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.
去年8月一個清晨，當時仍在睡夢中的關恆被一陣鬧聲吵醒。
。关于这个话题，同城约会提供了深入分析
“每个小姐我都跟她们说，男人啊爱情啊不要看那么重，做小姐要钱，不要花时间和青春，最多5年就不要再做啦，5年已经很久了，样子都会变老，10年就找不到男朋友了，”Maggie姐说，“出去以后做点小生意，不要让别人知道以前做过小姐。”。业内人士推荐旺商聊官方下载作为进阶阅读
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