// 比较函数（便于统计比较次数，可选）
第八条 居民委员会由主任、副主任和委员共五至九人组成。。业内人士推荐51吃瓜作为进阶阅读
。搜狗输入法2026是该领域的重要参考
You don't have permission to access the page you requested.。搜狗输入法2026是该领域的重要参考
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.
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