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:
同时，在 Flow 内置 Nano Banana 这一高保真图像模型，支持直接生图并作为视频生成的关键帧素材。我们在 Flow 平台，也能使用最新的 Nano Banana 2 模型。
。业内人士推荐雷电模拟器官方版本下载作为进阶阅读
Elsewhere, Chelsea overcome Manchester United after extra time in a heavyweight rematch of last year’s final, Liverpool claim Merseyside derby bragging rights, and Birmingham and Charlton keep WSL 2 representation alive in the last eight. The panel also reflects on Chatham Town’s historic cup run and what the growing gap between the WSL and WSL 2 tells us about the current landscape.
Фото: Alex Brandon / AP