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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欢哥与V姐所坚持的不只是留住夜总会，更是延续一套已经不再被鼓励的做事方式。他们讲面子、讲规矩、讲底线，却发现这些东西越来越难以转化为现实优势。这不是个人能力的问题，而是价值体系正在整体替换。
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Inside a large warehouse on the outskirts of Copenhagen, cases of rock samples are stacked floor to ceiling.