During development I encountered a caveat: Opus 4.5 can’t test or view a terminal output, especially one with unusual functional requirements. But despite being blind, it knew enough about the ratatui terminal framework to implement whatever UI changes I asked. There were a large number of UI bugs that likely were caused by Opus’s inability to create test cases, namely failures to account for scroll offsets resulting in incorrect click locations. As someone who spent 5 years as a black box Software QA Engineer who was unable to review the underlying code, this situation was my specialty. I put my QA skills to work by messing around with miditui, told Opus any errors with occasionally a screenshot, and it was able to fix them easily. I do not believe that these bugs are inherently due to LLM agents being better or worse than humans as humans are most definitely capable of making the same mistakes. Even though I myself am adept at finding the bugs and offering solutions, I don’t believe that I would inherently avoid causing similar bugs were I to code such an interactive app without AI assistance: QA brain is different from software engineering brain.
Ring-2.5-1T 的表现：
Трамп высказался о непростом решении по Ирану09:14，推荐阅读WPS下载最新地址获取更多信息
虽然莎拉的离开在外界看来颇为突然，但据多名现任及前任员工表示，这一结果并不令人意外。他们称从去年开始就已经看到不祥征兆，尤其是她的直接下属频繁更换。。下载安装 谷歌浏览器 开启极速安全的 上网之旅。是该领域的重要参考
Москвичей предупредили о резком похолодании09:45。业内人士推荐爱思助手下载最新版本作为进阶阅读
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