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:
Returning nominees:
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人 民 网 版 权 所 有 ，未 经 书 面 授 权 禁 止 使 用
用涨价对付涨价，品牌厂商的“利润保卫战”存储芯片在智能手机的成本占比已发生剧烈变化。，更多细节参见快连下载安装
Making the announcement, Mills said "a Scottish crowd is the best crowd."，更多细节参见服务器推荐
"People didn't always carry the donor card on them in their pockets and handbags and the nurses and doctors didn't have time to look through. So there was a problem," Cox said.