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.
I have some weird hobbies, and one of those is opening up the network tab on just about anything I'm using. Sometimes, I find egregious problems. Usually, this is something that can be fixed, when responsibly reported. But over time, I learned a bitter lesson: sometimes, you can't get it fixed.，推荐阅读新收录的资料获取更多信息
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Apart from syntax-highlighting, now that we have our own relatively-simple DIY-command-line, a whole space of possibilities opens up: creating drop-down menus is just a matter of navigating the cursor into the right place and printing the right things. ImplementingShift-Left and Shift-Right to highlight and select text is just a matter of recognizing the correct input codes (27 91 49 59 50 68 and 27 91 49 59 50 67 on Mac-OSX/iTerm) and applying some background color or reversing the colors for that snippet before printing.，详情可参考PDF资料
知世郎统领的花颜团起义失败，15万人被血洗，而他是唯一幸存下来的人，他麻木地坐在挂满人头的大树下，任由鲜血滴落在他的脸上、身上，过了7天7夜，这些血污凝结在他脸上，变成了永远拿不掉的血痂。