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.
Последние новости。关于这个话题,快连下载-Letsvpn下载提供了深入分析
,详情可参考快连下载安装
Microsoft has announced that its rolling out support for streaming games at 1440p on Xbox consoles. Game streaming is a key benefit of paying for a Game Pass subscription, and as of 2025, now also includes games players own that aren't part of the larger Game Pass library.
第十二条 已满十四周岁不满十八周岁的人违反治安管理的,从轻或者减轻处罚;不满十四周岁的人违反治安管理的,不予处罚,但是应当责令其监护人严加管教。,推荐阅读safew官方下载获取更多信息