learn
How AI Actually Works
Interactive modules that demystify AI — from how language models predict text, to how agents use tools to act in the real world. Built for curious people, not computer scientists.
Interactive Labs
Watch how AI conversations work under the hood — step through real API calls and agent workflows. See the JSON, the tool calls, and the loop in action.
open simulator →
Education Modules
Multi-step guided lessons on core AI concepts — What is an LLM, How ChatGPT Works, What Are Tokens, Prompt Engineering. Thought out, structured, and beginner-friendly.
modules in development
explore modules →
WebMCP Lab
Explore WebMCP tool discovery and agent-native browser workflows. See how websites can expose tools for AI agents to discover and use.
open lab →
Guides & How-Tos
Practical guides on Azure infrastructure, setting up local agents, deploying container apps, and navigating the ever-changing landscape of AI tooling.
guides in development
How AI Agents Actually Work
When I tell people “I build AI agents,” they think ChatGPT. But ChatGPT is just the engine. An agent is the entire car. This guide breaks down the 5 layers that make it all work.
6 modules
- 01The Big Picture
- 02How AI Communicates
- 03Context & Memory
- 04Tools & Actions
- 05Agentic Patterns
- 06Same Engine, Different Cars
start the guide →