🚀 Part 1. 开箱体验：极简与硬核的碰撞
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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.，更多细节参见下载安装汽水音乐
Android AI featuresAhead of Unpacked, Samsung confirmed that it would offer Perplexity as an AI agent option in Galaxy AI on the S26 lineup. As part of that update, it shared that the S26 series would respond to the “Hey Plex” wake phrase, and that Perplexity’s features would also be embedded in the Samsung Browser app. The company also recently updated Bixby to make its own virtual assistant more conversational.