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.
The governor of California, Gavin Newsom, is widely regarded as one of the Democratic party’s leading contenders for the 2028 presidential election. He has also published a new book, Young Man in a Hurry, reflecting on his childhood and his path to the governor’s mansion.。业内人士推荐safew官方版本下载作为进阶阅读
成本压力不仅传导至品牌厂商，也深刻影响着ODM方案商和线下渠道。。业内人士推荐雷电模拟器官方版本下载作为进阶阅读
毕竟，用 Gemini 叫车，可能意味着用户不用再看到 Uber 的会员促销、广告推荐，甚至不再形成品牌黏性，直接损害到应用服务商/广告行业的收益。
Мерц резко сменил риторику во время встречи в Китае09:25