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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.
。业内人士推荐夫子作为进阶阅读
此次辞任的范敏与季琦，与梁建章、沈南鹏于1999年共同创立携程，四人被称为“携程四君子”。此番两位创始元老退出董事会，意味着公司核心管理层进入新一轮迭代。
（一）指导监督行政执法工作，组织落实行政执法责任制和责任追究制度；
。业内人士推荐爱思助手下载最新版本作为进阶阅读
copaceticthoughts。快连下载-Letsvpn下载对此有专业解读
Роман писателя Владимира Сорокина «Голубое сало» сняли с продажи в сетях российских книжных магазинов. Об этом сообщает ТАСС со ссылкой на пресс-службу издательства АСТ.