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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Google AI Mode and the Future of Search
此后，不少企业家拥有私人游艇，但整体趋于低调。例如马云多次被报道拥有超级游艇，但本人并未公开回应。对他们而言，游艇象征的是生活方式，而非产业布局。