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.
隐藏文件的展示策略也是影响用户感知的关键因素。macOS 默认不显示以点号开头的文件，而在 Windows 上，用户开启「显示隐藏文件」后即可看到 .DS_Store。但「显示隐藏文件」并不会展示 Desktop.ini，因为后者还被标记为「受保护的操作系统文件」，需要更深层级的设置才能取消隐藏。因此，如果用户经常在 macOS 与 Windows 间交换数据，对 .DS_Store 文件的感知还会更加强烈。
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有前款第五项规定的滋扰、纠缠、跟踪行为的，除依照前款规定给予处罚外，经公安机关负责人批准，可以责令其一定期限内禁止接触被侵害人。对违反禁止接触规定的，处五日以上十日以下拘留，可以并处一千元以下罚款。
關恆甚至想過，簽署自願離境，「讓家人給我買一個那種非直航的機票，我可以在飛往中國的這個途中，在中轉機場直接跳下来，直接跳機不走了，這樣我至少有機會既不回中國，又能很快離開監獄，我當時是這麼想的。」
很多有灵气的作者，就困在这第一步。我身边有一位优秀的青年写作者，名校、专业好，读书多、很有想法，我常常被他新颖的见解所吸引。他很爱说的一句话是：等我写出来，肯定会有很多人与您一样的感受。我不断鼓励他，却总是听到他回复：开了头，但总是不完美。总想一步到位，结果呢？笔尖生了锈，灵感发了霉。