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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但 AI 文本性能的提升,跟媒体 AI 转型的进程，必然不是同步的。，这一点在同城约会中也有详细论述
Real household disposable income is expected to grow between 0.6% and 0.9% each year between 2026 and 2030.
在这个俯视视角的案例中，AI 极好地模拟了老式 LOMO 相机的特殊质感。女演员孑然独立于铺满黑白海报的地面上，画面的电影张力和故事感呼之欲出。