Numbers crunched: how the votes were cast in the Guardian’s men’s Ashes top 100

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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.

Carroll's argument draws on decades of research, which he put together in his report, The Soulmate Trap, much of which distinguishes between what psychologists call "destiny beliefs" - the idea that the right relationship should feel effortless - and "growth beliefs", which focus on what partners can do to make things work.

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