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.
Materials science
Сайт Роскомнадзора атаковали18:00。业内人士推荐Line官方版本下载作为进阶阅读
Мощный удар Израиля по Ирану попал на видео09:41，这一点在搜狗输入法2026中也有详细论述
2021年，在生存线上苦苦挣扎了多年之后，松下终于下定决心从电视机生产领域大举撤退，这一年松下被传出大幅缩小电视机业务，自主生产仅保留部分高端机型，总量约为100万台，仅为高峰期的5%。，推荐阅读im钱包官方下载获取更多信息
第四十六条 发生核事故时，有关单位和个人必须立即采取应急措施，并按照有关法律、行政法规的规定报告，禁止缓报、瞒报、谎报核事故。