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.
終止NPR和PBS公共廣播的聯邦補助
。关于这个话题，im钱包官方下载提供了深入分析
"items": ["annual_subscription"],
3014250410http://paper.people.com.cn/rmrb/pc/content/202602/27/content_30142504.htmlhttp://paper.people.com.cn/rmrb/pad/content/202602/27/content_30142504.html11921 “春节已成为世界共享的文化瑰宝”
此前，iPhone 拍照以太直白、太平淡，没什么个性也没什么风格闻名，并由此得到个很贴切的外号——白开水。