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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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圖像加註文字，一張由美國眾議院監督委員會去年12月發布、來自愛潑斯坦文件的圖片根據報導，蓋茨告訴基金會員工，他在2011年與愛潑斯坦見面，而此時距離愛潑斯坦就組織未成年人賣淫案件認罪已過去多年。他補充說，他知道一些關於愛潑斯坦「為期18個月」的旅行限制，但沒有仔細查核有關背景。
中华人民共和国履行缔结或者参加的国际条约所规定的义务，反对和禁止一切形式的核扩散活动，防范和应对核恐怖主义威胁，推动构建公平、合作、共赢的国际核安全体系。
，推荐阅读旺商聊官方下载获取更多信息
Feb. 24 — Ascended Heroes Mini Tin Displays，这一点在旺商聊官方下载中也有详细论述
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