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:
聚焦打基础、利长远，推动基础设施和公共服务均等化。推崇重实干、轻虚功，层层压实责任，注重帮扶实效，坚决防止搞形式主义，赓续脱贫攻坚时期锤炼的优良作风，让脱贫群众可感可及，得到实惠。
16:33, 27 февраля 2026Путешествия，详情可参考搜狗输入法2026
在開始實驗前，我以為自己因為懂法語、還有基礎西班牙語，葡萄牙語應該學起來得心應手。相反地，中文對我來說陌生到不能再陌生。
。谷歌浏览器【最新下载地址】对此有专业解读
It is designed to fill the operational gap between simple chroot
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