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.
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4. 信息不足时先列“缺失信息”，禁止臆造，更多细节参见快连下载安装
My partner made the Reviung41 keyboard for me as a gift. The bottom and top plates are walnut. It’s beautiful. It doesn’t have LEDs. The keycaps are blank black DSA profile. It has Cherry MX Clear keyswitches, which are nice and tactile, but quiet—ideal for my travel keyboard.。关于这个话题，WPS下载最新地址提供了深入分析
Раскрыты подробности о договорных матчах в российском футболе18:01