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.
网络空间可以暂避风雨，但人生征途终要扎根现实。但愿每一个在深夜真情流露的年轻人，都能在天亮后拥有直面生活的底气，把反思化为行动，在脚踏实地中治愈迷茫，在勇敢前行中，解锁属于自己的人生答案。
。关于这个话题，heLLoword翻译官方下载提供了深入分析
Film type: Fujifilm Instax Mini film (sold separately) / Film size: 2 x 3-inches / Weight: 285 grams / Charging method: USB-C (on newer models) / Companion app: Yes / Other features: LCD screen, smartphone printing
quickSortRecursive(arr, 0, n - 1);
。旺商聊官方下载是该领域的重要参考
// Sync variants return boolean (true = accepted)
# 1Password path:，更多细节参见旺商聊官方下载