Welcome to LLM Agents Academy

SOTA Agents. 14 modules, 101 lessons.

Module 1

Foundations of LLM Agents

What agents are, why they matter, and the core loop that powers every agentic system

7 lessons

Module 2

Prompting & Reasoning

Prompt engineering techniques that unlock reliable agent behavior and structured reasoning

6 lessons

Module 3

Tool Use & Function Calling

Giving agents the ability to act on the world through tools, APIs, and the Model Context Protocol

7 lessons

Module 4

Agent Architectures

Core architectural patterns from ReAct to workflow agents and how to choose between them

7 lessons

Module 5

Agent Harnesses and Runtime Systems

The runtime layer that turns agent architectures into executable systems — managing the agent loop, tool dispatch, context and state flow, persistence, observability, error recovery, and human intervention across real production harnesses.

12 lessons

Module 6

Agent Design Patterns

Reusable software engineering patterns for building robust, maintainable agent systems

7 lessons

Module 7

Memory & Knowledge

Giving agents short-term context, long-term recall, and access to external knowledge

7 lessons

Module 8

Agent Frameworks & SDKs

Hands-on tour of the major agent frameworks and when to use each one

7 lessons

Module 9

Multi-Modal Agents

Building agents that see, hear, and generate across text, images, audio, and video

7 lessons

Module 10

Multi-Agent Systems

Orchestrating multiple agents that collaborate, delegate, and communicate

7 lessons

Module 11

Evaluation & Testing

Measuring agent quality, building test suites, and establishing confidence in agent behavior

6 lessons

Module 12

Production, Deployment & Safety

Taking agents from prototype to production: deployment infrastructure, reliability, safety, cost, and monitoring

7 lessons

Module 13

Advanced Patterns & Real-World Applications

Cutting-edge agent patterns, specialized domains, and a capstone project

7 lessons

Module 14

Enterprise Agent Applications

Applying agent patterns to enterprise verticals: data, support, DevOps, workflows, and governance

7 lessons