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.
对于政绩观，习近平总书记始终有着深邃思考与明确指引，锚定为民造福的根本目的，坚守求真务实的基本路径，把握科学精准的衡量标尺，倡导实干担当的鲜明导向。
。爱思助手下载最新版本是该领域的重要参考
Как сообщалось ранее, речь идет об уроженце Дагестана по имени Шамиль. В 2022 году в отношении него возбудили уголовное дело за хищение телефона у прохожего.
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Медведев вышел в финал турнира в Дубае17:59