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.
Workspaces now have an animated pressed state and expand to accept drops when in multitasking view. Plus, you can now uninstall apps or view them in AppCenter from their secondary-click menu, just like you can from the applications menu. And, we fixed issues with the dock’s appearance in screenshots on HiDPI displays and where the dock could become invisible in Classic sessions.，这一点在91视频中也有详细论述
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The Gemini API gets enabled on the same project. (Now that same key can access sensitive Gemini endpoints.) ，推荐阅读快连下载-Letsvpn下载获取更多信息
Detailed descriptions of every resource offered. This