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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「這裡這樣的氣溫其實挺舒服的，」他說，「零下五度已經是最暖的時候。氣溫可以降到約零下40度，但平均大約是零下20度。」。业内人士推荐搜狗输入法下载作为进阶阅读
在上述两项金矿资产收购之前，洛阳钼业的黄金业务体量较小，主要来自原有矿权的副产。而此次收购交易完成后，洛阳钼业黄金年产量将新增约8吨，叠加厄瓜多尔Cangrejos金矿（预计2028年投产，设计年产11.5吨），公司黄金总产能有望在2028年左右突破20吨大关，将跻身全球黄金生产商前列。
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