AI Agents Foundations

Written By Madalina Bita

This free, 9-lesson course teaches you the fundamental building blocks of AI agents, completely framework-free.

You will learn how to:

  • Architect Your System: Understand the critical difference between autonomous agents and controlled workflows.

  • Implement Core Agent Logic: Build planning (ReAct), tool use, and memory systems from scratch to see how they work under the hood.

  • Master Data & Context: Learn Context Engineering to manage information flow and enforce reliable Structured Outputs.

  • Explore Advanced Concepts: Discover the five essential workflow patterns and learn how to handle multimodal data like images and PDFs directly.

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Madalina Bita
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