请问HN：在人工智能时代，新程序员应该如何学习？
我弟弟刚开始学习编程。当我学习的时候，我花了几周的时间构建小型演示和练习——计算器、待办事项应用、小游戏——但现在，大多数这些都可以通过人工智能助手在几秒钟内完成。我在想：新程序员是否仍然应该像我们当初那样——手动构建一切——还是有更好的方法来利用人工智能工具进行学习？
你有没有看到一些新开发者在人工智能辅助下有效学习的例子？他们是如何组织自己的学习或项目的？
我很想听听你、你的学生或初级同事们今天的成功经验。
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My younger brother just started learning programming.
When I was learning, I spent weeks building small demos and exercises — calculators, todo apps, little games — but now, most of those can be built in seconds with AI assistants.<p>I’m wondering: should new programmers still learn the same way we did — building everything by hand — or are there better ways to learn with AI tools around?<p>Have you seen examples of new developers who learned effectively with AI assistance? How did they structure their learning or projects?<p>I’d love to hear what worked for you, your students, or junior colleagues today.