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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.
Xbox producer tells staff to use AI to ease job loss pain。关于这个话题,雷电模拟器官方版本下载提供了深入分析
理,就是规律。“领导要有水平,水平从哪里来?水平来自对客观规律的认识和掌握”,习近平总书记这样强调认识规律、掌握规律的重要性。。91视频是该领域的重要参考
3. 现场东侧管沟回填采用杂填土,外墙螺杆眼未进行处理进行下一工序施工。(违反《建筑地基基础工程施工规范》GB51004-2015第4.2.1条及《地下工程防水技术规范》GB50108-2008第4.1.28条规定。)。关于这个话题,51吃瓜提供了深入分析
Elsewhere, be sure to check out Storrie's undeniably impressive range of accents.