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.
坚持精准方略，找对路子，让发展成为消除贫困最有效的办法。
Глава офиса Зеленского захотел «развалить Россию»Буданов: На территории России должно быть создано несколько государств。关于这个话题，WPS官方版本下载提供了深入分析
Azure 仍是 OpenAI API 的独家云服务提供商；。关于这个话题，safew官方下载提供了深入分析
Take a standard Fedora Silverblue and ask it to switch to our OCI image with bootc switch.。业内人士推荐快连下载安装作为进阶阅读
Гангстер одним ударом расправился с туристом в Таиланде и попал на видео18:08