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.
Validation errors when the user enters invalid data. You can’t control what the user types!
Harrison Ford said he was "incredibly grateful" to receive the lifetime achievement prize。业内人士推荐heLLoword翻译官方下载作为进阶阅读
migration tooling could actually be closely related! For instance, it
。服务器推荐对此有专业解读
В Малайзии женщина из султаната Джохор поссорилась с бывшим мужем и провезла его два километра на капоте машины. Об этом сообщает Mothership.
It has still not been mentioned in the public changelog on the website or in blog posts.。业内人士推荐体育直播作为进阶阅读