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.
This site is hosted on Fly.io, a US-based infrastructure provider. The database is SQLite, stored on an encrypted persistent volume. Verification emails are sent via Resend. Google Forms is used as one verification option because it allows email confirmation without sending anything to your inbox. The site itself is a simple open-source Flask application. No analytics or tracking scripts are used. DNS and SSL are managed through Cloudflare.
。搜狗输入法2026是该领域的重要参考
全要素生产率提升，既是技术创新的表现，更是制度红利的释放。深化改革开放，从内部体制优化和外部资源引入双向赋能全要素生产率提升，畅通国民经济循环。
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