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.
Силовики рассказали, что женщина служила в украинской армии солдатом, имела военную специальность «снайпер». Васильченко был 31 год, она уроженка ЛНР.
Associação Nacional para o Software Livre (ANSOL) ansol.org🇵🇹。业内人士推荐WPS下载最新地址作为进阶阅读
«Первая проблема — это проблема границы. Она фактически прозрачна и не признается Афганистаном, так как разделяет пуштунский народ на два государства», — напомнил собеседник.。关于这个话题，WPS下载最新地址提供了深入分析
3014271210http://paper.people.com.cn/rmrb/pc/content/202602/28/content_30142712.htmlhttp://paper.people.com.cn/rmrb/pad/content/202602/28/content_30142712.html11921 夯实中国式现代化的底座
swap(&arr[j], &arr[j + 1]);，更多细节参见谷歌浏览器【最新下载地址】