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:
Российский арбитр Сергей Карасев вновь захотел поработать в Лиге чемпионов. Об этом он заявил в интервью «Чемпионату».
，这一点在同城约会中也有详细论述
Трамп высказался о непростом решении по Ирану09:14
官方评估数据显示，在处理真实复杂的 AI 任务时，该技术将离线处理吞吐量最高提升 1.87 倍，在线服务吞吐量平均提升 1.96 倍。