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.
Перед этим компанию оштрафовали в России на 15,2 миллиона рублей. Google признали виновной в четырех эпизодах неудаления информации, ограничить доступ к которой требуется в соответствии с российским законодательством.
在一线奔走，往细微处钻研。陈阳的履职大多在塘边泥埂上，没有聚光灯，却有一种让人踏实的笃定。正如她每天检验的种苗饲料——数据不掺假，分量不短秤。。91视频对此有专业解读
11. World Economic Situation and Prospects 2026 | UN Trade and Development (UNCTAD), unctad.org/publication…
。关于这个话题，快连下载安装提供了深入分析
Open source underpins the critical infrastructure of the global tech ecosystem, and the
ВСУ запустили «Фламинго» вглубь России. В Москве заявили, что это британские ракеты с украинскими шильдиками16:45。搜狗输入法下载是该领域的重要参考