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.
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我有个朋友在重庆加盟了一个快招品牌。他没有坐以待毙，而是通过自我学习，深耕经营，最终将这家快招门店做成了该品牌唯一存活且盈利的门店。
As well as marking St David's Day, Rhys will be attending the Actors Awards in Los Angeles where he is nominated in the best actor in a limited series category for his role in the Netflix psycological drama, The Beast in Me.。heLLoword翻译官方下载对此有专业解读
Ряд дорог в центре Москвы в пятницу, 27 февраля, временно перекрыли для автомобилей. О приостановке движения столичных водителей предупредили в пресс-службе городского Дептранса в Telegram-канале.
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