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.
Дания захотела отказать в убежище украинцам призывного возраста09:44
F-Droid f-droid.org🇳🇱。业内人士推荐谷歌浏览器【最新下载地址】作为进阶阅读
Сайт Роскомнадзора атаковали18:00，详情可参考爱思助手下载最新版本
Grammarly provides Android and IOS apps whereas ProWritingAid doesn't have a mobile or IOS app.
在AWE2026的整体版图中，创新科技展区将成为最具科技浓度、最具生命力、最具未来感的区域之一。这里，或许正孕育着下一个改变消费与生活方式的新物种。。一键获取谷歌浏览器下载是该领域的重要参考