AI Agent Learning Roadmap
Learn AI Agents, Step by Step
A simple, ordered path to understand, build, and ship AI agents — from the basics to production.
How It Works
The roadmap has 14 stages, grouped into 4 simple phases. Follow them in order.
Phase 1 Foundations Learn the base skills.
Phase 2 Agent Core Build agents with tools.
Phase 3 Systems Measure, coordinate, secure.
Phase 4 Production Deploy and operate.
Where to Start
- New to AI agents? Begin at Stage 0 - Orientation.
- Already use LLM APIs? Jump to Stage 2 - LLM Fundamentals.
- Building agents now? Go to Stage 4 - Agent Fundamentals.
- Shipping to production? Start at Stage 11 - Evaluation.
The Learning Standard
Every stage follows the same simple bar
Learn the concept. Build one thing. Measure it. Fix one failure. Write down what you learned.