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    ai-coding-for-beginners

    ai-coding-for-beginners

    oujingzhou February 26, 2026
    114 copies 0 downloads

    Stanford University CS146S: The Modern Software Developer

    The Modern Software Developer

    基于 Stanford University CS146S: The Modern Software Developer

    English Version | 日本語版 | 学习检查清单 | 资源汇总


    课程简介

    近年来,大语言模型为软件开发引入了革命性的新范式。传统的软件开发生命周期正在各个阶段被 AI 自动化所改变,这引发了一个问题:下一代软件工程师应该如何工作?

    本课程将展示现代 AI 工具如何改变软件开发——它降低了应用开发的门槛,但复杂应用仍需要工程师的判断。本课程涵盖了传统软件工程挑战背后的理论,以及当今解决这些问题的前沿 AI 工具。

    重要:这不是一门 "vibe coding" 课程。你不能盲目相信 AI 的输出。Human-agent engineering 才是核心——人类工程师作为 AI 的管理者和决策者,需要阅读和审查大量代码,理解什么是优秀的软件。


    课程概览

    章节主题学习资料幻灯片
    第 1 章编程 LLM 和 AI 开发入门资料Lecture 1 / Lecture 2
    第 2 章编程智能体的架构资料Lecture 1 / Lecture 2
    第 3 章AI 集成开发环境资料Lecture 1 / Lecture 2
    第 4 章编程智能体模式资料Lecture 1 / Lecture 2
    第 5 章现代终端资料PDF
    第 6 章AI 测试与安全资料PDF
    第 7 章现代软件支持资料PDF
    第 8 章自动化 UI 和应用构建资料Lecture 1 / Lecture 2
    第 9 章Agent 部署后运维资料PDF
    [第 10 章](days/chapter10.md

    Tags

    agentaiaicodingclaude-codecs146scursorllmtutorial

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