u6570\u304b\u3089\u53d6\u5f97\u3059\u308b\u5b9f\u88c5\u300d\u3068\u3044\u3046\u660e\u78ba\u306a\u5dee\u5206\u304c\u78ba\u8a8d\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f59\u8ac7: \u30c1\u30e3\u30c3\u30c8\u51fa\u529b\u306e\u5dee\u5206<\/h2>\n\n\n\n<p>\u8d77\u52d5\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u74b0\u5883\u5909\u6570\u306e\u8a18\u8ff0\u304c\u5897\u3048\u305f\u3053\u3068\u306b\u52a0\u3048\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u6ce8\u610f\u304c\u51fa\u529b\u3055\u308c\u305f\u70b9\u3082\u7279\u7b46\u3059\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u6ce8\u610f\n\u30b3\u30fc\u30c9\u5185\u306b\u76f4\u63a5 \"MY_API_KEY\" \u3068\u3044\u3046\u6587\u5b57\u5217\u3092\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3059\u308b\u3053\u3068\u306f\u3001\u8a8d\u8a3c\u60c5\u5831\u306e\u6f0f\u6d29\u306b\u3064\u306a\u304c\u308b\u305f\u3081\u907f\u3051\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u904b\u7528\u3067\u306f\u3001.env \u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3092\u4f7f\u7528\u3057\u3066\u74b0\u5883\u5909\u6570\u3092\u7ba1\u7406\u3057\u3001\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u3092 Git \u306a\u3069\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u304b\u3089\u9664\u5916\u3059\u308b\u3053\u3068\u3092\u5f37\u304f\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u51fa\u529b\u306f\u3001\u521d\u5fc3\u8005\u306e\u65b9\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5b66\u7fd2\u3057\u59cb\u3081\u308b\u304d\u3063\u304b\u3051\u3068\u306a\u308b\u52b9\u679c\u3082\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u304a\u308f\u308a\u306b<\/h1>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306fLLM\u304c\u751f\u6210\u3059\u308b\u30b3\u30fc\u30c9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u554f\u984c\u306e\u8efd\u6e1b\u306b\u7e4b\u304c\u308bProject CodeGuard\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u95a2\u9023\u306e\u61f8\u5ff5\u3084\u4e0d\u5b89\u3092\u8efd\u6e1b\u3059\u308b\u4e00\u52a9\u3068\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u3068\u3044\u3063\u305f\u65b9\u306f\u5272\u3068\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u672c\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u61f8\u5ff5\u3084\u4e0d\u5b89\u306e\u8efd\u6e1b\u306b\u7e4b\u304c\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001Project CodeGuard\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u66f4\u65b0\u5c65\u6b74 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304cCoalition for Se [&#8230;]<\/p>\n","protected":false},"author":150,"featured_media":81781,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[779,985,817,889],"tags":[126,1027,1140,970,358],"class_list":{"0":"post-81766","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-ai","8":"category-ai-driven-dev","9":"category-chatgpt-ai","10":"category-h-kanno","11":"tag-ai","13":"tag-claude-code","14":"tag-cursor","15":"tag-358"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010\u5b9f\u4f8b\u6bd4\u8f03\u3011Project CodeGuard\u3067AI\u751f\u6210\u30b3\u30fc\u30c9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3059\u308b - Tech 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content=\"https:\/\/www.facebook.com\/creationline\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/HiKanno\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-25T23:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-16T07:50:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2025\/12\/codeguard-scaled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1446\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"\u83c5\u91ce \u6d0b\u4fe1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@creationline\" \/>\n<meta name=\"twitter:site\" content=\"@creationline\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" 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