The big finding: Claude Code builds, not buys. Custom/DIY is the most common single label extracted, appearing in 12 of 20 categories (though it spans categories while individual tools are category-specific). When asked “add feature flags,” it builds a config system with env vars and percentage-based rollout instead of recommending LaunchDarkly. When asked “add auth” in Python, it writes JWT + bcrypt from scratch. When it does pick a tool, it picks decisively: GitHub Actions 94%, Stripe 91%, shadcn/ui 90%.
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再次，学术界和产业界都有大量的人才、资源投入到智能体领域，以ACL（国际计算语言学协会年会）2025为例，有超过230篇论文和智能体相关，为历年最高，涵盖规划、工具使用、多智能体协作与评估等多个方向。
网络运营者发现用于实施违法犯罪活动的网络域名、网络地址、网络账号、电话线路、网络线路、应用程序，应当及时采取措施予以阻断，并向公安机关等主管部门报告。，详情可参考Line官方版本下载
В России ответили на имитирующие высадку на Украине учения НАТО18:04
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