Breaking Free

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As at least one user on X has pointed out, it’s worth` being suspicious of Merrygold, too. The author's profile on VideoGamer is just as awkwardly written as the review, and the profile picture of the account appears to be AI-generated. When you try to save the image locally, its file name, "ChatGPT-Image-Oct-20-2025-11_57_34-AM-300x300," also seems like a dead giveaway. Kotaku looked at the X accounts of several other recent bylines at VideoGamer and found similar results. All their profile pictures appear to be AI-generated, and all the accounts were created around the same time in October 2025.

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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.