1
Learn by Building
与其被动接受AI生成的代码，不如主动动手构建——这才是人类保持优势的关键。
As long as we don't have AGI or superintelligence, we still need good software engineers. And even if we do reach AGI and coding is "solved," are we r…
2
I'm About to Deploy My Go + React App for the First Time — Wish Me Luck
非开发人员用AI打造20多个内部工具后，首次部署Go+React应用的真实记录，给所有曾被说不会编程的人打气。
Here's the stack: Backend: Go, Gin, JWT auth, PostgreSQL (hosted on Neon.tech), Cloudinary for image uploads Frontend: React + Tailwind CSS I haven't …
3
Apprendre la POO : les concepts avant la syntaxe (2026)
从解决问题的根源出发，六步搭建面向对象编程的核心概念框架，先理解本质再学语法。
J'ai vu le même développeur cent fois. Il sait écrire class , il colle des accolades au bon endroit, il met des private partout parce qu'un tuto a dit…
4
What AI does to the minds of novice coders [video]
AI编程助手正在悄悄改变新手程序员的思考方式，学编程的人得看清这一面。
Article URL: https://www.youtube.com/watch?v=HTUh0OO6Kmo Comments URL: https://news.ycombinator.com/item?id=48814736 Points: 2 # Comments: 1
5
Back to school
编程不是“vibe coding”，别让AI前缀误导了你——这是一份关于编程严肃性的清醒提醒。
I believe coding is a superpower. It forces us to think logically and solve problems in real world using technology. And its actually hard. However, A…
6
LLM from Scratch: a small LLM running inside MIT's Scratch
在经典儿童编程工具Scratch里运行小型LLM，硬核教学项目带你从零实现AI模型。
Article URL: https://github.com/Broyojo/llm_from_scratch Comments URL: https://news.ycombinator.com/item?id=48662756 Points: 3 # Comments: 0
7
A little tool for watching algorithms run
一款用Vue3和Canvas实现的算法可视化开源工具，免费、开箱即用，让抽象算法变得直观易懂，编程学习者不容错过。
I've always found algorithms easier to understand once I can see them move. Pseudocode and textbook diagrams are fine, but for a lot of things — how a…
8
Stack Overflow didn't just help AI learn to code
Stack Overflow不仅是程序员问答社区，它的数据还默默滋养了AI学习编程的能力——这篇文章揭示了不为人知的共生关系。
Article URL: https://zozo123.github.io/how-stackoverflow-taught-ai/ Comments URL: https://news.ycombinator.com/item?id=48433886 Points: 1 # Comments: …
9
Ask HN: Good books/resources for learning SQL?
社区求助帖汇总SQL学习好书与资源，评论区藏着值得收藏的推荐清单
Inspired by the discussion from https://news.ycombinator.com/item?id=48347483 Relative SQL neophyte building out an app and learning it from the groun…
10
Ask HN: What/how are you teaching your kids in the age of AI?
在AI轻易搞定一切时，还要不要逼孩子学编程基础？一位父亲的真实困惑与社区深度讨论。
I've been feeling more and more lost. Had plans to teach my 10yr python, maybe something fun with games or robotics. But then I look around and I see …
11
Is Learning to Code Still Worth It in the AI Era?
AI时代学编程还值不值得？听听资深技术写手的真诚困惑与思考。
With AI tools becoming more powerful every day, many beginners are wondering if learning programming is still worth it. Do you think AI will replace s…
12
Docker + Kubernetes 生产环境部署完全指南
全球开发者首选的技术内容社区，发现Docker与K8s实战指南，与同行交流最新实践。
在企业级应用开发中，容器化与编排技术已经成为基础设施的基石。本文将从实际生产场景出发，系统讲解 Docker 容器化到 Kubernetes 编排部署的完整工作流，帮助 DevOps 工程师和后端开发者构建可靠、高效的云原生应用交付体系。 一、Docker 容器化最佳实践 1.1 多阶段构建 多阶段…