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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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More on this storyOasis fan suffered multiple injuries in fatal fall

小米2月销量2万+,环比下降约50%,说明产品切换的影响在2月被进一步放大。其第一代SU7已于1月正式停产,这意味着2月在售及交付的车型几乎全部为YU7 SUV。

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When the star eventually releases its outer layers, it shrivels down to its core in what's known as a white dwarf star. At that point, it'll be about the size of Earth.

As at least one user on X has pointed out, it’s worth` being suspicious of Merrygold, too. The author's profile on VideoGamer is just as awkwardly written as the review, and the profile picture of the account appears to be AI-generated. When you try to save the image locally, its file name, "ChatGPT-Image-Oct-20-2025-11_57_34-AM-300x300," also seems like a dead giveaway. Kotaku looked at the X accounts of several other recent bylines at VideoGamer and found similar results. All their profile pictures appear to be AI-generated, and all the accounts were created around the same time in October 2025.。业内人士推荐快连下载安装作为进阶阅读