My up-to-date AGENTS.md file for Python is available here, and throughout my time working with Opus, it adheres to every rule despite the file’s length, and in the instances where I accidentally query an agent without having an AGENTS.md, it’s very evident. It would not surprise me if the file is the main differentiator between those getting good and bad results with agents, although success is often mixed.
截至2025年底，JoyAgent智能体平台已在内部落地超过5万个生产级智能体，助力业务洞察与运营效能双重提升。JoyCode智能编码平台年生成代码超10亿行，京东内部AI生成代码占比达40%——这意味着，京东的程序员正在从写代码转向审代码，研发效率的跃升肉眼可见。
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