{"id":7882,"date":"2025-12-16T05:15:00","date_gmt":"2025-12-15T20:15:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7882"},"modified":"2025-12-06T17:18:40","modified_gmt":"2025-12-06T08:18:40","slug":"an-empirical-study-of-agent-developer-practices-in-ai-agent-frameworks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7882","title":{"rendered":"An Empirical Study of Agent Developer Practices in AI Agent Frameworks\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>An Empirical Study of Agent Developer Practices in AI Agent Frameworks\u00a0<\/strong>[59.9]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u53f0\u982d\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u95a2\u5fc3\u306e\u9ad8\u307e\u308a\u3092\u5f15\u304d\u8d77\u3053\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6025\u901f\u306a\u6210\u9577\u306b\u3064\u306a\u304c\u3063\u305f\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u305d\u308c\u3089\u306e\u5b9f\u8df5\u7684\u5fdc\u7528\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u306f\u672a\u89e3\u660e\u306e\u307e\u307e\u3067\u3042\u308b\u3002 \u958b\u767a\u8005\u306e80%\u4ee5\u4e0a\u304c\u3001\u7279\u5b9a\u306e\u958b\u767a\u8981\u4ef6\u306b\u6700\u3082\u9069\u5408\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u82e6\u52b4\u3057\u3066\u3044\u308b\u3068\u5831\u544a\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.01939v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.01939v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 01 Dec 2025 17:52:15 GMT)<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u300cSpecifically, we find that (i) Langchain and CrewAI lower the technical threshold for beginners. (ii) AutoGen and LangChain excel at rapid prototyping. (iii) In terms of functional encapsulation, AutoGen and LangChain are leading in task decomposition and multi-agent collaboration. (iv) Performance optimization is a common shortcoming across all frameworks. (v) Despite their mature ecosystems, AutoGen and LangChain face the highest maintenance complexity.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u3064\u3044\u3066\u306f\u300c6.2.5 Maintainability.\u300d\u3067\u307b\u3068\u3093\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u9177\u8a55\u3055\u308c\u3066\u3044\u308b\u30fb\u30fb\u30fb<\/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":[42,387,486],"class_list":["post-7882","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-survey","tag-486"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7882","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=7882"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7882\/revisions"}],"predecessor-version":[{"id":7883,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7882\/revisions\/7883"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7882"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7882"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7882"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}