Included with The AI Automators membership
The AI Builders
Course
Design and build expert-level AI systems from the ground up.
Over 50 lessons pairing concepts with hands-on implementation, plus the full codebase we build in the course. It goes way beyond slides.
- Over 50 lessonsConcepts paired with hands-on implementation
- 16+ hours of footageThe key concepts, implemented in a real system
- The full codebaseThe AI agent platform built in the course
- Updated regularlyNew and updated lessons as models, patterns and tools move
Four modules, from first principles to production
Learn the key concepts, then see each one implemented in a real system, with every decision and tradeoff explained.
- What Are Agentic Systems?
- How LLMs Work
- Tokens and Context Windows
- LLM Model Landscape
- Prompt Engineering
- Structured Outputs
- Context Engineering
- What is an AI agent?
- The Agentic Loop (ReAct Pattern)
- Tool Calling
- Model Context Protocol (MCP)
- Interfaces
- Fine-Tuning
- The Architecture of an AI System
- System 1 vs System 2 Models
- Intro to AI Coding
- AI Coding Agents
- AI Coding Core Concepts
- Learning the Tools
- Metaprompting Frameworks
- Outer Harnesses
- Agent Frameworks & Platforms
- Introduction to Agentic Retrieval
- Vector RAG (Ingestion): Document Ingestion
- Vector RAG (Ingestion): Chunking
- Vector RAG (Ingestion): Metadata Extraction & Enrichment
- Vector RAG (Ingestion): Dense Embeddings
- Vector RAG (Ingestion): Sparse Embeddings & Keyword Indexing
- Vector RAG (Ingestion): The Storage Layer
- Vector RAG (Query): Query Embedding & Similarity Search
- Vector RAG (Query): Hybrid Search
- Vector RAG (Query): Re-ranking
- From Naive to Agentic Retrieval
- Knowledge Base Exploration
- Document Navigation
- Text-to-SQL for Database Retrieval
- Text-to-Cypher for Knowledge Graph Retrieval
- GraphRAG
- Compiled Knowledge
- Introduction to Harness Engineering
- Harness Architectures
- Instructions, Skills, and Dynamic Capability Loading
- Workspaces, Sandboxes and Planning
- Context Management and Delegation
- State and Memory
- Guides, Sensors and Feedback Loops
- Multi-Agent Systems
An evolving course. AI moves fast, and so does this course: we add and update lessons regularly to keep pace with the latest models, patterns and tools.
Deep on the concepts. Hands-on with today’s stack.
Platforms, tools and frameworks
IDEs and terminals
Models
A real system, not a demo
You see the concepts implemented in the Full Stack AI Agent Platform, and you get its full codebase to run as it is or extend with Claude Code.
Python · FastAPI · React · Supabase
Explore the Full Stack AI Agent PlatformFor builders who want to go beyond demos
Most resources stop where the real work begins. We don’t teach you how to build demos. We teach you how to build real systems.
Developers and builders
Build production-ready AI agents with reliable, grounded responses at scale.
Entrepreneurs
Optimize your business processes and scale efficiently with automation.
Consultants
Deliver top-notch AI solutions and streamline client operations.
Before you start
Can I buy the course on its own?
No. The AI Builders Course is part of The AI Automators membership, together with all of our other courses, the starter apps, the live workshops and the community.
Do I need to know how to code?
No. Many of our members use Claude Code or similar AI coding agents to build full systems, and the AI Coding module shows you how to work with them the way professional builders do.
What is the codebase I get?
The Full Stack AI Agent Platform, the codebase built in the course: Python, FastAPI, React and Supabase. Members can run it as it is, or fork and extend it with Claude Code.
How much time do I need?
As much or as little as you want. The course is self-paced, and the live workshops are optional, so you can dip in and out based on what you are working on.
Is the course kept up to date?
Yes. AI moves fast, so we add and update lessons regularly to keep pace with the latest models, patterns and tools.
Is there a money-back guarantee?
Yes. All plans come with a 7-day money-back guarantee, no questions asked.
Get the course with membership
The course is part of The AI Automators membership. Every member gets:
- The AI Builders Course
- The Claude Code & Codex Course and our other courses
- The starter apps, including the Full Stack AI Agent Platform
- Live workshops every week
- A global community of AI builders
- Direct access to us on the boards and live calls
Backed by our 7-day money-back guarantee.
