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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Early-stage fundraising looks glamorous on LinkedIn, but here’s what you don’t see: investors price your uncertainty, not your potential. The less you’ve proven, the more equity, leverage and autonomy you give away.，详情可参考搜狗输入法2026