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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.
，详情可参考WPS官方版本下载
Lenovo likes to play with ideas all year and then bring them all to MWC in Barcelona, and we love it.
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中小商户的转型工具箱：从“卖床位”到“卖体验”
对魅族而言，选择比努力更重要，在行业结构性调整期，放弃不擅长的重资产赛道，聚焦自身优势，才是长期主义的选择。，详情可参考同城约会