{"id":7631,"date":"2025-10-22T03:30:00","date_gmt":"2025-10-21T18:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7631"},"modified":"2025-10-18T15:40:47","modified_gmt":"2025-10-18T06:40:47","slug":"a-comprehensive-survey-on-benchmarks-and-solutions-in-software-engineering-of-llm-empowered-agentic-system","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7631","title":{"rendered":"A Survey of Vibe Coding with Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Vibe Coding with Large Language Models\u00a0<\/strong>[93.9]<br>\u8996\u899a\u7b26\u53f7\u5316(Vibe Coding)\u306f\u3001\u958b\u767a\u8005\u304c\u6210\u679c\u89b3\u5bdf\u3092\u901a\u3058\u3066AI\u751f\u6210\u306e\u5b9f\u88c5\u3092\u691c\u8a3c\u3059\u308b\u958b\u767a\u624b\u6cd5\u3067\u3042\u308b\u3002 \u5909\u9769\u306e\u53ef\u80fd\u6027\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3053\u306e\u5275\u767a\u7684\u30d1\u30e9\u30c0\u30a4\u30e0\u306e\u6709\u52b9\u6027\u306f\u672a\u89e3\u660e\u306e\u307e\u307e\u3067\u3042\u308b\u3002 \u3053\u306e\u8abf\u67fb\u306f\u3001\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u3088\u308bVibe Coding\u306e\u7dcf\u5408\u7684\u304b\u3064\u4f53\u7cfb\u7684\u306a\u30ec\u30d3\u30e5\u30fc\u3092\u521d\u3081\u3066\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.12399v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.12399v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 14 Oct 2025 11:26:56 GMT)<\/li>\n\n\n\n<li>\u300ca novel development methodology termed &#8220;Vibe Coding&#8221; where developers validate AI-generated implementations through outcome observation rather than line-by- line code comprehension.\u300d\u3068Vibe coding\u306e\u30b5\u30fc\u30d9\u30a4\u3002\u3002\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/YuyaoGe\/Awesome-Vibe-Coding\">GitHub &#8211; YuyaoGe\/Awesome-Vibe-Coding<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u901a\u5e38\u306e\uff08\uff1f\uff09\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b5\u30fc\u30d9\u30a4\u3082\u51fa\u3066\u3044\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System&nbsp;<\/strong>[54.9]<br>\u672c\u8abf\u67fb\u306f, LLM\u3092\u5229\u7528\u3057\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u5de5\u5b66\u306e\u7dcf\u5408\u7684\u89e3\u6790\u3092\u521d\u3081\u3066\u884c\u3063\u305f\u3082\u306e\u3067\u3042\u308b\u3002 \u6211\u3005\u306f150\u4ee5\u4e0a\u306e\u6700\u8fd1\u306e\u8ad6\u6587\u3092\u5206\u6790\u3057\u30012\u3064\u306e\u4e3b\u8981\u306a\u6b21\u5143\u306b\u307e\u305f\u304c\u308b\u5305\u62ec\u7684\u5206\u985e\u306b\u5206\u985e\u3059\u308b\u3002 \u6211\u3005\u306e\u5206\u6790\u306f\u3001\u3053\u306e\u5206\u91ce\u304c\u5358\u7d14\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304b\u3089\u8907\u96d1\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3078\u3068\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3057\u3066\u304d\u305f\u304b\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.09721v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.09721v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 10 Oct 2025 06:56:50 GMT)<\/li>\n\n\n\n<li>software engineering + LLM based agents\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\u306e\uff08\uff1f\uff09\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u30b5\u30fc\u30d9\u30a4\u3082\u51fa\u3066\u3044\u305f\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,486],"class_list":["post-7631","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-486"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7631","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=7631"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7631\/revisions"}],"predecessor-version":[{"id":7636,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7631\/revisions\/7636"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}