{"id":7862,"date":"2025-12-17T04:18:00","date_gmt":"2025-12-16T19:18:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7862"},"modified":"2025-12-13T22:15:50","modified_gmt":"2025-12-13T13:15:50","slug":"from-code-foundation-models-to-agents-and-applications-a-practical-guide-to-code-intelligence","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7862","title":{"rendered":"From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence\u00a0<\/strong>[150.4]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u8a18\u8ff0\u3092\u76f4\u63a5\u95a2\u6570\u30b3\u30fc\u30c9\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u81ea\u52d5\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u5909\u9769\u3057\u305f\u3002 \u30b3\u30fc\u30c9LLM\u306b\u95a2\u3059\u308b\u7dcf\u5408\u7684\u306a\u5408\u6210\u3068\u5b9f\u8df5\u7684\u30ac\u30a4\u30c9(\u4e00\u9023\u306e\u89e3\u6790\u304a\u3088\u3073\u63a2\u7d22\u5b9f\u9a13)\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u4e00\u822cLLM(GPT-4, Claude, LLaMA)\u3068\u30b3\u30fc\u30c9\u7279\u6b8a\u5316LLM(StarCoder, Code LLaMA, DeepSeek-Coder, QwenCoder)\u306e\u30b3\u30fc\u30c9\u6a5f\u80fd\u306e\u89e3\u6790\u3092\u884c\u3046\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2511.18538v3\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2511.18538v3\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 02 Dec 2025 17:14:33 GMT)<\/li>\n\n\n\n<li>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306b\u95a2\u3059\u308b\u5305\u62ec\u7684\u306a\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>1\u30da\u30fc\u30b8\u76ee\u306e\u56f3\u304c\u653b\u3081\u3066\u3044\u308b\u4e00\u65b9\u3067\u7d0d\u5f97\u611f\u3082\u3042\u308b\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,468,485,486],"class_list":["post-7862","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-468","tag-485","tag-486"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7862","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7862"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7862\/revisions"}],"predecessor-version":[{"id":7863,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7862\/revisions\/7863"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}