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AI Coding: From Zero to ProductionAn AI Coding Guide for IT Teams

Experience First, Understand Later · Problem-Driven · Every Concept Has a Runnable Demo

Learning Roadmap

Three Learning Paths

⚡ Fast Track (7 Lessons, ~3 Hours)

Quickly run through the entire AI development workflow, suitable for colleagues with limited time who want to get started quickly:

1.1 First AI Conversation4.1 Prompt Basics5.1 IDE Tools7.1 Function Calling9.2 ReAct Agent12.1 RAG Basics14.1 Knowledge Base Practice

🎯 Role-Based Paths

Choose key chapters based on your role:

📚 Complete Path

Complete all 14 chapters and 46 sections, from beginner to expert. Read in chapter order.


About This Guide

This guide is based on the AI technology ecosystem as of February 2026. The AI field evolves rapidly, and some content may change with version updates. Each section is marked with the last update date, and core demos are tied to specific package versions.

An AI coding guide for IT teams