2026 年，可以说是 Mac 的一个大年。
12月23日，龙潭公园，雪地车正在平整雪面。第十五届龙潭冰雪节将于12月25日开幕，占地20600平方米的冰雪世界分为雪场和冰场两部分，设立雪道漂移、急速冰道、龙潭列车、雪地转盘、冰雪城堡、悠波球、雪地摩托、极地小战车、超级坦克、雪上挖掘机等十余项冰雪游艺体验项目。新京报记者 王贵彬 陈琳 摄影报道SourcePh" style="display:none"
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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.。业内人士推荐旺商聊官方下载作为进阶阅读