AI Agent Developer Roadmap

Step 2: APIs & HTTP Clients

Learn to call external services — the foundation of tool use.

Step 3: LLM Foundations

Understand how large language models work before you build on top of them.

Step 4: Prompt Engineering

Write prompts that reliably extract the outputs your agent needs.

Step 5: Tool Use & Function Calling

Give your agent hands — the ability to call functions and APIs.

Step 6: Memory & Context Management

Agents that remember — across turns, sessions, and time.

Step 7: Agent Frameworks

Higher-level tools for orchestrating complex agent behavior.

Step 8: Multi-Agent Systems

Orchestrate multiple specialised agents working together.

Step 9: Agent Deployment

Ship your agent as a reliable, scalable production service.

Step 10: Production & Monitoring

Harden, observe, and improve agents running at scale.