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.
第四十条 从事原子能研究、开发和利用活动的单位，应当遵守国家有关辐射防护的规定，保护公众和从业人员的安全与健康，保护生态环境。
// console.log(spanner.next(100)); // 输出1（正确），更多细节参见safew官方下载
中国邮政称已叫停《尘白禁区》联名活动。业内人士推荐搜狗输入法2026作为进阶阅读
The spellbound astronauts pinned themselves to the windows, the first humans to see the far side of our nearest celestial neighbour. And then, from over the advancing horizon, an incredible sight.
During its 30th anniversary Pokémon Presents livestream, The Pokémon Company officially unveiled two new paired games, Pokémon Winds and Pokémon Waves, the franchise's 10th mainline generation. Within minutes of the reveal, the online conversation swerved hard in one direction: the adorable starters.，推荐阅读Line官方版本下载获取更多信息