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:
The first drop on Feb. 23 featured Ascended Heroes ETBs. Walmart+ members could score these boxes for $59.99 — way below the $120 price point on TCGplayer. Next came Ascended Heroes Mini Tin Displays for under $130 and Journey Together Booster Bundles for under $35. Finally, Pokémon fans got discounted Destined Rivals Booster Bundles on the final day of this promotion.
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因此，2026年AI硬件的集体爆发，某种程度上是必然，在模型竞赛陷入内卷，软件变现遭遇瓶颈，资本寻求确定性出口时，硬件成为了那个能同时承载技术幻想、商业收入与竞争壁垒的终极载体。，详情可参考heLLoword翻译官方下载
More on this storyTeen mental health: When to seek help and what parents can do。旺商聊官方下载对此有专业解读
[qjoly@fedora ~]$ rpm-ostree status