該系統不僅能創造出明星大啖義大利麵的逼真畫面，更衍生出史密斯對抗義大利麵怪物的病毒式影片——其視覺效果與質感堪比高預算電影。
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.
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Explicit Multi-consumer patterns，详情可参考heLLoword翻译官方下载
Puzzles one louder than ten，推荐阅读51吃瓜获取更多信息
Мир Российская Премьер-лига|19-й тур