#AI coding for beginners
626 related articles
Research·3 min
110K PRs Tested: Which of 5 AI Coding Agents Is Most Reliable?
Empirical study of 110K open-source PRs comparing 5 AI coding agents (GitHub Copilot, Claude Code, Devin) on merge rates, code survival, and long-term maintainability—revealing AI code's 50% one-year survival rate.
Read more →
Product Reviews·3 min
OpenCLI: Wrapping Websites and Desktop Apps into Reusable CLI Commands for AI
OpenCLI is an open-source tool that wraps websites and desktop apps into reusable CLI commands for AI Agents. With 90+ built-in adapters, browser login state reuse, and auto-generated adapters.
Read more →
Product Reviews·3 min
AI Coding Tools Deep Dive: How to Choose Between Qoder, Cursor, Windsurf, and Devin
Deep comparison of Qoder, Cursor, Windsurf, and Devin across autonomy, reliability, and context capabilities to help developers choose the right AI coding assistant.
Read more →
Tutorials·3 min
Getting Started with AI Full-Stack Development: A Knowledge Framework from Machine Learning to Large Language Models
A systematic guide to the relationships between AI, machine learning, deep learning, and large language models, helping developers build a clear knowledge framework and find an efficient learning path.
Read more →
Tutorials·2 min
DIY Electronic Music Box: Building a Sound & Light Gift Box with the E101 Module
Build an electronic music box with the E101 module, buzzer, and LEDs for synchronized sound and light effects. Ideal for premium gift boxes with low cost and easy assembly.
Read more →
Tutorials·3 min
Python Learning Path: A Three-Stage Systematic Approach from Zero to Practical Projects
A detailed guide to Python's three learning stages: syntax fundamentals, advanced concepts, and practical applications. Covers OOP, web scraping, data analysis, and automation with timeline planning.
Read more →
Tutorials·3 min
The Complete Vibe Coding Workflow: A Step-by-Step Guide for Non-Developers to Build and Ship Products Independently
A complete 7-step Vibe Coding guide from requirements to deployment. Learn how non-developers can independently build and ship products using VS Code and Claude Code, with PRD writing, static Demo validation, and step-by-step development.
Read more →
Tutorials·3 min
PyTorch Beginner Tutorial: A Complete Guide to Tensor Operations and Neural Network Construction
A detailed PyTorch beginner guide covering tensor operations, dynamic computational graphs, GPU acceleration, and building your first neural network with nn.Module, with learning path recommendations and code examples.
Read more →
Tutorials·3 min
Getting Started with Vibe Coding: A Zero-to-One Guide for Product Managers
Vibe Coding lets product managers build product prototypes by describing requirements in natural language—no programming needed. Learn the core concepts, setup steps, and why PMs have a natural edge.
Read more →
Tutorials·3 min
Liberal Arts Grad's Vibe Coding Journey: How a Simple Link Aggregation Page Earned 10K+ Views
A liberal arts creator built a concert seat view website using Gemini AI in one afternoon, earning 15K views. Learn her idea selection, simplification methods, and pitfalls for a replicable Vibe Coding path.
Read more →
Tutorials·2 min
The AI Website Building Formula: Create Professional Video Websites from Scratch with Zero Coding Skills
Can't code but want a professional website with video? This article breaks down an AI website building formula: borrow aesthetics from great sites, replicate with AI tools like Kimi, and add personalized video content—all in minutes.
Read more →
Product Reviews·2 min
Windows Codex Experience: Not an IDE, But an AI Project Manager
Deep dive into OpenAI's Codex desktop app and its unique role as an AI project manager. From parallel multi-project management to minimalist design, see how it fills a gap in the Vibe Coding ecosystem.
Read more →
Industry Insights·3 min
How Do AI Solo Companies Make Money? Four Monetization Paths with Practical Advice
Deep analysis of four monetization paths for AI solo companies: custom development, self-built apps, enterprise solutions, and AI content subscriptions — with real cases and practical startup advice.
Read more →
Tutorials·3 min
Build AI Apps Without Code: A Practical Guide to Rapid Development with No-Code Platforms
Learn how to build AI apps with no-code platforms: visual UI building, LLM integration, data management, and payment monetization—no programming required.
Read more →
Tutorials·2 min
Claude Code Installation & Usage Guide: Quick Start with Terminal, Web & IDE Modes
A detailed guide to installing and using Claude Code in three modes — Terminal, Web, and IDE — with cost-saving tips and common pitfall solutions for beginners.
Read more →
Tutorials·2 min
How to Fix Codex Errors: Complete Troubleshooting Guide for DeepSeek Integration, GPT Login Issues & More
Complete troubleshooting guide for Codex errors including DeepSeek integration 401 errors, SysX configuration, .env file issues, and GPT login problems.
Read more →
Expert Opinions·2 min
Zero-Code Browser Extension in One Day: How AI Programming Is Disrupting Traditional Learning
A developer built a browser extension in one day with zero code using AI assistance. Learn the AI programming workflow, how developer roles are changing, and new methods for learning tech efficiently.
Read more →
Tutorials·2 min
Python for Absolute Beginners: A Complete Guide to Language Features and Applications
A beginner's guide to Python covering its core features—readability, simplicity, and extensibility—plus key applications in AI, web development, data analysis, and web scraping, with version selection advice.
Read more →
Tutorials·3 min
Codex Desktop Relay API Configuration Tutorial: Run GPT-5.5 from Scratch
Step-by-step guide to configuring Codex Desktop relay API: from Node.js installation and CCNIW setup to API key binding, run GPT-5.5 from scratch and generate a complete game with one sentence.
Read more →
Tutorials·2 min
Getting Started with Git and GitHub in VS Code: A Beginner's Guide to Version Control
Learn how to use Git and GitHub in VS Code for version control, covering repo setup, commits, branching, Pull Requests, and best practices for beginners.
Read more →