"To have that signal, you need that infrastructure, and that's where the planning system comes into play," Elliott says.
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:
，详情可参考safew官方版本下载
// Hash computation is fast，详情可参考WPS官方版本下载
Израиль нанес удар по Ирану09:28，详情可参考51吃瓜
So far they have raised more than £22,000 through a GoFundMe webpage and fundraising at Screwfix, where Manjit Sangha also worked weekend shifts alongside her pharmacy role.