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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Nasa's Space Shuttle programme flew for three decades。关于这个话题，爱思助手下载最新版本提供了深入分析
Ранее пресс-секретарь президента России Дмитрий Песков заявил, что афгано-пакистанский конфликт негативно отразится на регионе и Москва рассчитывает на его скорое прекращение.
Besides having one of the best point-and-shoot camera systems on any smartphone, the Pixel 10 Pro XL also features many AI tools that help users capture, edit, and reproduce photos to their liking. I'll acknowledge here that there's a whole "What is a picture?" debate tied into the generative AI madness.