Learning Roadmap

From vibe coding
to verifiable building.

A structured path through everything you need to build real AI and hardware systems. Start at the beginning or jump to wherever you are now.

Phase 01Foundation

Start Here

Understand the tools every builder needs. VS Code, GitHub, Vercel, AI agents, and what it means to build verifiably.

What is VS Code?What is GitHub?What is Vercel?What is an AI Coding Agent?What is Verifiable Building?
Go to Start Here
Phase 02Workflows

Step-by-Step Builds

16-section workflows that walk you from blank slate to deployed product. Each workflow is a complete, verified build.

Your First AI WebsitePush to GitHubDeploy to VercelConnect a DomainSearch Console + SitemapDebug AI-Generated Code
Go to Step-by-Step Builds
Phase 03Atlas

Cogninoid Atlas

Deep dives into the concepts powering modern AI and robotics systems. Theory grounded in real applications.

Embodied AIAutonomous SystemsReinforcement LearningSensor FusionAI Agents
Go to Cogninoid Atlas
Phase 04Hardware

Hardware Atlas

Every component you'll encounter in physical AI systems. Pinouts, specs, example code, and wiring diagrams.

ArduinoESP32Servo MotorsIMU SensorsMotor DriversRaspberry Pi Pico
Go to Hardware Atlas
Phase 05Projects

Build Logs

Real builds documented from concept to code. See what breaks, what works, and why we made the decisions we did.

Robotic Arm ControlSensor Data LoggerAI-Assisted GripperAutonomous Experiment Platform
Go to Build Logs

All content is written from real builds. Each page is released when it has been verified in at least one working system.