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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Clydach Terrace, in Ynysybwl, Rhondda Cynon Taf, has a "unique risk of significant flooding" from the nearby Nant Clydach stream. It was under water during Storms Dennis and Bert, with homes extensively damaged.，这一点在爱思助手下载最新版本中也有详细论述
Ubicloud is an open source alternative to AWS. Our cloud services include elastic compute, block storage, CI/CD (GitHub Actions), K8s, managed Postgres, and AI inference. Today, we serve 500+ customers on our managed cloud.，更多细节参见51吃瓜
What happens after Benedict Bridgerton (Luke Thompson) asks Sophie Baek (Yerin Ha) to be his mistress? And will he ever put two and two together and realize she is his beloved Lady in Silver? This week, we finally find out.，这一点在im钱包官方下载中也有详细论述
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