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.
循着餐桌上的麦香，视线锁定在黄淮海平原这座“大厨房”。作为我国小麦最大的主产区，全国每10个馒头中，就有9个来自这片土地的馈赠。
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Per-digit arithmetic — computing sum and carry for each pair
Цены на нефть взлетели до максимума за полгода17:55。搜狗输入法2026对此有专业解读
'Disgrace'，推荐阅读快连下载-Letsvpn下载获取更多信息
Tourette's film nominated for six BAFTA awards