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%.
The resulting script is available here, and it worked first try to scrape up to 20,000 videos (the max limit). The resulting Python script has very Pythonic code quality following the copious rules provided by the AGENTS.md, and it’s more robust than my old script from 2021. It is most definitely not the type of output I encountered with Sonnet 4.5. There was a minor issue however: the logging is implemented naively such that the API key is leaked in the console. I added a rule to AGENTS.md but really this is the YouTube API’s fault for encouraging API keys as parameters in a GET request.
，更多细节参见safew官方下载
3014272510http://paper.people.com.cn/rmrb/pc/content/202602/28/content_30142725.htmlhttp://paper.people.com.cn/rmrb/pad/content/202602/28/content_30142725.html11921 让乡亲声音听得见、有回应（实干显担当 同心启新程·代表委员履职故事）。heLLoword翻译官方下载对此有专业解读
— Tim Cook (@tim_cook) February 26, 2026。关于这个话题，WPS下载最新地址提供了深入分析