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.
这段视频是在距离枪手行凶所在桥梁约50米处拍摄的。在整个恐袭过程中，枪手纳维德·阿克拉姆和萨吉德·阿克拉姆大部分时间都位于这座桥上。
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春节，东坝汤家村的马灯表演队最为忙碌。省级非物质文化遗产代表性传承人汤春山，是村里第五代大马灯传承人，近40年来一直致力于传承弘扬这一民间艺术。“马灯是乡亲共同保护好的文化遗产。马灯的传承，少了谁都不行。”他一边为娃娃扮相儿，一边讲解。东坝大马灯表演讲究人马合一。每匹竹马由前马首与后马身共同驾驭，前者戴竹编马头面具，后者屈身紧抓前者腰带，通过“左步起、右步跟”的步伐模拟真马动态，行内有着“演马人要先观真马三日，记其鬃毛颤动频率，再练马步百日，方能人马合一”的说法。
Publication date: 10 March 2026
湾漳壁画墓不仅出土了考古所见规模最大的墓葬壁画，也是秦汉以后出土陶俑数量最多的墓葬。墓道壁画绘制的106个出行人物和墓室中出土的1805件陶俑，构成了北齐开国皇帝文宣帝高洋的“大驾卤簿”。这些陶俑中，骑俑多达200余件，以骑兵俑为主，均为身披铠甲的武士形象，甲骑具装俑更是多达90件。这些骑俑所对应的或许就是文献中记载的虎贲。此外，骑俑还包括头戴平巾帻的仪卫骑俑和鼓乐骑俑各30余件。鼓吹铙歌自汉代从西域传入中原后，便逐渐成为军中乐队及身份的标志。骑在高头大马上的仪卫和鼓吹军乐，在步行将士、文吏们的簇拥下，共同组成了庞大的送葬队伍，一同护送高洋的灵柩进入幽深的墓室。