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.
Сайт Роскомнадзора атаковали18:00。同城约会对此有专业解读
Овечкин продлил безголевую серию в составе Вашингтона09:40。搜狗输入法下载对此有专业解读
Meanwhile, Birmingham Community Healthcare NHS Foundation Trust said: "We continue to provide a package of support for Tilly, including occupational therapy, physiotherapy and speech and language therapy, and remain in regular communication with her parents about her care."
Full replays for all sessions will be available in the Apple TV app as well. Apple will offer a condensed race in 30 minutes replay option too, and the company says it’s working to hide spoilers in case users are watching after the race begins or concludes.