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.
Veronica Viera said seeing the images of glowing plasma from space was amazing
。业内人士推荐heLLoword翻译官方下载作为进阶阅读
分享是一种信仰，连接让成长更有温度。，更多细节参见雷电模拟器官方版本下载
Tony Jolliffe BBC。关于这个话题，safew官方版本下载提供了深入分析
我的「發音測試」結果（也就是需要我大聲說出聲調的部分）就沒那麼亮眼了，從 38% 提升到第三天的 55%，雖然如此，雷布夏特安慰我說，這樣的分數已遠高於隨機猜測的機率。