{"id":24105,"date":"2025-11-17T22:28:43","date_gmt":"2025-11-17T22:28:43","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=24105"},"modified":"2025-11-17T22:28:43","modified_gmt":"2025-11-17T22:28:43","slug":"codex-%e3%81%a7-serena-%e3%82%92%e4%bd%bf%e3%81%86%e3%81%9f%e3%82%81%e3%81%ae%e3%82%bb%e3%83%83%e3%83%88%e3%82%a2%e3%83%83%e3%83%97%ef%bc%86%e3%82%b3%e3%83%b3%e3%83%86%e3%82%ad%e3%82%b9%e3%83%88","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/24105\/","title":{"rendered":"Codex \u3067 Serena \u3092\u4f7f\u3046\u305f\u3081\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff06\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u524a\u6e1b\u306e\u8abf\u67fb\u30ec\u30dd\uff5cAI\uff5c\u958b\u767a\u30d6\u30ed\u30b0\uff5c\u682a\u5f0f\u4f1a\u793eNextat\uff08\u30cd\u30af\u30b9\u30bf\u30c3\u30c8\uff09"},"content":{"rendered":"\n<\/p>\n<div id=\"post-detail\">\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u304a\u4e45\u3057\u3076\u308a\u3067\u3059\u3002\u3057\u3085\u3093\u3061\u3083\u3093\u3067\u3059\u3002\u5bd2\u304f\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u306d\u3002Nextat AI\u6d3b\u7528\u30d6\u30ed\u30b0\u8a18\u4e8b\u30b7\u30ea\u30fc\u30ba\u3068\u3057\u3066\u00a0<a target=\"_blank\" href=\"https:\/\/github.com\/oraios\/serena\" target=\"_blank\">Serena<\/a> \u306b\u3064\u3044\u3066\u66f8\u3044\u3066\u307f\u307e\u3059\u3002<\/p>\n<h2>TL;DR<\/h2>\n<ul>&#13;<\/p>\n<li>Serena \u306f LSP\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30fc\u30c9\u3092\u69cb\u9020\u7684\u306b\u7406\u89e3\u3057\u3001LLM\/\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u300c\u30d5\u30a1\u30a4\u30eb\u5168\u4f53\u306e\u8aad\u307f\u8fbc\u307f\u30fbgrep \u691c\u7d22\u300d\u4ee5\u5916\u306e\u9078\u629e\u80a2\u3092\u63d0\u4f9b\u3059\u308b MCP \u30b5\u30fc\u30d0\u30fc\u3067\u3059\u3002<\/li>\n<p>&#13;<\/p>\n<li>\u6a2a\u65ad\u7684\u306a\u30b7\u30f3\u30dc\u30eb\u63a2\u7d22\u3084\u4f9d\u5b58\u8ffd\u8de1\u306b\u5f37\u304f\u3001\u30bf\u30b9\u30af\u306b\u3088\u3063\u3066\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u4f7f\u7528\u91cf\u306e\u524a\u6e1b\u304c\u898b\u8fbc\u3081\u307e\u3059\u3002<\/li>\n<p>&#13;\n<\/ul>\n<h2>LLM\u306e\u30c6\u30ad\u30b9\u30c8\u64cd\u4f5c\u306e\u9650\u754c<\/h2>\n<p>LLM\/\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30b3\u30fc\u30c9\u3092\u5358\u306a\u308b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\u7d50\u679c\u3068\u3057\u3066&#8230;<\/p>\n<ul>&#13;<\/p>\n<li>\u30d5\u30a1\u30a4\u30eb\u5168\u4f53\u3092\u8aad\u307f\u8fbc\u3093\u3060\u308a\u3001grep\/\u7f6e\u63db\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u3001\u51e6\u7406\u6642\u9593\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u4f7f\u7528\u91cf\u304c\u5897\u3048\u3084\u3059\u3044<\/li>\n<p>&#13;<\/p>\n<li>\u5ba3\u8a00\u3068\u53c2\u7167\u306e\u95a2\u4fc2\u3092\u8e0f\u307e\u3048\u305a\u306b\u7f6e\u63db\u3059\u308b\u306e\u3067\u3001\u8aa4\u7de8\u96c6\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/li>\n<p>&#13;<\/p>\n<li>\u578b\u3084\u30b7\u30f3\u30dc\u30eb\u306e\u95a2\u4fc2\u304c\u898b\u3048\u306a\u3044\u305f\u3081\u3001\u5927\u898f\u6a21\u306b\u306a\u308b\u307b\u3069\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u4fef\u77b0\u304c\u96e3\u3057\u304f\u306a\u308b<\/li>\n<p>&#13;\n<\/ul>\n<p>&#13;<br \/>\n\u3053\u3053\u3092\u88dc\u3046\u306e\u304c Serena \u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n<h2>Serena\u306e\u6982\u8981<\/h2>\n<ul>&#13;<\/p>\n<li>\u4f55\u8005\u304b\uff1aIDE \u306e\u3088\u3046\u306b\u30b7\u30f3\u30dc\u30eb\u3092\u62bd\u51fa\u3057\u3066\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u306b\u6271\u3048\u308b\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30b3\u30fc\u30c9\u691c\u7d22\u30fb\u7de8\u96c6\u30c4\u30fc\u30eb\u3092 LLM \u306b\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e MCP \u30b5\u30fc\u30d0\u30fc<\/li>\n<p>&#13;<\/p>\n<li>\u4ed5\u7d44\u307f\uff1a\u5404\u8a00\u8a9e\u306eLSP\uff08Language Server Protocol\uff09\u3092\u4f7f\u7528\u3057\u3066\u5b9a\u7fa9\u30fb\u53c2\u7167\u30fb\u578b\u60c5\u5831\u306a\u3069\u3092\u53d6\u5f97\u3057\u3066\u3001\u30b7\u30f3\u30dc\u30eb\u5358\u4f4d\u306e\u64cd\u4f5c\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u308b\u3002<\/li>\n<p>&#13;<\/p>\n<li>\u5bfe\u5fdc\u8a00\u8a9e\uff08\u5f0a\u793e\u4e3b\u8981\u8a00\u8a9e\u306e\u307f\u3092\u629c\u7c8b\uff09&#13;\n<ul style=\"margin-left: 40px;\">&#13;<\/p>\n<li>Go\uff08<a target=\"_blank\" href=\"https:\/\/github.com\/golang\/tools\/tree\/master\/gopls\">gopls<\/a> \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\uff09<\/li>\n<p>&#13;<\/p>\n<li>JavaScript \/ TypeScript<\/li>\n<p>&#13;<\/p>\n<li>Python<\/li>\n<p>&#13;<\/p>\n<li>PHP\uff08LSP \u3068\u3057\u3066 <a target=\"_blank\" href=\"https:\/\/intelephense.com\/\">Intelephense<\/a> \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002\u30d7\u30ec\u30df\u30a2\u30e0\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u74b0\u5883\u5909\u6570\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff09<\/li>\n<p>&#13;<\/p>\n<li>Markdown\uff08\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8a2d\u5b9a\u3092\u751f\u6210\u3059\u308b\u3068\u304d\u306b\u660e\u793a\u7684\u306b <code>--language markdown<\/code> \u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u591a\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u6709\u52b9\uff09<\/li>\n<p>&#13;\n<\/ul>\n<p>&#13;\n<\/li>\n<p>&#13;<\/p>\n<li>\u5229\u7528\u5148\uff1aClaude Code\/Desktop\u3001Codex\u3001Gemini-CLI\u3001VSCode\/Cursor\/IntelliJ\u3001Cline\/RooCode\u3001OpenWebUI\u3001Jan\u3001Agno \u306a\u3069\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089 MCP \u3068\u3057\u3066\u5229\u7528\u53ef\u80fd<\/li>\n<p>&#13;\n<\/ul>\n<h2>\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff08Codex\u9023\u643a\uff09<\/h2>\n<p>\u524d\u63d0\u3068\u3057\u3066\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u4e0b\u8a18\u3067\u3059\u3002<\/p>\n<ul>&#13;<\/p>\n<li>Codex\uff1av0.57.0<\/li>\n<p>&#13;<\/p>\n<li>Serena\uff1av0.1.4<\/li>\n<p>&#13;<\/p>\n<li>uv\uff1av0.8.17<\/li>\n<p>&#13;\n<\/ul>\n<p>\u00a0<\/p>\n<ol>&#13;<\/p>\n<li>uv\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>&#13;<br \/>\n\u516c\u5f0f\u624b\u9806\uff1a\u00a0<a target=\"_blank\" href=\"https:\/\/docs.astral.sh\/uv\/getting-started\/installation\/\">https:\/\/docs.astral.sh\/uv\/getting-started\/installation\/<\/a><\/li>\n<p>&#13;<\/p>\n<li>Codex \u306e MCP \u8a2d\u5b9a\uff08<code>~\/.codex\/config.toml<\/code>\uff09&#13;\n<pre>&#13;\n<code class=\"language-toml\">[mcp_servers.serena]&#13;\ncommand = \"uvx\"&#13;\nargs = [\"--from\", \"git+https:\/\/github.com\/oraios\/serena\", \"serena\", \"start-mcp-server\", \"--context\", \"codex\"]&#13;\nstartup_timeout_sec = 30&#13;\n<\/code><\/pre>\n<p>&#13;<br \/>\n&#13;<\/p>\n<p>\u8d77\u52d5\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3001<code>MCP client for `serena` failed to start: request timed out<\/code> \u3068\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u6642\u9593\uff08<code>startup_timeout_sec<\/code>\uff09\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&#13;\n<\/li>\n<p>&#13;<\/p>\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u5236\u5fa1<br \/>&#13;<br \/>\nCodex\u3092\u8d77\u52d5\u3057\u305f\u3089\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304c <code>http:\/\/localhost:24282\/dashboard\/index.html<\/code> \u3067\u8d77\u52d5\u3057\u307e\u3059\u3002<br \/>&#13;<br \/>\n<a target=\"_blank\" href=\"https:\/\/nextat.co.jp\/files\/uploads\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 9.50.16.png\" rel=\"colorbox\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 9.50.16.png\"><img decoding=\"async\" align=\"\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 9.50.16.png\" src=\"https:\/\/nextat.co.jp\/files\/uploads\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 9.50.16.png\"\/><\/a><br \/>&#13;<br \/>\n\u6bce\u56de\u306f\u4e0d\u8981\u306a\u3089 Serena \u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u8a2d\u5b9a\uff08<code>~\/.serena\/serena_config.yml<\/code>\uff09\u3067\u7121\u52b9\u5316\u3067\u304d\u307e\u3059\u3002&#13;<\/p>\n<pre>&#13;\n<code>web_dashboard_open_on_launch: false&#13;\n<\/code><\/pre>\n<p>&#13;\n<\/li>\n<p>&#13;\n<\/ol>\n<h2>\u4f7f\u3044\u59cb\u3081\uff08activate\/onboarding\uff09<\/h2>\n<ol>&#13;<\/p>\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30a2\u30af\u30c6\u30a3\u30d6\u5316<br \/>&#13;<br \/>\n\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b:&#13;<\/p>\n<pre>&#13;\n<code>Serena\u3092\u4f7f\u7528\u3057\u3066\u73fe\u5728\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u30a2\u30af\u30c6\u30a3\u30d6\u5316\u3057\u3066&#13;\n<\/code><\/pre>\n<p>&#13;<br \/>\n&#13;<\/p>\n<p>Codex \u304b\u3089 Serena \u306e\u30c4\u30fc\u30eb <code>activate_project<\/code> \u304c\u547c\u3070\u308c\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u30a2\u30af\u30c6\u30a3\u30d6\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>&#13;\n<\/li>\n<p>&#13;<\/p>\n<li>\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0<br \/>&#13;<br \/>\n\u4e0b\u8a18\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067 <code>onboarding<\/code> \u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002&#13;<\/p>\n<pre>&#13;\n<code>Serena\u3092\u4f7f\u7528\u3057\u3066\u73fe\u5728\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u958b\u59cb\u3057\u3066&#13;\n<\/code><\/pre>\n<p>&#13;<br \/>\n&#13;<\/p>\n<p><code>.serena\/memories\/<\/code> \u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6982\u8981\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b9\u30bf\u30a4\u30eb\u30fb\u30b3\u30de\u30f3\u30c9\u96c6\u30fb\u30bf\u30b9\u30af\u5b8c\u4e86\u6761\u4ef6\u306a\u3069\u304c Markdown \u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002 \u4ee5\u5f8c\u3001Serena \u306f\u3053\u308c\u3089\u306e\u30e1\u30e2\u30ea\u30d5\u30a1\u30a4\u30eb\u3092\u53c2\u7167\u3057\u3001Codex \u3084\u305d\u306e\u4ed6\u306e LLM\/\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6cbf\u3063\u305f\u63d0\u6848\u3092\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&#13;\n<\/li>\n<p>&#13;\n<\/ol>\n<h2>Serena \u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u306b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u4f7f\u7528\u91cf\u306f\u524a\u6e1b\u3067\u304d\u308b\u304b<\/h2>\n<p>\u540c\u4e00\u30bf\u30b9\u30af\u3092 Serena \u3042\u308a\/\u306a\u3057\u3067\u6bd4\u8f03\u3057\u3001Codex \u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u4f7f\u7528\u91cf\u3092\u7c21\u6613\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u7528\u610f\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\uff08<code>task.md<\/code>\uff09<\/strong><br \/>&#13;<br \/>\nCodex \u306b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u6848\u3092\u63d0\u6848\u3057\u3066\u3082\u3089\u304a\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<pre>&#13;\n<code class=\"language-markdown\">## GOAL&#13;\n- \u65e2\u5b58\u306e\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u6848\u3092\u51fa\u529b\u3059\u308b  &#13;\n  &#13;\n## \u5165\u529b  &#13;\n- `.\/tests`\u4ee5\u4e0b\u306e\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9&#13;\n  &#13;\n## \u51fa\u529b  &#13;\n- `.\/\u8abf\u67fb`\u4ee5\u4e0b\u306bMarkdown\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u3053\u3068&#13;\n<\/code><\/pre>\n<h3>Serena \u3092\u4f7f\u7528\u3057\u305f\u5834\u5408<\/h3>\n<p>Codex \u3078\u306e\u6307\u793a:<\/p>\n<pre>&#13;\n<code>Serena\u3092\u4f7f\u7528\u3057\u3066task.md\u3092\u5b9f\u884c\u3057\u3066&#13;\n<\/code><\/pre>\n<p>Codex \u304c\u751f\u6210\u3057\u305f\u8a08\u753b:<\/p>\n<pre>&#13;\n<code>\u2022 Updated Plan&#13;\n  \u2514 \u25a1 tests \u4ee5\u4e0b\u306e\u69cb\u6210\u3092\u628a\u63e1\u3057\u3001\u4e3b\u8981\u30c6\u30b9\u30c8\u7fa4\u3092\u9078\u5b9a\u3059\u308b&#13;\n    \u25a1 \u4ee3\u8868\u7684\u306a\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u3092Serena\u3067\u78ba\u8a8d\u3057\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u6848\u3092\u6d17\u3044\u51fa\u3059&#13;\n    \u25a1 \u8abf\u67fb\u7d50\u679c\u3092\u8abf\u67fb\u914d\u4e0b\u306eMarkdown\u306b\u6574\u7406\u3059\u308b&#13;\n<\/code><\/pre>\n<p>Serena \u306e\u30c4\u30fc\u30eb\uff08<code>find_symbol<\/code>, <code>get_symbols_overview<\/code>, <code>search_for_pattern<\/code> \u306a\u3069\uff09\u3092\u4f7f\u3063\u3066\u63a2\u7d22\u304c\u884c\u308f\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u56de\u6570\u306e\u30b0\u30e9\u30d5\u3092\u307f\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/nextat.co.jp\/files\/uploads\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 11.42.13__large.png\" rel=\"colorbox\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 11.42.13.png\"><img decoding=\"async\" align=\"\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 11.42.13.png\" src=\"https:\/\/nextat.co.jp\/files\/uploads\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2025-11-09 11.42.13.png\"\/><\/a><\/p>\n<p>\u4f5c\u696d\u5b8c\u4e86\u5f8c\u3001<code>\/status<\/code> \u306e\u7d50\u679c:<\/p>\n<pre>&#13;\n<code>Context window:   78% left (68.7K used \/ 272K)&#13;\n<\/code><\/pre>\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092 \u7d0422% \u4f7f\u7528\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<h3>Serena \u3092\u4f7f\u7528\u3057\u306a\u3044\u5834\u5408<\/h3>\n<p>Codex \u3078\u306e\u6307\u793a:<\/p>\n<pre>&#13;\n<code>Serena\u3092\u7d76\u5bfe\u306b\u4f7f\u7528\u305b\u305atask.md\u3092\u5b9f\u884c\u3057\u3066&#13;\n<\/code><\/pre>\n<p>Codex \u306fList\u3084Read\u306a\u3069Codex \u306e\u6a19\u6e96\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u63a2\u7d22\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n<p><code>\/status<\/code> \u306e\u7d50\u679c:<\/p>\n<pre>&#13;\n<code>Context window:   66% left (99.3K used \/ 272K)&#13;\n<\/code><\/pre>\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092 \u7d0434% \u4f7f\u7528\u3057\u3066\u304a\u308a\u3001Serena \u3092\u4f7f\u7528\u3057\u305f\u6642\u3068\u6bd4\u8f03\u3057\u3066\u3001\u7d0411% \u591a\u304f\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>Codex \u3068 Serena \u306e\u9023\u643a\u65b9\u6cd5\u3001\u304a\u3088\u3073\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u4f7f\u7528\u91cf\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002 \u5358\u4e00\u30bf\u30b9\u30af\u306e\u6bd4\u8f03\u3067\u306f\u3001Serena \u3092\u4f7f\u7528\u3057\u305f\u65b9\u304c\u3084\u3084\u52b9\u7387\u7684\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u898b\u3089\u308c\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u7de8\u96c6\u7cfb\u30c4\u30fc\u30eb\uff08<code>insert_after_symbol<\/code> \u306a\u3069\uff09\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u7de8\u96c6\u30bf\u30b9\u30af\u3092\u542b\u3081\u308b\u3068\u3055\u3089\u306b\u5dee\u304c\u5e83\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<p><script>\n    (function(d, s, id) {\n        var js, fjs = d.getElementsByTagName(s)[0];\n        if (d.getElementById(id)) return;\n        js = d.createElement(s); js.id = id;\n        js.src=\"https:\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&version=v2.12\";\n        fjs.parentNode.insertBefore(js, fjs);\n    }(document, 'script', 'facebook-jssdk'));\n<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/nextat.co.jp\/staff\/archives\/389\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u304a\u4e45\u3057\u3076\u308a\u3067\u3059\u3002\u3057\u3085\u3093\u3061\u3083\u3093\u3067\u3059\u3002\u5bd2\u304f\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u306d\u3002Nextat AI\u6d3b\u7528\u30d6\u30ed\u30b0\u8a18\u4e8b\u30b7\u30ea\u30fc\u30ba\u3068\u3057\u3066\u00a0Serena \u306b\u3064\u3044\u3066\u66f8\u3044\u3066\u307f\u307e\u3059\u3002 TL;DR &#13; Serena \u306f LSP\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30fc\u30c9\u3092\u69cb [&hellip;]","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-24105","post","type-post","status-publish","format-standard","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Codex \u3067 Serena \u3092\u4f7f\u3046\u305f\u3081\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff06\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u524a\u6e1b\u306e\u8abf\u67fb\u30ec\u30dd\uff5cAI\uff5c\u958b\u767a\u30d6\u30ed\u30b0\uff5c\u682a\u5f0f\u4f1a\u793eNextat\uff08\u30cd\u30af\u30b9\u30bf\u30c3\u30c8\uff09 - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nextat.co.jp\/staff\/archives\/389\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Codex \u3067 Serena \u3092\u4f7f\u3046\u305f\u3081\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff06\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u524a\u6e1b\u306e\u8abf\u67fb\u30ec\u30dd\uff5cAI\uff5c\u958b\u767a\u30d6\u30ed\u30b0\uff5c\u682a\u5f0f\u4f1a\u793eNextat\uff08\u30cd\u30af\u30b9\u30bf\u30c3\u30c8\uff09 - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b \u304a\u4e45\u3057\u3076\u308a\u3067\u3059\u3002\u3057\u3085\u3093\u3061\u3083\u3093\u3067\u3059\u3002\u5bd2\u304f\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u306d\u3002Nextat AI\u6d3b\u7528\u30d6\u30ed\u30b0\u8a18\u4e8b\u30b7\u30ea\u30fc\u30ba\u3068\u3057\u3066\u00a0Serena \u306b\u3064\u3044\u3066\u66f8\u3044\u3066\u307f\u307e\u3059\u3002 TL;DR &#013; Serena \u306f LSP\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30fc\u30c9\u3092\u69cb [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/nextat.co.jp\/staff\/archives\/389\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-17T22:28:43+00:00\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" 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\u3092\u4f7f\u3046\u305f\u3081\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff06\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u524a\u6e1b\u306e\u8abf\u67fb\u30ec\u30dd\uff5cAI\uff5c\u958b\u767a\u30d6\u30ed\u30b0\uff5c\u682a\u5f0f\u4f1a\u793eNextat\uff08\u30cd\u30af\u30b9\u30bf\u30c3\u30c8\uff09\",\"datePublished\":\"2025-11-17T22:28:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/24105\\\/\"},\"wordCount\":96,\"articleSection\":[\"\u4f01\u696d\u30c6\u30c3\u30af\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/24105\\\/\",\"url\":\"https:\\\/\\\/nextat.co.jp\\\/staff\\\/archives\\\/389\",\"name\":\"Codex \u3067 Serena \u3092\u4f7f\u3046\u305f\u3081\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\uff06\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u524a\u6e1b\u306e\u8abf\u67fb\u30ec\u30dd\uff5cAI\uff5c\u958b\u767a\u30d6\u30ed\u30b0\uff5c\u682a\u5f0f\u4f1a\u793eNextat\uff08\u30cd\u30af\u30b9\u30bf\u30c3\u30c8\uff09 - 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