About

What is 4M Labs

4M Labs is an applied AI and systems partner specializing in production conversion systems and operational automation. Based in Guadalajara, Mexico, we build AI agents, automation workflows, and operational dashboards for businesses worldwide.

We focus on what ships: production systems that handle real traffic, real data, and real business outcomes. No demos. No vaporware. Just working systems.

About This Cookbook

The AI Cookbook is our open-source library of production-tested recipes, patterns, and architecture guides for building AI agents and LLM systems. Every recipe comes from real projects we have built and shipped for clients.

We believe the best way to learn AI engineering is by studying production code, not toy examples. Each recipe includes full working implementations, step-by-step instructions, and deployment guidance.

The cookbook currently contains 15 production recipes, 37 agent patterns, 11 reusable skills, and 13 architecture guides. We add new content regularly.