{"id":26209,"date":"2025-12-03T00:24:46","date_gmt":"2025-12-03T00:24:46","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=26209"},"modified":"2025-12-03T00:24:46","modified_gmt":"2025-12-03T00:24:46","slug":"ai%e3%81%afe2e%e3%83%86%e3%82%b9%e3%83%88%e6%92%b2%e6%bb%85%e3%81%ae%e5%a4%a2%e3%82%92%e8%a6%8b%e3%82%8b%e3%81%8b%ef%bc%9f-%e3%82%ab%e3%83%9f%e3%83%8a%e3%82%b7-%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/26209\/","title":{"rendered":"AI\u306fE2E\u30c6\u30b9\u30c8\u64b2\u6ec5\u306e\u5922\u3092\u898b\u308b\u304b\uff1f &#8211; \u30ab\u30df\u30ca\u30b7 \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0"},"content":{"rendered":"\n<\/p>\n<div>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"AI\u306fE2E\u30c6\u30b9\u30c8\u64b2\u6ec5\u306e\u5922\u3092\u898b\u308b\u304b\uff1f\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/kaminashi-developer\/20251201\/20251201184959.png\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>AI\u306fE2E\u30c6\u30b9\u30c8\u64b2\u6ec5\u306e\u5922\u3092\u898b\u308b\u304b\uff1f<\/figcaption><\/figure>\n<\/p>\n<p>\u304a\u306f\u3088\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u30ab\u30df\u30ca\u30b7\u3067\u30b7\u30cb\u30a2\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3092\u62c5\u5f53\u3057\u3066\u3044\u308b <a target=\"_blank\" href=\"https:\/\/x.com\/daipresents\/\">daipresents<\/a> \u3067\u3059\u3002\u606f\u5b50\u304c\u3051\u3093\u7389\u306b\u30cf\u30de\u308a\u3001\u5b9a\u671f\u7684\u306b\u30dc\u30fc\u30eb\u3092\u3076\u3064\u3051\u3089\u308c\u3066\u75db\u3044\u601d\u3044\u3092\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>\u50d5\u306f\u666e\u6bb5\u3001\u300c\u30ab\u30df\u30ca\u30b7 \u6559\u80b2\u300d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30de\u30cd\u30fc\u30b8\u30e3\u3082\u62c5\u5f53\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306e\u4e2d\u3067\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u3068\u4e00\u7dd2\u306b\u3001\u958b\u767a\u3055\u308c\u305f\u6a5f\u80fd\u306e\u53d7\u3051\u5165\u308c\u30c6\u30b9\u30c8\u3082\u624b\u4f1d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u65b0\u3057\u3044\u5909\u5316\u3092\u53d7\u3051\u5165\u308c\u308b\u3068\u3068\u3082\u306b\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u5168\u822c\u306e\u6319\u52d5\u3082\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3001\u5c11\u3057\u524d\u306bE2E\u3092\u6574\u5099\u3057\u306f\u3058\u3081\u307e\u3057\u305f\u3002<\/p>\n<p>E2E\u30c6\u30b9\u30c8\u306e\u6574\u5099\u306f\u3001\u4ed5\u4e8b\u67c4\u3044\u308d\u3044\u308d\u3084\u3063\u3066\u304d\u305f\u306e\u3067\u3059\u304c\u3001AI\u306e\u6d3b\u7528\u304c\u5287\u7684\u306b\u5e83\u304c\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4eca\u56de\u306f\u3001\u81ea\u5206\u306f\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u305a\u3001E2E\u30c6\u30b9\u30c8\u306e\u3059\u3079\u3066\u3092AI\u306b\u4f5c\u3063\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"AI\u3092\u4f7f\u3063\u305fE2E\u30c6\u30b9\u30c8\u4f5c\u6210\">AI\u3092\u4f7f\u3063\u305fE2E\u30c6\u30b9\u30c8\u4f5c\u6210<\/h2>\n<p>\u4eca\u56de\u4f5c\u6210\u3057\u305f\u306e\u306f\u3001Web\u30a2\u30d7\u30ea\u5411\u3051\u306eE2E\u30c6\u30b9\u30c8\u3067\u3059\u3002\u6280\u8853\u7684\u306b\u306fSelenium\u304b\u3089Playwright\u3078\u306e\u6280\u8853\u5909\u63db\u304c\u9032\u307f\u3001\u6210\u719f\u304c\u9032\u3093\u3067\u304d\u305f\u9818\u57df\u3067\u3059\u3002<\/p>\n<p>\u4f5c\u308a\u65b9\u306f\u3044\u308d\u3044\u308d\u65b9\u6cd5\u304c\u3042\u308a\u305d\u3046\u3067\u3059\u304c\u3001\u81ea\u5206\u3067\u30b3\u30fc\u30c9\u3092\u66f8\u3044\u3066\u3044\u305f\u6642\u4ee3\u306e\u540d\u6b8b\u3092\u3082\u3068\u306b\u3001AI\u3067\u697d\u3092\u3059\u308b\u65b9\u6cd5\u3092\u8a66\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u50d5\u3082\u3069\u3053\u304b\u3067\u3044\u308d\u3044\u308d\u8a66\u305d\u3046\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u3082\u3063\u3068\u3044\u3044\u65b9\u6cd5\u304c\u3042\u308c\u3070\u305c\u3072\u6559\u3048\u3066\u4e0b\u3055\u3044\u30fc\u3002<\/p>\n<p>\u4eca\u56de\u306eE2E\u30c6\u30b9\u30c8\u4f5c\u6210\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u3067\u3059\u3002<\/p>\n<ol>\n<li>\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u308b<\/li>\n<li>\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b<\/li>\n<li>\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3059\u308b<\/li>\n<\/ol>\n<h2 id=\"\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u308b\">\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u308b<\/h2>\n<p>\u30b7\u30ca\u30ea\u30aa\u306f\u4e00\u9023\u306e\u30e6\u30fc\u30b6\u64cd\u4f5c\u306e\u6d41\u308c\u3067\u3059\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u3067\u3042\u308c\u3070\u3001\u60f3\u5b9a\u3057\u3066\u3044\u308b\u3044\u304f\u3064\u304b\u306e\u64cd\u4f5c\u306e\u6d41\u308c\u304c\u3042\u308b\u306f\u305a\u306a\u306e\u3067\u3001\u305d\u308c\u306b\u3042\u308f\u305b\u305f\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u300c\u3042\u308c\u3082\u30ab\u30d0\u30fc\u3057\u305f\u3044\u300d\u3001\u300c\u3053\u308c\u3082\u30ab\u30d0\u30fc\u3057\u305f\u3044\u300d\u3068\u306a\u308b\u3068\u3001\u30b7\u30ca\u30ea\u30aa\u6570\u304c\u3069\u3093\u3069\u3093\u5897\u3048\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u6700\u521d\u306f\u300c\u3053\u308c\u304c\u52d5\u304b\u306a\u3044\u3068\u307e\u305a\u3044\u3084\u308d\u300d\u30ec\u30d9\u30eb\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u4e00\u672c\u3060\u3051\u4f5c\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<blockquote>\n<p>\u4f8b\uff1a Google\u691c\u7d22\u3067\u3042\u308c\u3070\u3001\u691c\u7d22\u30da\u30fc\u30b8\u3067\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u3001\u691c\u7d22\u7d50\u679c\u306b\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u305d\u306e\u30da\u30fc\u30b8\u3092\u958b\u304f<\/p>\n<\/blockquote>\n<p>\u4eca\u56de\u3082\u3001\u7ba1\u7406\u8005\u3068\u3057\u3066\u30c7\u30fc\u30bf\u3092\u4f5c\u308a\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u30e6\u30fc\u30b6\u304c\u5229\u7528\u3057\u3001\u5229\u7528\u3057\u305f\u72b6\u6cc1\u3092\u7ba1\u7406\u8005\u304c\u78ba\u8a8d\u3059\u308b\u30fb\u30fb\u30fb\u3068\u3044\u3063\u305f\u6d41\u308c\u3092E2E\u306e\u30b7\u30ca\u30ea\u30aa\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\">\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b<\/h2>\n<p>\u5b9f\u7269\u3092\u304a\u898b\u305b\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3053\u3093\u306a\u611f\u3058\u3067\u3059\u3002<\/p>\n<pre class=\"code lang-markdown\" data-lang=\"markdown\" data-unlink=\"\">Playwrithg + TypeScript\u3092\u4f7f\u3063\u305fE2E\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u30d6\u30ed\u30b0\u306b\u30b3\u30fc\u30c9\u3092\u63b2\u8f09\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\n\n\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u3057\u3066\u306f\u3053\u3053\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\nhttps:\/\/playwright.dev\/docs\/best-practices\n\nPOM\u306e\u8003\u3048\u65b9\u3082\u8a2d\u8a08\u306e\u53c2\u8003\u306b\u306a\u308b\u306f\u305a\u3067\u3059\nhttps:\/\/playwright.dev\/docs\/pom\n\n\u8981\u7d20\u3092\u5b89\u5b9a\u5316\u3055\u305b\u308b\u305f\u3081\u306bAuto-waiting\u3082\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3068\u304f\u306b\u3001\u8981\u7d20\u306e\u8868\u793a\u3092\u5f85\u3064\u5834\u5408\u306f\u3001WaitFor\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3046\u3068\u8981\u7d20\u306e\u518d\u53d6\u5f97\u3092\u884c\u308f\u306a\u3044\u306e\u3067\u3001\u6700\u521d\u306e\u8981\u7d20\u53d6\u5f97\u306b\u5931\u6557\u3057\u305f\u5834\u5408\u306bWait\u3059\u308b\u3060\u3051\u6642\u9593\u306e\u7121\u99c4\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002Expcet\u3068ToBeVisible\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3046\u306a\u3069\u843d\u3061\u306b\u304f\u3044\u5de5\u592b\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002\nhttps:\/\/playwright.dev\/docs\/actionability\n\n\u307e\u305a\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u74b0\u5883\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n<\/pre>\n<p>\u4e0a\u8a18\u306e\u547d\u4ee4\u306e\u7d50\u679c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d5\u30a1\u30a4\u30eb\u69cb\u6210\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-markdown\" data-lang=\"markdown\" data-unlink=\"\">playwright-e2e-sample\/\n\u251c\u2500\u2500 .github\/\n\u2502   \u2514\u2500\u2500 copilot-instructions.md    # \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8aac\u660e\u3068\u30ac\u30a4\u30c9\n\u251c\u2500\u2500 .vscode\/\n\u2502   \u2514\u2500\u2500 tasks.json                 # VS Code \u30bf\u30b9\u30af\u8a2d\u5b9a\n\u251c\u2500\u2500 pages\/                         # Page Object Model\n\u2502   \u251c\u2500\u2500 BasePage.ts               # \u5171\u901a\u6a5f\u80fd\u306e\u30d9\u30fc\u30b9\u30af\u30e9\u30b9\n\u2502   \u251c\u2500\u2500 HomePage.ts               # \u30db\u30fc\u30e0\u30da\u30fc\u30b8\u306ePOM\n\u2502   \u2514\u2500\u2500 DocsPage.ts               # \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30da\u30fc\u30b8\u306ePOM\n\u251c\u2500\u2500 tests\/                         # \u30c6\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\n\u2502   \u251c\u2500\u2500 home.spec.ts              # \u30db\u30fc\u30e0\u30da\u30fc\u30b8\u30c6\u30b9\u30c8\n\u2502   \u251c\u2500\u2500 docs.spec.ts              # \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30da\u30fc\u30b8\u30c6\u30b9\u30c8\n\u2502   \u2514\u2500\u2500 advanced.spec.ts          # \u9ad8\u5ea6\u306a\u30c6\u30b9\u30c8\u624b\u6cd5\n\u251c\u2500\u2500 utils\/\n\u2502   \u2514\u2500\u2500 TestUtils.ts              # \u30c6\u30b9\u30c8\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\n\u251c\u2500\u2500 playwright.config.ts          # Playwright\u8a2d\u5b9a\uff08\u8907\u6570\u30d6\u30e9\u30a6\u30b6\u5bfe\u5fdc\uff09\n\u251c\u2500\u2500 package.json                  # \u4f9d\u5b58\u95a2\u4fc2\u3068\u30b9\u30af\u30ea\u30d7\u30c8\n\u251c\u2500\u2500 tsconfig.json                 # TypeScript\u8a2d\u5b9a\n\u251c\u2500\u2500 README.md                     # \u8a73\u7d30\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\n\u2514\u2500\u2500 .gitignore\n<\/pre>\n<p>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306a\u306e\u3067Util\u3068\u304b\u30b5\u30f3\u30d7\u30eb\u30c6\u30b9\u30c8\u3068\u304b\u5fc5\u8981\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u3061\u3083\u3093\u3068Page Object Model\uff08POM\uff09\u3092\u4f7f\u3063\u305f\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u8ce2\u3044\u3002<\/p>\n<pre class=\"code lang-typescript\" data-lang=\"typescript\" data-unlink=\"\">\n<span class=\"synSpecial\">export<\/span> <span class=\"synSpecial\">abstract<\/span> <span class=\"synStatement\">class<\/span> BasePage <span class=\"synIdentifier\">{<\/span>\n  <span class=\"synStatement\">protected<\/span> <span class=\"synIdentifier\">page<\/span>: <span class=\"synIdentifier\">Page<\/span>;\n\n  <span class=\"synIdentifier\">constructor<\/span>(<span class=\"synPreProc\">page<\/span>:<span class=\"synPreProc\"> <\/span><span class=\"synIdentifier\">Page<\/span>) <span class=\"synIdentifier\">{<\/span>\n    <span class=\"synType\">this<\/span>.page = page;\n  <span class=\"synIdentifier\">}<\/span>\n\n  \n\n\n  <span class=\"synStatement\">async<\/span> <span class=\"synIdentifier\">goto<\/span>(<span class=\"synPreProc\">url<\/span>:<span class=\"synPreProc\"> <\/span><span class=\"synType\">string<\/span>): <span class=\"synIdentifier\">Promise<\/span>&lt;<span class=\"synType\">void<\/span>&gt; <span class=\"synIdentifier\">{<\/span>\n    <span class=\"synStatement\">await<\/span> <span class=\"synType\">this<\/span>.page.goto(url);\n  <span class=\"synIdentifier\">}<\/span>\n\n  \n\n\n  <span class=\"synStatement\">async<\/span> <span class=\"synIdentifier\">waitForLoad<\/span>(): <span class=\"synIdentifier\">Promise<\/span>&lt;<span class=\"synType\">void<\/span>&gt; <span class=\"synIdentifier\">{<\/span>\n    <span class=\"synStatement\">await<\/span> <span class=\"synType\">this<\/span>.page.waitForLoadState(<span class=\"synConstant\">'networkidle'<\/span>);\n  <span class=\"synIdentifier\">}<\/span>\n  \n  <span class=\"synIdentifier\">\u30fb\u30fb\u30fb<\/span>\n<\/pre>\n<p>\u3072\u3068\u307e\u305a\u571f\u53f0\u304c\u3067\u304d\u305f\u306e\u3067\u3001\u65e9\u901f\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u547d\u4ee4\u3057\u3066\u3082\u4f5c\u6210\u53ef\u80fd\u3067\u3059\u304c\u3001\u958b\u767a\u4e2d\u306e\u753b\u9762\u3060\u3068\u30ed\u30b0\u30a4\u30f3\u3092\u7a81\u7834\u3057\u305f\u308a\u3001\u958b\u767a\u74b0\u5883\u306b\u30a2\u30af\u30bb\u30b9\u3055\u305b\u305f\u308a\u3044\u308d\u3044\u308d\u8003\u3048\u308b\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u4eca\u56de\u306f\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u3044\u3046\u624b\u6bb5\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/kaminashi-developer\/20251201\/20251201185421.png\" width=\"253\" height=\"171\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>Playwright\u306eVSCode\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u3044\u308c\u308b\u3068\u3001\u4e0a\u8a18\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u300cRecord new\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p>\u3059\u308b\u3068\u3001\u300ctest-1.spec.ts\u300d\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u3001\u30d6\u30e9\u30a6\u30b6\u304c\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/kaminashi-developer\/20251201\/20251201185345.png\" width=\"1200\" height=\"665\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u59cb\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u30d6\u30e9\u30a6\u30b6\u306eURL\u306b\u300cgoogle.co.jp\u300d\u3092\u5165\u529b\u3057\u3066\u958b\u304f\u3068\u3001\u30b3\u30fc\u30c9\u3068\u3057\u3066\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>E2E\u30c6\u30b9\u30c8\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u3001\u753b\u9762\u3092\u958b\u304d\u3001\u30dd\u30c1\u30dd\u30c1\u64cd\u4f5c\u3059\u308b\u3060\u3051\u306e\u7c21\u5358\u306a\u304a\u4ed5\u4e8b\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3001\u3053\u308c\u3060\u3051\u3060\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u64cd\u4f5c\u304c\u3064\u3089\u3064\u3089\u3068\u8a18\u9332\u3055\u308c\u308b\u3060\u3051\u306e\u30d5\u30e9\u30c3\u30c8\u306a\u30b3\u30fc\u30c9\u69cb\u9020\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-typescript\" data-lang=\"typescript\" data-unlink=\"\"><span class=\"synStatement\">await<\/span> page.goto(<span class=\"synConstant\">'https:\/\/www.google.com\/?zx=1764579693207&amp;no_sw_cr=1'<\/span>);\n<span class=\"synStatement\">await<\/span> page.getByRole(<span class=\"synConstant\">'combobox'<\/span>, <span class=\"synIdentifier\">{<\/span> <span class=\"synStatement\">name<\/span>: <span class=\"synConstant\">'\u691c\u7d22'<\/span> <span class=\"synIdentifier\">}<\/span>).click();\n<span class=\"synStatement\">await<\/span> page.getByRole(<span class=\"synConstant\">'combobox'<\/span>, <span class=\"synIdentifier\">{<\/span> <span class=\"synStatement\">name<\/span>: <span class=\"synConstant\">'\u691c\u7d22'<\/span> <span class=\"synIdentifier\">}<\/span>).<span class=\"synStatement\">fill<\/span>(<span class=\"synConstant\">'\u30ab\u30df\u30ca\u30b7'<\/span>);\n<span class=\"synStatement\">await<\/span> page.getByRole(<span class=\"synConstant\">'button'<\/span>, <span class=\"synIdentifier\">{<\/span> <span class=\"synStatement\">name<\/span>: <span class=\"synConstant\">'Google \u691c\u7d22'<\/span> <span class=\"synIdentifier\">}<\/span>).first().click();\n<span class=\"synStatement\">await<\/span> <span class=\"synIdentifier\">expect<\/span>(page.getByRole(<span class=\"synConstant\">'link'<\/span>, <span class=\"synIdentifier\">{<\/span> <span class=\"synStatement\">name<\/span>: <span class=\"synConstant\">'\u73fe\u5834DX\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300c\u30ab\u30df\u30ca\u30b7\u300d\uff5c\u5168\u56fd17,000'<\/span> <span class=\"synIdentifier\">}<\/span>)).toBeVisible();\n<\/pre>\n<p>\u3053\u308c\u3067\u3082\u52d5\u4f5c\u306b\u554f\u984c\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u753b\u9762\u304c\u5909\u308f\u3063\u305f\u308a\u6a5f\u80fd\u304c\u5897\u3048\u305f\u308a\u3059\u308b\u3068\u3001\u30c6\u30b9\u30c8\u306b\u5931\u6557\u3059\u308b\u30ea\u30b9\u30af\u304c\u4e0a\u304c\u3063\u305f\u308a\u3001\u904b\u7528\u4fdd\u5b88\u304c\u7169\u96d1\u306b\u306a\u3063\u305f\u308a\u3059\u308b\u305f\u3081\u3001<a target=\"_blank\" href=\"https:\/\/playwright.dev\/docs\/pom\">Page Object Model<\/a> \uff08\u901a\u79f0POM)\u306e\u3088\u3046\u306a\u69cb\u9020\u5316\u304c\u4e00\u822c\u7684\u306b\u5fc5\u8981\u306b\u306a\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3059\u308b\">\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3059\u308b<\/h2>\n<p>\u524d\u8ff0\u306e\u901a\u308a\u3001\u3053\u306e\u307e\u307e\u3060\u3068\u904b\u7528\u4fdd\u5b88\u304c\u5927\u5909\u306b\u306a\u308b\u306e\u3067\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u6614\u524d\u306f\u3001\u300c\u753b\u9762\uff08\u30da\u30fc\u30b8\uff09\u300d\u3092\u5b9a\u7fa9\u3057\u3001\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u308b\u8981\u7d20\u3084\u4e00\u90e8\u306e\u64cd\u4f5c\u3092\u9589\u3058\u8fbc\u3081\u3066\u3044\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u6700\u8fd1\u3067\u306fAI\u306e\u529b\u3092\u304a\u501f\u308a\u3067\u304d\u308b\u306e\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3084\u308a\u65b9\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-markdown\" data-lang=\"markdown\" data-unlink=\"\"><span class=\"synSpecial\">#<\/span> \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\nVS Code\u306ePlaywright\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u3063\u3066\u3001Playwright\u3067\u30b7\u30ca\u30ea\u30aa\u3092\u4e00\u901a\u308a\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u8a00\u8a9e\u306fTypeScript\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002\n\n\u3057\u304b\u3057\u3001\u3053\u306e\u65b9\u6cd5\u3060\u3068\u64cd\u4f5c\u304c\u5e73\u5766\u306b\u4e26\u3076\u3060\u3051\u3067\u3001\u753b\u9762\u306e\u30c7\u30b6\u30a4\u30f3\u4fee\u6b63\u3084\u6a5f\u80fd\u8ffd\u52a0\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u5909\u66f4\u304c\u96e3\u3057\u304f\u306a\u3063\u3066\u3044\u304d\u307e\u3059\u3002\n\n\u3088\u3063\u3066\u3001Page Object Model\uff08POM\uff09\u306e\u8003\u3048\u65b9\u3092\u53c2\u8003\u306b\u3001\u753b\u9762\u3092\u69cb\u9020\u5316\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5316\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\n\nPOM\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8cc7\u6599\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\nPOM\u306b\u3064\u3044\u3066: https:\/\/playwright.dev\/docs\/pom\n\n\u4eca\u56de\u306f\u3001\u691c\u7d22\u753b\u9762\u3068\u691c\u7d22\u7d50\u679c\u753b\u9762\u306e\u30b7\u30ca\u30ea\u30aa\u306a\u306e\u3067\u3001\u3053\u306e2\u753b\u9762\u3092\u5bfe\u8c61\u306b\u3001POM\u3092\u4f5c\u6210\u3057\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3057\u3084\u3059\u3044\u30b3\u30fc\u30c9\u306b\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u306a\u304a\u3001POM\u306f src\/pages \u30d5\u30a9\u30eb\u30c0\u306b\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\nPOM\u306f pages \u30d5\u30a9\u30eb\u30c0\u306b\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/pre>\n<p>\u6700\u521d\u306f\u601d\u3044\u901a\u308a\u306bPOM\u3092\u4f5c\u3063\u3066\u304f\u308c\u306a\u3044\u90e8\u5206\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u547d\u4ee4\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u3044\u304f\u3068\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u3082\u306e\u304c\u751f\u307e\u308c\u307e\u3059\u3002\u4eca\u56de\u306e\u5834\u5408\u3060\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c6\u30b9\u30c8\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"code lang-typescript\" data-lang=\"typescript\" data-unlink=\"\"><span class=\"synIdentifier\">test<\/span>.describe(<span class=\"synConstant\">'Google\u691c\u7d22\u30c6\u30b9\u30c8 - POM\u30d1\u30bf\u30fc\u30f3\u9069\u7528'<\/span>, ()<span class=\"synPreProc\"> <\/span><span class=\"synType\">=&gt;<\/span> <span class=\"synIdentifier\">{<\/span>\n  <span class=\"synIdentifier\">test<\/span>(<span class=\"synConstant\">'\u30ab\u30df\u30ca\u30b7\u3092\u691c\u7d22\u3057\u3066\u7d50\u679c\u3092\u78ba\u8a8d'<\/span>, <span class=\"synStatement\">async<\/span> (<span class=\"synPreProc\">{ page }<\/span>)<span class=\"synPreProc\"> <\/span><span class=\"synType\">=&gt;<\/span> <span class=\"synIdentifier\">{<\/span>\n    \n    <span class=\"synIdentifier\">const<\/span> searchPage = <span class=\"synIdentifier\">new<\/span> GoogleSearchPage(page);\n    <span class=\"synIdentifier\">const<\/span> resultsPage = <span class=\"synIdentifier\">new<\/span> GoogleSearchResultsPage(page);\n\n    \n    <span class=\"synStatement\">await<\/span> searchPage.navigate();\n    <span class=\"synStatement\">await<\/span> searchPage.verifyPageTitle();\n\n    \n    <span class=\"synStatement\">await<\/span> searchPage.<span class=\"synStatement\">search<\/span>(<span class=\"synConstant\">'\u30ab\u30df\u30ca\u30b7'<\/span>);\n\n    \n    <span class=\"synStatement\">await<\/span> resultsPage.waitForPageLoad();\n\n    \n    <span class=\"synStatement\">await<\/span> resultsPage.verifySearchResultVisible(<span class=\"synConstant\">'\u73fe\u5834DX\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300c\u30ab\u30df\u30ca\u30b7\u300d\uff5c\u5168\u56fd17,000'<\/span>);\n\n    \n    <span class=\"synStatement\">await<\/span> resultsPage.verifyResultsExist();\n\n    \n    <span class=\"synStatement\">await<\/span> resultsPage.verifyPageTitleContainsKeyword(<span class=\"synConstant\">'\u30ab\u30df\u30ca\u30b7'<\/span>);\n\n    \n    <span class=\"synStatement\">await<\/span> resultsPage.verifyURLContainsSearchParams(<span class=\"synConstant\">'\u30ab\u30df\u30ca\u30b7'<\/span>);\n  <span class=\"synIdentifier\">}<\/span>);\n  \n  \u30fb\u30fb\u30fb\n<\/pre>\n<p>POM\u3092\u4f7f\u3063\u3066\u30b9\u30c3\u30ad\u30ea\u3057\u305f\u5f62\u306b\u306a\u308a\u307e\u3057\u305f\u306d\u3002\u300c\u64cd\u4f5c\u3084\u78ba\u8a8d\u3054\u3068\u306bstep\u30e1\u30bd\u30c3\u30c9\u3092\u3044\u308c\u305f\u3044\u3067\u3059\u300d\u675c\u660e\u793c\u3059\u308c\u3070\u3001Step\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066\u30ed\u30b0\u304c\u898b\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-typescript\" data-lang=\"typescript\" data-unlink=\"\"><span class=\"synStatement\">await<\/span> <span class=\"synIdentifier\">test<\/span>.step(<span class=\"synConstant\">'Google\u691c\u7d22\u753b\u9762\u306b\u30a2\u30af\u30bb\u30b9'<\/span>, <span class=\"synStatement\">async<\/span> ()<span class=\"synPreProc\"> <\/span><span class=\"synType\">=&gt;<\/span> <span class=\"synIdentifier\">{<\/span>\n  <span class=\"synStatement\">await<\/span> searchPage.navigate();\n  <span class=\"synStatement\">await<\/span> searchPage.verifyPageTitle();\n<span class=\"synIdentifier\">}<\/span>);\n\n<span class=\"synStatement\">await<\/span> <span class=\"synIdentifier\">test<\/span>.step(<span class=\"synConstant\">'\u300c\u30ab\u30df\u30ca\u30b7\u300d\u3067\u691c\u7d22\u5b9f\u884c'<\/span>, <span class=\"synStatement\">async<\/span> ()<span class=\"synPreProc\"> <\/span><span class=\"synType\">=&gt;<\/span> <span class=\"synIdentifier\">{<\/span>\n  <span class=\"synStatement\">await<\/span> searchPage.<span class=\"synStatement\">search<\/span>(<span class=\"synConstant\">'\u30ab\u30df\u30ca\u30b7'<\/span>);\n<span class=\"synIdentifier\">}<\/span>);\n\n<span class=\"synStatement\">await<\/span> <span class=\"synIdentifier\">test<\/span>.step(<span class=\"synConstant\">'\u691c\u7d22\u7d50\u679c\u753b\u9762\u306e\u8aad\u307f\u8fbc\u307f\u5b8c\u4e86\u3092\u5f85\u6a5f'<\/span>, <span class=\"synStatement\">async<\/span> ()<span class=\"synPreProc\"> <\/span><span class=\"synType\">=&gt;<\/span> <span class=\"synIdentifier\">{<\/span>\n  <span class=\"synStatement\">await<\/span> resultsPage.waitForPageLoad();\n<span class=\"synIdentifier\">}<\/span>);\n<\/pre>\n<p>\u4eca\u56de\u306e\u4f8b\u3060\u3068\u3001\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u305f\u5185\u5bb9\u3092\u30ea\u30d5\u30a1\u30af\u30bf\u3057\u3066\u3044\u307e\u3059\u304c\u3001E2E\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u30da\u30fc\u30b8\u306eHTML\u3092\u81ea\u52d5\u4fdd\u5b58\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u66f8\u304f\u3053\u3068\u3067\u3001\u7c21\u6613\u7684\u306a\u81ea\u52d5\u4fee\u5fa9\u3082\u3067\u304d\u305d\u3046\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3053\u3093\u306a\u304b\u3093\u3058\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<ol>\n<li>E2E\u3092\u5b9f\u884c\u3059\u308b<\/li>\n<li>\u753b\u9762\u5909\u66f4\u306e\u305f\u3081\u30e6\u30fc\u30b6\u4e00\u89a7\u30da\u30fc\u30b8\u3067\u30c6\u30b9\u30c8\u306b\u5931\u6557<\/li>\n<li>\u30c6\u30b9\u30c8\u306b\u5931\u6557\u3057\u305f\u3068\u304d\u306e\u753b\u9762\u306eHTML\u3092\u4fdd\u5b58<\/li>\n<li>HTML\u3092\u5206\u6790\u3057\u3066POM\u3068E2E\u30c6\u30b9\u30c8\u306b\u53cd\u6620<\/li>\n<li>\u518d\u5b9f\u884c\u30fb\u30fb\u30fb<\/li>\n<\/ol>\n<h2 id=\"E2E\u306e\u5b89\u5b9a\u5316\">E2E\u306e\u5b89\u5b9a\u5316<\/h2>\n<p>E2E\u304c\u4e0d\u5b89\u5b9a\u306a\u7406\u7531\u306e\u307b\u3068\u3093\u3069\u304c\u300cHTML\u306e\u63cf\u753b\u30bf\u30a4\u30df\u30f3\u30b0\u300d\u306e\u554f\u984c\u3067\u3059\u3002\u8907\u96d1\u306aWeb\u753b\u9762\u304c\u3042\u305f\u308a\u307e\u3048\u306b\u306a\u308a\u3001\u63cf\u753b\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3084\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u6642\u5dee\u306b\u3088\u3063\u3066\u3001\u3046\u307e\u304f\u64cd\u4f5c\u3067\u304d\u305a\u306b\u30c6\u30b9\u30c8\u306b\u5931\u6557\u3057\u307e\u3059\u3002<\/p>\n<p>Playwright\u306e\u5834\u5408\u306f\u3001<a target=\"_blank\" href=\"https:\/\/playwright.dev\/docs\/actionability\">Auto-Waiting<\/a> \u3068\u3044\u3046\u6a5f\u80fd\u304c\u3042\u308a\u3001\u300c\u8981\u7d20\u304c\u8868\u793a\u3055\u308c\u308b\u307e\u3067\u5f85\u3064\u300d\u3068\u3044\u3063\u305f\u52d5\u4f5c\u3092\u81ea\u52d5\u3067\u884c\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u305f\u72b6\u614b\u3060\u3068\u305d\u3053\u307e\u3067\u914d\u616e\u3055\u308c\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u547d\u4ee4\u3067\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-markdown\" data-lang=\"markdown\" data-unlink=\"\"><span class=\"synSpecial\">#<\/span> \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f8b\n\u30c6\u30b9\u30c8\u3092\u5b89\u5b9a\u5316\u3055\u305b\u305f\u3044\u306e\u3067\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n<span class=\"synStatement\">1.<\/span> Auto-Waiting\u3092\u6d3b\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u53c2\u8003\u8cc7\u6599\u306f\u4ee5\u4e0b\u3067\u3059\u3002\n\nAuto-Waiting\u306e\u53c2\u8003\u8cc7\u6599\uff1a https:\/\/playwright.dev\/docs\/actionability\n\n\u3053\u3053\u306b\u767b\u5834\u3059\u308b\u30e1\u30bd\u30c3\u30c9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8981\u7d20\u306e\u64cd\u4f5c\u3084\u78ba\u8a8d\u304c\u5b89\u5b9a\u5316\u3057\u307e\u3059\u3002\n\n<span class=\"synStatement\">2.<\/span> Playwright \u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u53cd\u6620\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u53c2\u8003\u8cc7\u6599\u306f\u4ee5\u4e0b\u3067\u3059\u3002\n\n\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u53c2\u8003\u8cc7\u6599\uff1a https:\/\/playwright.dev\/docs\/best-practices\n\n\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u3088\u308a\u30c6\u30b9\u30c8\u304c\u5f37\u56fa\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002\n<\/pre>\n<p>Playwright\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306f\u3068\u3066\u3082\u3088\u304f\u307e\u3068\u307e\u3063\u305f\u8cc7\u6599\u306a\u306e\u3067\u3001\u6614<a target=\"_blank\" href=\"https:\/\/daipresents.com\/2024\/04\/15\/playwright-best-practices\/\">\u7ffb\u8a33\u3092\u3057\u305f\u3053\u3068\u3082\u3042\u308a\u307e\u3057\u305f\u304c<\/a>\u3001AI\u304c\u89e3\u91c8\u3057\u3066\u304f\u308c\u308b\u306e\u3067URL\u3092\u305d\u306e\u307e\u307e\u6e21\u305b\u3066\u3059\u3063\u3054\u304f\u4fbf\u5229\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u7cfb\u306e\u6587\u7ae0\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u305f\u304f\u3055\u3093\u3042\u308b\u306e\u3067\u3001\u6c17\u306b\u5165\u3063\u305f\u3082\u306e\u3092AI\u306b\u6559\u3048\u308b\u4f5c\u6226\u3082\u3067\u304d\u305d\u3046\u3067\u3059\u3002<\/p>\n<ol>\n<li><a target=\"_blank\" href=\"https:\/\/docs.gitlab.com\/development\/testing_guide\/end_to_end\/best_practices\/\">End-to-end testing Best Practices by GitLab<\/a><\/li>\n<li><a target=\"_blank\" href=\"https:\/\/www.testim.io\/blog\/end-to-end-testing-best-practices\/\">7 Essential End-to-End Testing Best Practices<br \/>\nby Testim<\/a><\/li>\n<li><a target=\"_blank\" href=\"https:\/\/docs.cypress.io\/app\/core-concepts\/best-practices\">Best Practices by Cypress<\/a><\/li>\n<\/ol>\n<p>\u793e\u5185\u306eSET\u7d4c\u9a13\u8005\u306e\u65b9\u306b\u3001<a target=\"_blank\" href=\"https:\/\/github.com\/mskelton\/eslint-plugin-playwright\">Playwright\u7528ESLint\u30d7\u30e9\u30b0\u30a4\u30f3<\/a>\u3092\u6559\u3048\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002\u9759\u7684\u89e3\u6790\u3067\u54c1\u8cea\u3092\u9ad8\u3081\u3066\u3044\u304f\u624b\u3082\u3042\u308a\u307e\u3059\u306d\u30fc\u3002<\/p>\n<h2 id=\"E2E\u306e\u4fee\u6b63\">E2E\u306e\u4fee\u6b63<\/h2>\n<p>E2E\u306e\u4f5c\u6210\u307e\u3067\u306fAI\u3067\u7c21\u5358\u306b\u3067\u304d\u307e\u3057\u305f\u3002\u3053\u3053\u304b\u3089\u306f\u904b\u7528\u3092\u8003\u616e\u3057\u3066\u66f4\u65b0\u65b9\u6cd5\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e2\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308b\u304b\u306a\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u90e8\u5206\u7684\u306b\u4f5c\u308a\u76f4\u3059<\/li>\n<li>\u3081\u3093\u3069\u3046\u306a\u306e\u3067\u3082\u3046\u4e00\u5ea6AI\u306b\u6700\u521d\u304b\u3089\u4f5c\u3063\u3066\u3082\u3089\u3046<\/li>\n<\/ol>\n<p>\u7406\u60f3\u306f1\u306a\u306e\u3067\u3059\u304c\u3001AI\u6642\u4ee3\u3060\u30682\u3082\u3042\u308a\u306a\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u3060\u30d9\u30b9\u30c8\u306a\u624b\u6bb5\u306f\u898b\u3064\u304b\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u4eca\u306e\u3068\u3053\u308d\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>E2E\u30c6\u30b9\u30c8\u3092\u5931\u6557\u3055\u305b\u308b<\/li>\n<li>\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4e0b\u306b\u3001\u300c\u4e00\u89a7\u753b\u9762\u306b\u767b\u9332\u30dc\u30bf\u30f3\u304c\u3067\u304d\u305f\u3053\u3068\u3067\u9593\u9055\u3063\u305f\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4fee\u6b63\u3057\u3066\u307b\u3057\u3044\u300d\u306e\u3088\u3046\u306a\u547d\u4ee4\u3092\u884c\u3046<\/li>\n<li>AI\u306e\u81ea\u52d5\u4fee\u6b63\u5f8c\u306b\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u52d5\u4f5c\u78ba\u8a8d\u3092\u884c\u3046<\/li>\n<\/ol>\n<h2 id=\"AI\u306fE2E\u30c6\u30b9\u30c8\u64b2\u6ec5\u306e\u5922\u3092\u898b\u308b\u304b\">AI\u306fE2E\u30c6\u30b9\u30c8\u64b2\u6ec5\u306e\u5922\u3092\u898b\u308b\u304b\uff1f<\/h2>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/k\/kaminashi-developer\/20251201\/20251201185538.png\" width=\"957\" height=\"530\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>2018\u5e74\u306b JaSST Tokyo\u3068\u3044\u3046\u30a4\u30d9\u30f3\u30c8\u3067\u3001\u300c<a target=\"_blank\" href=\"https:\/\/speakerdeck.com\/daipresents\/tesutofalsewei-lai-pin-zhi-falsewei-lai-zi-dong-hua-hatesutapu-mie-falsemeng-wojian-ruka\">\u30c6\u30b9\u30c8\u306e\u672a\u6765\u3001\u54c1\u8cea\u306e\u672a\u6765 \uff5e\u81ea\u52d5\u5316\u306f\u30c6\u30b9\u30bf\u30fc\u64b2\u6ec5\u306e\u5922\u3092\u898b\u308b\u304b\uff1f\uff5e<\/a>\u300d\u3068\u3044\u3046\u30d1\u30cd\u30eb\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u3092\u958b\u3044\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30d9\u30f3\u30c8\u306e\u53c2\u52a0\u8005\u304c\u54c1\u8cea\u306b\u304b\u304b\u308f\u308b\u4eba\u305f\u3061\u3060\u3063\u305f\u306e\u3067\u3001\u3053\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u306f\u3001\u81ea\u52d5\u5316\u304c\u5e83\u304c\u308b\u3053\u3068\u3067\u3069\u3046\u3044\u3063\u305f\u672a\u6765\u304c\u5f85\u3061\u53d7\u3051\u3066\u3044\u308b\u306e\u304b\uff1f \u4eba\u9593\u306e\u4ed5\u4e8b\u306f\u306a\u304f\u306a\u308b\u306e\u304b\uff1f \u3068\u3044\u3063\u305f\u30c6\u30fc\u30de\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5f53\u6642\u306e\u6709\u8b58\u8005\u305f\u3061\u306e\u610f\u898b\u306f\u3001\u4fa1\u5024\u3092\u63d0\u4f9b\u3067\u304d\u308b\u4eba\u6750\u304c\u751f\u304d\u6b8b\u308a\u3001\u305d\u306e\u4eba\u6750\u306f\u7d99\u7d9a\u7684\u306a\u6539\u5584\u30fb\u30c1\u30e3\u30ec\u30f3\u30b8\u306b\u53d6\u308a\u7d44\u3081\u308b\u4eba\u3060\u3068\u3044\u3046\u3082\u306e\u3002\u6642\u304c\u7d4c\u3061\u3001\u4eca\u632f\u308a\u8fd4\u3063\u3066\u307f\u3066\u3082\u3001\u6709\u8b58\u8005\u305f\u3061\u306e\u610f\u898b\u306f\u6b63\u3057\u304b\u3063\u305f\u6c17\u304c\u3057\u307e\u3059\u3002<\/p>\n<p>\u5f53\u6642\u306f\u300c\u30a2\u30b8\u30e3\u30a4\u30eb\u30fbDevOps\u6642\u4ee3\u304c\u3084\u3063\u3066\u304d\u305f\u306a\u300d\u3068\u601d\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u3042\u3063\u3068\u3044\u3046\u9593\u306b\u300cAI\u6642\u4ee3\u300d\u306b\u5857\u308a\u66ff\u308f\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u56de\u3001AI\u3092\u6d3b\u7528\u3057\u3066\u3001\u81ea\u5206\u3067\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u305a\u306bE2E\u74b0\u5883\u3092\u6574\u5099\u3057\u3066\u307f\u3066\u601d\u3063\u305f\u306e\u306f\u30fb\u30fb\u30fb<\/p>\n<ol>\n<li>AI\u306b\u3088\u3063\u3066\u547d\u4ee4\u3060\u3051\u3067\u30b3\u30fc\u30c9\u304c\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/li>\n<li>\u60c5\u5831\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8cea\u306e\u3044\u3044\u30b3\u30fc\u30c9\u3092\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/li>\n<li>\u547d\u4ee4\u3067\u304d\u308b\u3060\u3051\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u54c1\u8cea\u77e5\u8b58\uff08\u3053\u3053\u3067\u306fE2E\u4f5c\u6210\u306e\u57fa\u790e\u30b9\u30ad\u30eb\uff09\u306f\u307e\u3060\u5fc5\u8981\u305d\u3046<\/li>\n<\/ol>\n<p>\u3068\u3044\u3046\u3068\u3053\u308d\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>AI\u304cE2E\u30c6\u30b9\u30c8\u3092\u99c6\u9010\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u306f\u3082\u3046\u5c11\u3057\u6642\u9593\u304c\u304b\u304b\u308a\u305d\u3046\u3067\u3059\u304c\u3001\u3042\u3063\u3068\u3044\u3046\u307e\u306b\u305d\u3046\u3044\u3046\u6642\u4ee3\u304c\u3084\u3063\u3066\u304d\u305d\u3046\u306a\u4e88\u611f\u304c\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<p><script>(function(d, 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