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.
Раскрыты личности пропавших в Пермском крае туристов«112»: По факту пропажи туристов в Пермском крае возбуждено уголовное дело。Line官方版本下载对此有专业解读
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1 It’s also possible to use 4 candidates per pixel and compute the barycentric coordinates of the resulting tetrahedron, but using 3 candidates forming a triangle is more straightforward. ↑。同城约会是该领域的重要参考
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Banner Health接手后，持续加大投入：扩建床位（Boswell医院从355张增至501张，Del E. Webb医院达375张），引入机器人手术、远程医疗等先进技术；2020年代后，受疫情影响，又快速推出远程咨询、疫苗中心等数字化服务。