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 same picture is seen across the transport network - currently a third of railways are at risk of flooding, which leads to cancellations and damaged infrastructure.
，更多细节参见heLLoword翻译官方下载
同年12月，与游戏公司CD Projekt RED携手，推出了限量版《赛博朋克2077》主题Luma系列眼镜。此外，VITURE进一步拓展了在北美的零售渠道，在美国200家百思买（Best Buy）门店推出。此前为止，XR眼镜主要通过在线渠道提供，VITURE的首次门店亮相成为整个类别的重要里程碑，使购物者能够亲眼看到、亲身体验空间计算，不再局限于在线购物体验。VITURE负责人表示：“我们正在使扩展现实像其他任何消费技术一样易于接触”。
Once we have that, we can write the component in any language that supports components. The right language will depend on what you’re building or what libraries you need to use. For this example, I’ll leave the implementation of the image decoder as an exercise for the reader.
Earlier today I set you these three problems about the number 11. Here they are again with solutions.