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%.
It’s hard to know what people can see in their own mind’s eye. But for Maddie Thomas there was no doubt: she had especially vivid mental imagery
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大年初五，我去城北找小时候常吃的煎粉摊。印象里，春节期间那里总是堵得厉害，十字路口的人行天桥挤满人，走上去甚至会有一点轻微晃动。可那天到了一看，街上却空了许多。以前常逛的品牌服装店换了门头，成了红底白字的“工厂直供店”，临街最显眼的还是老凤祥、中国黄金，循环播放着春节里特有的热闹音乐。
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