The 212AY Blog
Learn AI.
Build real things.
Guides, tutorials and insights on AI, automation and careers — written for builders in Morocco, Africa and beyond.
Building LLM Applications: From RAG to Autonomous Agents
tutorial
A comprehensive guide to building production-ready LLM applications, covering retrieval-augmented generation, agent architectures, and deployment best practices.
AI Automation 101: Building Workflows with n8n and Make
tutorial
Discover how to build powerful AI-powered automations using n8n and Make. From no-code to pro, learn the tools that are reshaping the automation landscape.
What is Prompt Engineering? A Beginner’s Guide to Talking with AI
tutorial
Learn the fundamentals of prompt engineering, from zero-shot to chain-of-thought, and discover how to communicate effectively with large language models.