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:
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First up, there's Monster Hunter Rise. This was initially a Nintendo Switch exclusive before making the jump to other platforms. This is a decent Monster Hunter game with a focus on verticality. There are tools to quickly scale large cliffs and engage in aerial combat. It can be played solo or via a four-person squad. The gameplay loop is as addictive here as ever. Fight monsters. Gather materials. Upgrade weapons and armor. Rinse and repeat.
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黄仁勋：AI 助手不会取代软件行业。夫子是该领域的重要参考
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