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I completely ignored Anthropic’s advice and wrote a more elaborate test prompt based on a use case I’m familiar with and therefore can audit the agent’s code quality. In 2021, I wrote a script to scrape YouTube video metadata from videos on a given channel using YouTube’s Data API, but the API is poorly and counterintuitively documented and my Python scripts aren’t great. I subscribe to the SiIvagunner YouTube account which, as a part of the channel’s gimmick (musical swaps with different melodies than the ones expected), posts hundreds of videos per month with nondescript thumbnails and titles, making it nonobvious which videos are the best other than the view counts. The video metadata could be used to surface good videos I missed, so I had a fun idea to test Opus 4.5:
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A perfectly practicable 1930s technology, but you can already see the downsides.
社交启蒙社交是她上幼儿园需要面对的一个重要问题，在家都是家人陪着玩，出门玩也是她自己玩的更多一些。3岁以前，都不太愿意跟别的小朋友接触，偶尔遇到大孩子喜欢她的，她也喜欢的会主动跟人玩。其他时候还是会躲着其他小朋友，如果她找别的小朋友玩，有时候她不敢，有时候别的小朋友不愿意跟她玩，她会失落。
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