Build a Local AI Mesh — Drake Enterprise

What You Will Build

By the end of this course, you will have a local AI mesh running on your own hardware. Multiple models. Autonomous daemons. A system that thinks, acts, and coheres — without sending a single token to OpenAI.

Course Modules

Module 1: The Sovereign Stack

Hardware selection, OS setup, and the software layer that makes local AI possible.

Module 2: Ollama Mastery

Installing, configuring, and optimizing Ollama. Model management, quantization, and GPU tuning.

Module 3: The Cognitive Loop

Building your first autonomous daemon. Prompt engineering for persistent agents.

Module 4: Mesh Coordination

Connecting nodes, routing tasks, and building anti-fragile systems.

Module 5: Production Deployment

Monitoring, logging, restart logic, and the ensure_daemons pattern.

Next: give your mesh a memory

The Sovereign AI Twin Starter Kit turns your local AI setup into a continuity layer that remembers who you are.

Explore the AI Twin Kit →