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.
# Generate report statistics
。关于这个话题，谷歌浏览器【最新下载地址】提供了深入分析
Building this system requires understanding of Make.com's interface and basic automation concepts, but it's accessible to anyone willing to invest a few hours in setup. The difficulty level sits at intermediate—more complex than basic automation but far simpler than custom programming. Once configured, the system runs automatically on whatever schedule you set, collecting data and building a historical record of your AIO performance.
就像Midjourney與OpenAI的Sora等AI產品，Seedance能透過簡短文字提示生成影片。某些情況下，單一提示便能產出高品質影片。