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.
“In the manifold of breakfast, are there empty subspaces? Might there be breakfasts that no one has ever had? With a theoretical model of breakfast, can we derive the existence of ‘dark breakfasts,’ breakfasts that we know must exist, but have never observed?”
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"And even if they go elsewhere, it's always the most shows, or the best shows in London. So if you're Northern, it's not great."
Филолог заявил о массовой отмене обращения на «вы» с большой буквы09:36
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Council officials recommended the council acquired numbers 1-16 on Clydach Terrace, which would include incidental costs, relocation assistance and legal fees.。heLLoword翻译官方下载是该领域的重要参考
但游艇产业高波动、重资产、长周期的特性，一旦叠加多元化扩张失误，风险便集中爆发。