LinearUncle @LinearUncle
👑 AI coding - 职业工程师 📊 Visualization - AI可视化工具，AI文生图领域探索者 💻 Prompt Engineering - 提示词爱好者 曾经的AI命令行编程工具aider简中第一吹。 正在研究并行编程 中国杭州 Joined March 2020-
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最近我感觉简中推特越来越没意思了，导致我开始屏蔽"claude code", "vibe"等关键字了。
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谷歌香蕉模型居然看不到东亚面孔人才。
我也被gemini通知需要二验学生身份了，感谢博主，搞定了
人类是最没有耐心的动物之一，总想要即时反馈。 写 prompt 时最明显。 下次在喷大模型之前，耐心，清晰，有逻辑性地构建一个prompt，把你的智慧内涵其中，收效反而更高。
agent小经验： 1. 写文案、搞学习，可视化的 agent，对任务“完成”的理解有点浅，跑两三趟就停了 2. 人先列一张 todo list，类似n8n、dify 的流程 3. agent 照着这张表，一步一步来 4. 单独每一步里，agent可以自由发挥 把人类 To-Do List…
Coding agent 已经发展得很好了。接下来我们需要更多其他类型的 agent。 比如源码阅读 agent，类似 DeepWiki 那种。还有写书的 agent，现在不少大佬在做。再加上可视化 agent、学习 agent 等等。
用 deepseek v3.1 + claude code 省钱的法子。 AI 编程靠管上下文。 用 deepseek v3.1 时，觉得任务变了，就敲 /clear 清掉旧上下文，长度下来，钱也省。 deepseek 命中缓存虽便宜，也顶不住烧：我随便一个任务就 0.51元。 9 月还要涨价，更用不起。 deepseek…
刚才在终端里打命令： ^vim^source 意思是把上一条的 vim ~/.zshrc 里的 vim 换成 source，于是变成： source ~/.zshrc 这个小技巧当年从左耳朵耗子陈皓老师那儿学来的。 陈老师突然走了，后来再没遇到过像他那样又热情又爱分享又巨强的工程师。…
AI写代码容易，看懂它写的却难。 拿AI当学习助手也一样：有工具不等于学得会。 线性代数的课本汗牛充栋，真学进去的没几个。 所以，怎么用AI带人学，是一门手艺。 这手艺，我看得跟文科大佬学。
生活在了最好时代，有了AI的协助，学习和记忆越来越便捷。 vibe coding了一个db storage engine, 目的是尽量搞懂bplus tree如何存储db数据，数据结构不复杂，但是如何存储到文件系统，反向如何加载到内存一直没彻底搞清楚。 另外又vibe coding了数据结构可视化。
作为梁神的粉丝，对deepseek很失望，感觉江郎才尽了。 v3.1的出现，只会伤害国产新贵kimi k2和glm-4.5，好不容易出头又要受影响。
作为梁神的粉丝，对deepseek很失望，感觉江郎才尽了。 v3.1的出现，只会伤害国产新贵kimi k2和glm-4.5，好不容易出头又要受影响。
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