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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.
尽管高端邮轮接连退出，但中国市场并未因此变得冷清。皇家加勒比的光谱号、MSC荣耀号，还有本土的爱达魔都号等，依然在运营。它们看中的是什么？，推荐阅读safew官方下载获取更多信息
Debugging this was interesting enough that I wrote a full separate blog about it, but I’ll summarize here.。Line官方版本下载是该领域的重要参考
The Winslow pub closed last month after serving pints to Everton players, managers and fans for 140 years。搜狗输入法2026对此有专业解读
去年，庞若鸣从苹果离职后加入 Meta，不到一年时间再次跳槽。据多方报道，他在 Meta 的薪酬方案价值超过 2 亿美元，包含多年期激励。