Other sources of information were, for various reasons, of little help:
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:
。业内人士推荐新收录的资料作为进阶阅读
《智能涌现》：你们对这代产品的预期如何？。关于这个话题，新收录的资料提供了深入分析
The parade was first organized in the 1860s by Chinese immigrants who came to work during the California Gold Rush and wanted to share their culture through a “favorite American tradition,” the parade, according to the event website.