10 monthly gift articles to share
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.
，推荐阅读爱思助手下载最新版本获取更多信息
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FunctionGemma 经过优化，以 developer 作为指令角色。使用 system（例如在 Hammer 或标准 Gemma 中）不会激活函数调用模式——模型将完全忽略你的工具定义。。业内人士推荐51吃瓜作为进阶阅读
My younger daughter, Nava, turned two last week. Among her favorite phrases are “No, Nava do it” and “what da HECK.” Her favorite music, by a wide margin, is Elton John. And her favorite gesture is a hearty, full-body nod. She deploys this repertoire with enormous humor, precision, and grace.
违反治安管理行为人不满十八周岁的，还应当依照前两款的规定告知未成年人的父母或者其他监护人，充分听取其意见。，推荐阅读搜狗输入法2026获取更多信息