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.
14:42, 27 февраля 2026Экономика
群智咨询执行副总经理兼首席分析师陈军算了一笔账：“以12GB+256GB的内存为例，2025年第三季度价格是45美元左右，预计2026年第三季度价格预计为85美元左右，内存价格会增加40美元。对终端厂商而言，价格相当于多加了一块之前的内存。”，详情可参考heLLoword翻译官方下载
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