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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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Через него будут перекачиваться промежуточные продукты нефтепереработки, необходимые для выпуска бензина и дизельного топлива. Чиновник уточнил, что речь идет об отдельном от строительства нефтепровода для поставок сырой нефти проекте. В переговорах с сербской стороны участвовала министр энергетики Дубравка Джедович-Ханданович.，详情可参考下载安装 谷歌浏览器 开启极速安全的 上网之旅。
20 верблюдов выгнали с конкурса красоты из-за ботоксаВ Омане верблюдам запретили участвовать в конкурсе красоты из-за ботокса。safew官方下载对此有专业解读
The phase out of petrol and diesel cars from 2030 had been a key part of Jersey's Carbon Neutral Roadmap