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:
因此，2026年AI硬件的集体爆发，某种程度上是必然，在模型竞赛陷入内卷，软件变现遭遇瓶颈，资本寻求确定性出口时，硬件成为了那个能同时承载技术幻想、商业收入与竞争壁垒的终极载体。
В Финляндии предупредили об опасном шаге ЕС против России09:28。关于这个话题，51吃瓜提供了深入分析
«Мы просто не можем позволить этим преступникам проникнуть в нашу страну. С этой целью ответственные органы должны уже сегодня подготовить план полного закрытия и блокады польско-украинской границы», — написал он.
。WPS官方版本下载是该领域的重要参考
Google's Maps JavaScript documentation instructs developers to paste their key directly into HTML.
Topkit_Up1982пользователь Reddit。heLLoword翻译官方下载对此有专业解读