AI Agents Learning Hub¶
Build real AI agents, step by step.
From zero to production — GitHub Copilot, Microsoft Foundry, MCP, Semantic Kernel, RAG, and more.
🗺️ Choose Your Learning Path¶
🤖 GitHub Copilot
Code completion, Chat, Copilot Studio, and custom extensions. Start here if you use GitHub daily.
L100–L400🏭 Microsoft Foundry
Azure AI Foundry portal, Agent Service, model catalog, evaluation, and observability.
L200–L400🔌 Model Context Protocol
The open standard connecting AI agents to external tools and data. Build and consume MCP servers.
L100–L300🧠 Semantic Kernel
Microsoft's open-source SDK for building AI agents in Python and C#. Plugins, memory, planners.
L100–L400📚 RAG
Retrieval-Augmented Generation: chunk documents, embed, store vectors, query semantically.
L100–L400👥 Agent Builder — Teams
Copilot Studio agents, Teams AI Library, and custom engine agents for Microsoft Teams.
L100–L300💻 Agent Builder — VS Code
GitHub Copilot Chat participants, VS Code extensions, and agent mode workflows.
L100–L300⚙️ Pro Code Agents
Azure AI SDK, AutoGen multi-agent orchestration, LangChain, and production patterns.
L200–L400🎯 Level System at a Glance¶
| L50 | Awareness | Conceptual only — no code, no account required |
|---|---|---|
| L100 | Foundations | First labs — free GitHub account only |
| L200 | Intermediate | Coding + GitHub Models (free, no credit card) |
| L300 | Advanced | Cloud services — Azure subscription needed |
| L400 | Expert | Production patterns — Azure paid resources |
🚀 Where to Start?¶
Start with Lab 001 → What are AI Agents?
Then follow the conceptual labs (L50) before picking a path.
Head to Lab 013 — GitHub Models or
Lab 014 — SK Hello Agent.
Both use free GitHub Models — no credit card needed.
Jump to Lab 030 — Foundry Agent Service + MCP
for a full end-to-end cloud agent experience.
Start with Lab 012 — What is MCP?
then build your own server in Lab 020 (Python) or Lab 021 (C#).