1L Qwen3, d=3, 4h/1kv, hd=2
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%.
。同城约会对此有专业解读
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此外，貿易關稅議題成為焦點。特朗普稱最高法院推翻其全球關稅「令人失望且不幸」，但強調關稅將以「經充分批准與測試的替代法律地位」維持。他宣稱已簽協議國家（如英國、印度、歐盟）無意退出，但未提及歐盟暫停夏季協議批准、印度推遲談判等情況。。业内人士推荐51吃瓜作为进阶阅读
RFU due to confirm shake-up of rugby’s top division
“心无百姓莫为‘官’”“不求‘官’有多大，但求无愧于民”“党中央制定的政策好不好，要看乡亲们是哭还是笑”……人民至上，始终是习近平总书记为政实践中最鲜明的底色。，更多细节参见夫子