{"id":980,"date":"2026-04-04T03:30:35","date_gmt":"2026-04-03T18:30:35","guid":{"rendered":"https:\/\/itexplore.org\/jp\/columns\/ai-agent-evolution-ipo-trends-claude-code-leak-spacex-ipo-gemini-api-enhancement\/"},"modified":"2026-04-04T03:30:35","modified_gmt":"2026-04-03T18:30:35","slug":"ai-agent-evolution-ipo-trends-claude-code-leak-spacex-ipo-gemini-api-enhancement","status":"publish","type":"post","link":"https:\/\/itexplore.org\/jp\/columns\/ai-agent-evolution-ipo-trends-claude-code-leak-spacex-ipo-gemini-api-enhancement\/","title":{"rendered":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9032\u5316\u3068IPO\u52d5\u5411\uff1aClaude Code\u6d41\u51fa\u3001SpaceX\u4e0a\u5834\u3001Gemini API\u5f37\u5316"},"content":{"rendered":"<p>\u672c\u65e5\u306e\u6ce8\u76eeAI\u30fb\u30c6\u30c3\u30af\u30cb\u30e5\u30fc\u30b9\u3092\u3001\u5c02\u9580\u7684\u306a\u5206\u6790\u3068\u5171\u306b\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002<\/p>\n<div class=\"wp-block-vk-blocks-alert vk_alert alert alert-warning has-alert-icon\">\n<div class=\"vk_alert_icon\">\n<div class=\"vk_alert_icon_icon\"><i class=\"fa-solid fa-triangle-exclamation\" aria-hidden=\"true\"><\/i><\/div>\n<div class=\"vk_alert_icon_text\"><span>Warning<\/span><\/div>\n<\/div>\n<div class=\"vk_alert_content\">\n<p>\u3053\u306e\u8a18\u4e8b\u306fAI\u306b\u3088\u3063\u3066\u81ea\u52d5\u751f\u6210\u30fb\u5206\u6790\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002AI\u306e\u6027\u8cea\u4e0a\u3001\u4e8b\u5b9f\u8aa4\u8a8d\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u91cd\u8981\u306a\u5224\u65ad\u3092\u4e0b\u3059\u969b\u306f\u5fc5\u305a\u30ea\u30f3\u30af\u5148\u306e\u4e00\u6b21\u30bd\u30fc\u30b9\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">Claude Code\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u6d41\u51fa\u304b\uff1a\u5224\u660e\u3057\u3066\u3044\u308b\u3053\u3068<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> Claude Code's source code appears to have leaked: here's what we know<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p><strong>Anthropic<\/strong>\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u88fd\u54c1\u300c<strong>Claude Code<\/strong>\u300d\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u3001npm\u30ec\u30b8\u30b9\u30c8\u30ea\u3078\u306e\u8aa4\u3063\u305f\u516c\u958b\u306b\u3088\u308a\u6d41\u51fa\u3057\u305f\u3068\u5831\u3058\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6d41\u51fa\u306f\u3001\u5185\u90e8\u30c7\u30d0\u30c3\u30b0\u7528\u306eJavaScript\u30bd\u30fc\u30b9\u30de\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u304c\u610f\u56f3\u305b\u305a\u542b\u307e\u308c\u305f\u3053\u3068\u306b\u3088\u308b\u3082\u306e\u3067\u3001<strong>Anthropic<\/strong>\u306f\u4eba\u70ba\u7684\u30df\u30b9\u306b\u3088\u308b\u30ea\u30ea\u30fc\u30b9\u30d1\u30c3\u30b1\u30fc\u30b8\u30f3\u30b0\u306e\u554f\u984c\u3067\u3042\u308a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fb5\u5bb3\u3067\u306f\u306a\u3044\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6d41\u51fa\u3057\u305f\u30b3\u30fc\u30c9\u304b\u3089\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8907\u96d1\u306a\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u6df7\u4e71\u3057\u305f\u308a\u5e7b\u899a\u3092\u8d77\u3053\u3057\u305f\u308a\u3059\u308b\u50be\u5411\u3092\u89e3\u6c7a\u3059\u308b\u300c<strong>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/strong>\u300d\u3078\u306e\u5bfe\u51e6\u6cd5\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u3001\u8efd\u91cf\u306a\u30dd\u30a4\u30f3\u30bf\u30fc\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u300c<strong>MEMORY.md<\/strong>\u300d\u3068\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u53d6\u5f97\u3055\u308c\u308b\u300c\u30c8\u30d4\u30c3\u30af\u30d5\u30a1\u30a4\u30eb\u300d\u3092\u7528\u3044\u305f3\u5c64\u306e\u30e1\u30e2\u30ea\u69cb\u9020\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u300c<strong>KAIROS<\/strong>\u300d\u3068\u547c\u3070\u308c\u308b\u81ea\u5f8b\u578b\u30c7\u30fc\u30e2\u30f3\u30e2\u30fc\u30c9\u306e\u5b58\u5728\u3082\u5224\u660e\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306e\u9593\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u300c<strong>autoDream<\/strong>\u300d\u30ed\u30b8\u30c3\u30af\u3092\u7528\u3044\u3066\u30e1\u30e2\u30ea\u3092\u7d71\u5408\u3057\u3001\u77db\u76fe\u3092\u89e3\u6d88\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5185\u90e8\u30e2\u30c7\u30eb\u306e\u30b3\u30fc\u30c9\u30cd\u30fc\u30e0\uff08<strong>Capybara<\/strong>\u3001<strong>Fennec<\/strong>\u3001<strong>Numbat<\/strong>\uff09\u3084\u3001<strong>Claude Code<\/strong>\u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u300c<strong>Undercover Mode<\/strong>\u300d\u3067\u8ca2\u732e\u3057\u3066\u3044\u308b\u5b9f\u614b\u3082\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u6d41\u51fa\u306f\u3001<strong>Anthropic<\/strong>\u306b\u3068\u3063\u3066\u77e5\u7684\u8ca1\u7523\u306e\u5927\u898f\u6a21\u306a\u640d\u5931\u3067\u3042\u308a\u3001\u7af6\u5408\u4ed6\u793e\u306b\u9ad8\u6027\u80fd\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u306e\u300c\u9752\u5199\u771f\u300d\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u30012026\u5e743\u6708\u6642\u70b9\u3067\u5e74\u9593\u53ce\u76ca25\u5104\u30c9\u30eb\u306b\u9054\u3057\u3066\u3044\u308b<strong>Claude Code<\/strong>\u306e\u5546\u696d\u7684\u6210\u529f\u3092\u8003\u3048\u308b\u3068\u3001\u305d\u306e\u5f71\u97ff\u306f\u751a\u5927\u3067\u3059\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u306f\u3001npm\u7d4c\u7531\u30672026\u5e743\u670831\u65e5\u7279\u5b9a\u306e\u6642\u9593\u5e2f\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u307e\u305f\u306f\u66f4\u65b0\u3057\u305f\u5834\u5408\u3001\u60aa\u610f\u306e\u3042\u308b<strong>axios<\/strong>\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u6df7\u5165\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u76f4\u3061\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3001<strong>Anthropic<\/strong>\u304c\u63a8\u5968\u3059\u308b\u30cd\u30a4\u30c6\u30a3\u30d6\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3078\u306e\u79fb\u884c\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/venturebeat.com\/technology\/claude-codes-source-code-appears-to-have-leaked-heres-what-we-know\" target=\"_blank\" rel=\"noopener\">VentureBeat \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> The leak of <strong>Claude Code's<\/strong> source code provides an unprecedented look into <strong>Anthropic's<\/strong> advanced AI agent architecture, particularly its innovative memory management and autonomous operation modes, offering a \"blueprint\" for competitors and highlighting critical security implications for users.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Carl Franzen<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p>The source code for <strong>Anthropic's<\/strong> AI agent product, <strong>Claude Code<\/strong>, reportedly leaked due to an accidental public release on the npm registry. This leak involved an inadvertently included JavaScript source map file intended for internal debugging, which <strong>Anthropic<\/strong> attributed to a human error in release packaging rather than a security breach.<\/p>\n<p>The leaked code revealed how <strong>Anthropic<\/strong> addresses \"<strong>context entropy<\/strong>,\" the tendency for AI agents to become confused or hallucinatory in complex, long-running sessions. A sophisticated three-layer memory architecture, utilizing a lightweight pointer index called <strong>MEMORY.md<\/strong> and on-demand fetched \"topic files,\" was a key discovery.<\/p>\n<p>The leak also exposed \"<strong>KAIROS<\/strong>,\" an autonomous daemon mode that allows <strong>Claude Code<\/strong> to perform \"<strong>autoDream<\/strong>\" logic for memory consolidation and contradiction resolution while the user is idle. Additionally, internal model codenames like <strong>Capybara<\/strong>, <strong>Fennec<\/strong>, and <strong>Numbat<\/strong> were revealed, along with the \"<strong>Undercover Mode<\/strong>\" used by <strong>Claude Code<\/strong> for stealth contributions to public open-source repositories.<\/p>\n<p>This incident represents a significant intellectual property loss for <strong>Anthropic<\/strong>, providing competitors with a \"blueprint\" for building high-performance AI agents. Given <strong>Claude Code's<\/strong> commercial success, with an annualized recurring revenue of $2.5 billion as of March 2026, the impact is substantial.<\/p>\n<p>Users who installed or updated <strong>Claude Code<\/strong> via npm during a specific timeframe on March 31, 2026, are advised to check their systems for potentially malicious <strong>axios<\/strong> packages and migrate to <strong>Anthropic's<\/strong> recommended native installer to mitigate future risks.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">SpaceX\u304cIPO\u3092\u79d8\u5bc6\u88cf\u306b\u7533\u8acb\u3068\u5831\u9053<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> SpaceX Files Confidentially for IPO, Reports Say<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p><strong>Elon Musk<\/strong>\u6c0f\u304c\u7387\u3044\u308b<strong>SpaceX<\/strong>\u304c\u3001\u7c73\u56fd\u8a3c\u5238\u53d6\u5f15\u59d4\u54e1\u4f1a\uff08SEC\uff09\u306bIPO\uff08\u65b0\u898f\u682a\u5f0f\u516c\u958b\uff09\u3092\u79d8\u5bc6\u88cf\u306b\u7533\u8acb\u3057\u305f\u3068\u5831\u3058\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306eIPO\u306f2026\u5e746\u6708\u306b\u4e88\u5b9a\u3055\u308c\u3066\u304a\u308a\u30011.75\u5146\u30c9\u30eb\u3092\u8d85\u3048\u308b\u8a55\u4fa1\u984d\u3092\u76ee\u6307\u3057\u3001\u53f2\u4e0a\u6700\u5927\u306eIPO\u306e\u4e00\u3064\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>SpaceX<\/strong>\u306f\u3001\u3053\u306eIPO\u3092\u901a\u3058\u3066750\u5104\u30c9\u30eb\u4ee5\u4e0a\u306e\u8cc7\u91d1\u8abf\u9054\u3092\u76ee\u6307\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u306f2019\u5e74\u306e<strong>\u30b5\u30a6\u30b8\u30a2\u30e9\u30e0\u30b3<\/strong>\u306e\u8a18\u9332\u3092\u4e0a\u56de\u308b\u898f\u6a21\u3068\u306a\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002\u540c\u793e\u306f\u3001<strong>SpaceX<\/strong>\u3068<strong>xAI<\/strong>\u306e\u5408\u4f75\u4f53\u3068\u3057\u3066\u3001\u5b87\u5b99\u306b\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3092\u8a2d\u7f6e\u3059\u308b\u3068\u3044\u3046\u91ce\u5fc3\u7684\u306a\u8a08\u753b\u306e\u8cc7\u91d1\u6e90\u3068\u3057\u3066IPO\u3092\u6d3b\u7528\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n<p><strong>SpaceX<\/strong>\u306f\u3001\u6700\u5927100\u4e07\u57fa\u306e<strong>Starlink<\/strong>\u885b\u661f\u304b\u3089\u306a\u308b\u8ecc\u9053\u4e0a\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u30b3\u30f3\u30b9\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u6253\u3061\u4e0a\u3052\u3092\u8a08\u753b\u3057\u3066\u304a\u308a\u3001<strong>Tesla<\/strong>\u3068\u5171\u540c\u3067\u30c6\u30ad\u30b5\u30b9\u5dde\u30aa\u30fc\u30b9\u30c6\u30a3\u30f3\u306b\u5de8\u5927\u306a\u30c1\u30c3\u30d7\u5de5\u5834\u3092\u5efa\u8a2d\u3057\u3001AI\u63a8\u8ad6\u30c1\u30c3\u30d7\u3068\u5b87\u5b99\u7528\u9ad8\u6027\u80fd\u30c1\u30c3\u30d7\u3092\u88fd\u9020\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n<p>\u3053\u306eIPO\u306f\u3001AI\u95a2\u9023\u306e3\u3064\u306e\u4e3b\u8981\u306aIPO\u306e\u4e00\u3064\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u7af6\u5408\u3059\u308bAI\u5927\u624b\u3067\u3042\u308b<strong>Anthropic<\/strong>\u3068<strong>OpenAI<\/strong>\u3082\u4eca\u5e74\u5f8c\u534a\u306b\u4e0a\u5834\u3092\u8a08\u753b\u3057\u3066\u3044\u308b\u3068\u5831\u3058\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5e02\u5834\u304cAI\u3078\u306e\u904e\u71b1\u611f\u306b\u8b66\u6212\u3092\u5f37\u3081\u308b\u4e2d\u3001\u3053\u308c\u3089\u306eIPO\u304cAI\u5e02\u5834\u306e\u5c06\u6765\u3092\u5de6\u53f3\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/gizmodo.com\/spacex-files-confidentially-for-ipo-reports-say-2000738132\" target=\"_blank\" rel=\"noopener\">Gizmodo \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> <strong>SpaceX's<\/strong> confidential IPO filing, aiming for a record-breaking valuation and significant capital raise, is poised to fund its ambitious space-based data center and AI chip manufacturing plans, while also serving as a critical market indicator for the broader AI industry alongside anticipated IPOs from <strong>Anthropic<\/strong> and <strong>OpenAI<\/strong>.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Ece Yildirim<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p><strong>Elon Musk's SpaceX<\/strong> has reportedly filed confidentially for an Initial Public Offering (IPO) with the U.S. Securities and Exchange Commission (SEC). The IPO is anticipated in June 2026, aiming for a valuation exceeding <strong>$1.75 trillion<\/strong>, potentially making it one of the largest IPOs in history.<\/p>\n<p><strong>SpaceX<\/strong> seeks to raise over <strong>$75 billion<\/strong> through this offering, which would surpass the record set by <strong>Saudi Aramco<\/strong> in 2019. The company, now an amalgamation of <strong>SpaceX<\/strong> and <strong>xAI<\/strong>, plans to use the IPO proceeds to fund its ambitious project of establishing data centers in space.<\/p>\n<p>The company is planning to launch an orbital data center constellation of up to <strong>1 million Starlinks<\/strong> and, in collaboration with <strong>Tesla<\/strong>, build a massive chip factory in Austin, Texas, to produce AI inference chips for <strong>Tesla's<\/strong> vehicles and high-powered chips for space applications.<\/p>\n<p>This IPO is one of three major AI-related public offerings expected this year, with rival AI giants <strong>Anthropic<\/strong> and <strong>OpenAI<\/strong> also reportedly planning to go public later in 2026. As the market grows wary of AI hype, the reception of these IPOs could significantly influence the future of the AI trade.<\/p>\n<\/blockquote>\n<\/div>\n<div class=\"wp-block-group\" style=\"margin-top:40px;margin-bottom:40px\">\n<h2 class=\"wp-block-heading\">Gemini API Docs MCP\u3068Agent Skills\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a<\/h2>\n<ul>\n<li><strong>\u539f\u984c:<\/strong> Improve coding agents\u2019 performance with Gemini API Docs MCP and Agent Skills.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5c02\u9580\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5206\u6790<\/h3>\n<div class=\"ai-summary-content\">\n<p><strong>Google DeepMind<\/strong>\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067\u3042\u308b<strong>Trey Nguyen<\/strong>\u6c0f\u304c\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u53e4\u3044<strong>Gemini API<\/strong>\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e2\u3064\u306e\u88dc\u5b8c\u7684\u306a\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u30ab\u30c3\u30c8\u30aa\u30d5\u65e5\u304c\u3042\u308b\u305f\u3081\u306b\u767a\u751f\u3059\u308b\u3001\u6700\u65b0\u60c5\u5831\u3078\u306e\u30a2\u30af\u30bb\u30b9\u4e0d\u8db3\u3092\u89e3\u6d88\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u3064\u76ee\u306e\u30c4\u30fc\u30eb\u306f\u300c<strong>Gemini API Docs MCP<\/strong>\u300d\u3067\u3001\u3053\u308c\u306f<strong>Model Context Protocol<\/strong>\u3092\u4ecb\u3057\u3066\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6700\u65b0\u306e<strong>Gemini API<\/strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001SDK\u3001\u30e2\u30c7\u30eb\u60c5\u5831\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5e38\u306b\u6700\u65b0\u306eAPI\u3068\u6700\u9069\u306a\u8a2d\u5b9a\u3067\u30b3\u30fc\u30c9\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e8c\u3064\u76ee\u306e\u30c4\u30fc\u30eb\u306f\u300c<strong>Gemini API Developer Skills<\/strong>\u300d\u3067\u3001\u3053\u308c\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u73fe\u5728\u306eSDK\u30d1\u30bf\u30fc\u30f3\u306b\u5c0e\u304f\u305f\u3081\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306e\u6307\u793a\u3001\u30ea\u30bd\u30fc\u30b9\u30ea\u30f3\u30af\u3001\u304a\u3088\u3073\u30d1\u30bf\u30fc\u30f3\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u306e\u5408\u683c\u7387\u304c<strong>96.3%<\/strong>\u306b\u5411\u4e0a\u3057\u3001\u6b63\u89e3\u3042\u305f\u308a\u306e\u30c8\u30fc\u30af\u30f3\u6570\u304c<strong>63%<\/strong>\u524a\u6e1b\u3055\u308c\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u958b\u767a\u8005\u304c<strong>Gemini API<\/strong>\u3092\u6d3b\u7528\u3057\u3066\u3001\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u6b63\u78ba\u306b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3057\u3001\u6700\u65b0\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\ud83d\udc49 <strong><a href=\"https:\/\/blog.google\/innovation-and-ai\/technology\/developers-tools\/gemini-api-docsmcp-agent-skills\/\" target=\"_blank\" rel=\"noopener\">blog.google \u3067\u8a18\u4e8b\u5168\u6587\u3092\u8aad\u3080<\/a><\/strong><\/p>\n<\/div>\n<ul>\n<li><strong>\u8981\u70b9:<\/strong> <strong>Google's Gemini API Docs MCP<\/strong> and <strong>Agent Skills<\/strong> significantly enhance coding agents' performance by providing real-time access to updated API documentation and best-practice guidance, overcoming the limitations of static training data and improving code generation accuracy and efficiency.<\/li>\n<li><strong>\u8457\u8005:<\/strong> Trey Nguyen, Product Manager, Google DeepMind<\/li>\n<\/ul>\n<blockquote class=\"wp-block-quote\"><p><span>English Summary:<\/span><\/p>\n<p><strong>Trey Nguyen<\/strong>, Product Manager at <strong>Google DeepMind<\/strong>, introduces two complementary tools designed to address the issue of coding agents generating outdated <strong>Gemini API<\/strong> code due to training data cutoff dates. These tools aim to ensure agents have access to the most current information.<\/p>\n<p>The first tool, \"<strong>Gemini API Docs MCP<\/strong>,\" connects coding agents to the latest <strong>Gemini API<\/strong> documentation, SDKs, and model information via the <strong>Model Context Protocol<\/strong>. This ensures agents build code with up-to-date APIs and optimal configuration settings.<\/p>\n<p>The second tool, \"<strong>Gemini API Developer Skills<\/strong>,\" adds best-practice instructions, resource links, and patterns to guide agents toward current SDK patterns. When used together, these tools significantly improve performance, leading to a <strong>96.3%<\/strong> pass rate on evaluation sets and a <strong>63%<\/strong> reduction in tokens per correct answer compared to vanilla prompting.<\/p>\n<p>These innovations are intended to empower developers to build more efficient and accurate coding agents using the <strong>Gemini API<\/strong>, keeping pace with the latest technological advancements.<\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic\u306eClaude Code\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u6d41\u51fa\u3001SpaceX\u306eIPO\u7533\u8acb\u3001Google Gemini API\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5f37\u5316\u30c4\u30fc\u30eb\u306b\u3064\u3044\u3066\u6df1\u6398\u308a\u3002AI\u6280\u8853\u306e\u6700\u65b0\u52d5\u5411\u3068\u5e02\u5834\u3078\u306e\u5f71\u97ff\u3092\u89e3\u8aac\u3002<\/p>\n","protected":false},"author":1,"featured_media":6,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"vkexunit_cta_each_option":"","footnotes":""},"categories":[3],"tags":[8,17,58,182,188,16,143,142,272,303,15],"class_list":{"0":"post-980","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-columns","8":"tag-ai","10":"tag-anthropic","11":"tag-google-gemini","12":"tag-ipo","13":"tag-llm","14":"tag-spacex","16":"tag-272","17":"tag-303"},"_links":{"self":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts\/980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/comments?post=980"}],"version-history":[{"count":0,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/posts\/980\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/media\/6"}],"wp:attachment":[{"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/media?parent=980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/categories?post=980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itexplore.org\/jp\/wp-json\/wp\/v2\/tags?post=980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}