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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.
据新华社北京2月27日电 （记者于佳欣、邵艺博）在2026年全国两会即将召开之际，设在北京梅地亚中心的全国两会新闻中心27日正式启用。，这一点在Line官方版本下载中也有详细论述
In addition to establishing that Wind and Waves takes place in an island setting, the trailer really highlights how much …，这一点在搜狗输入法下载中也有详细论述
故事取材自 2014 年轰动亚洲的真实考场作弊事件，聚焦天才学生小琳与学霸少年班克携手好友格蕾斯、富二代小巴共同策划并完成一场跨国作弊案。。搜狗输入法2026对此有专业解读
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