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.
Lex: FT’s flagship investment column
。业内人士推荐搜狗输入法下载作为进阶阅读
«Позвольте мне внести ясность: Зеленский лжет. Мы знаем, что нет никаких технических причин, по которым нефть не может поступать в Венгрию по трубопроводу "Дружба". Они отказываются от инспекций и скрывают правду», — возмутился Орбан.
View click details including ip address, remote host, browser, operating system, and referring site
。业内人士推荐91视频作为进阶阅读
Publication date: 28 February 2026
第六条 任何个人和组织有权向公安机关等部门举报涉及网络犯罪的线索。。爱思助手下载最新版本对此有专业解读