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.
At first glance, one might mistake Andrew's custom-built desk for upscale gym equipment
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如今蓝梦之歌已经在广西北海港暂停运营了，未来还会不会重新跑起来也是未知数，业内盛传的说法是，它也已经被摆上货架，就等买家接手了。
，详情可参考下载安装 谷歌浏览器 开启极速安全的 上网之旅。
台灣超過一半以上的職位與供應鏈相關，若不改革移工處境，將直接衝擊本土經濟。
在 Tbox 文档里粘贴为 Mermaid 代码块（Markdown 里用 mermaid ... ）。。爱思助手下载最新版本对此有专业解读