$ roadmap --ai-agents

AI Agents / Agentic AI learning roadmap (beginner)

A beginner-friendly path from Python basics to deployable agentic AI systems.

Join AI Season

Start with Python and APIs

Students should be comfortable with functions, data structures, HTTP requests, JSON, and basic API usage.

Learn LLM application patterns

Move into prompts, structured outputs, tool calling, RAG, vector databases, and conversational state.

Build agent workflows

Use LangChain and LangGraph to build agents that plan, use tools, remember context, and handle multi-step tasks.

Evaluate and deploy

Production AI work requires cost control, latency thinking, observability, regression checks, and safety boundaries.