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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安全生产无小事，工程质量是底线。对于购房者而言，相较于园林规划、社区配套、户型赠送率等维度，建筑质量、房屋品质永远是最核心诉求。此次保亿润园等热点楼盘被点名，也再次提醒众多购房者，买房置业不仅要关注地段、价格、产品规划，更要重视项目的施工管理与质量把控，留意项目的监管公示信息。而对于房企而言，唯有真正重视工程质量，严守施工规范，才能真正赢得购房者的信任，在市场中站稳脚跟。