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for grammar, punctuation, and spelling errors in the text。咪咕体育直播在线免费看是该领域的重要参考
21:31, 2 марта 2026Ценности，详情可参考Line官方版本下载
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.，这一点在下载安装汽水音乐中也有详细论述
AI Work Companion 概念机：以桌面时钟形态呈现，可自动生成日计划、监测专注度，并在周末生成「庆祝报告」，强调健康节奏与轻量化交互；