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:
这是干事创业的行动准则：“谋划和推动本地区本部门工作要以贯彻党中央决策部署为前提，创造性开展工作，做到既为一域增光、又为全局添彩。”
云耀深维成立于2021年，总部及产研基地位于江苏苏州太仓，是一家专注于金属3D打印的科技企业，提供覆盖金属3D打印全尺寸（常规及超高精度金属打印）的设备研发及产品打印的全套解决方案。，详情可参考同城约会
寒武纪业绩快报：2025年营业收入64.97亿元，同比增长453.21%
，详情可参考同城约会
The agent was able to create a very detailed documentation about the ZX Spectrum internals. I provided a few .z80 images of games, so that it could test the emulator in a real setup with real software. Again, I removed the session and started fresh. The agent started working and ended 10 minutes later, following a process that really fascinates me, and that probably you know very well: the fact is, you see the agent working using a number of diverse skills. It is expert in everything programming related, so as it was implementing the emulator, it could immediately write a detailed instrumentation code to “look” at what the Z80 was doing step by step, and how this changed the Spectrum emulation state. In this respect, I believe automatic programming to be already super-human, not in the sense it is currently capable of producing code that humans can’t produce, but in the concurrent usage of different programming languages, system programming techniques, DSP stuff, operating system tricks, math, and everything needed to reach the result in the most immediate way.，详情可参考91视频
Ранее проведенный среди пожилых людей опрос показал, что очевидные признаки старения обычно появляются в возрасте между 40 и 50 годами. По данным исследования, наиболее значительным признаком считают появление боли во время движения.