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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model.ctc_decoder()(encoder_out).cpu()
Strict no-logging policy so your data is always secure
“十五五”开局之年，坚持创新驱动，全面深化改革，将夯筑起中国经济应对变局、开拓新局的坚实支撑。