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.
对于创作者而言，技术正从一个难以驾驭的“创意伙伴”，转变为一个真正得心应手的“创作工具”，好的创意只会获得更大的发挥空间。，推荐阅读下载安装 谷歌浏览器 开启极速安全的 上网之旅。获取更多信息
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const cur = val; // 简化变量名，代表当前价格。业内人士推荐爱思助手下载最新版本作为进阶阅读
唐納德·特朗普（Donald Trump，川普）總統數個月來一直警告，如果最高法院做出這樣的裁決，將是一場災難。
Екатерина Грищенко (старший редактор отдела «Бывший СССР»)