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这一切也向人证明,造物从不喧哗。它不在惊雷里,不在骤雨里,甚至也不在鲜花绽放的那个瞬间里,而是藏在这悄无声息里,藏在老槐树皮下那一层肉眼难辨的青润里,藏在白杨枝条顶端那抿紧的苞芽里,藏在自己出门时未加思索便不再缩颈的那个本能里。我们总以为生命是一场盛大的宣告,可眼前这些树,不知见识过多少场季节轮替,不知经历过多少次死而复生的误会,它们在寒风里站了三个月,冰雪压过,北风削过,黎明前最冷的时刻也熬过。可它们不解释,也不申辩,只是在春风撩过无人察觉的某一天,率先准备好那一粒嫩芽;在无人注视的某一刻,那亿万条被误认作枯枝的枝丫,不约而同地调转了枝头的方向。也许生命本该如此,不是为了被看见,而是为了完成;也许这才是造物的脾气,它从不邀功,只是悄悄发生。
。关于这个话题,Safew下载提供了深入分析
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.
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