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.
郭锐任职荣耀期间，主导荣耀从“中国荣耀”到“世界荣耀”的品牌跨越，推动端侧AI在消费级市场的落地。
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Дания захотела отказать в убежище украинцам призывного возраста09:44
7. FATHER MOTHER SISTER BROTHER。业内人士推荐搜狗输入法2026作为进阶阅读
"tengu_cache_plum_violet": false
She was told she would have to have her gallbladder removed, but before she could have the operation, her gallstones caused pancreatitis – an inflammatory disease that can be fatal.。heLLoword翻译官方下载是该领域的重要参考