From Zero to AI Operator
Choose Your Learning Path
Different paths optimized for different goals. Start with any path, or take all modules sequentially.
No-Code Founder
Build AI products without writing code
Automation Expert
Master AI workflow automation
AI Consultant
Advise businesses on AI implementation
💡 Pro tip: All paths overlap significantly. The full sequential path (1→17) is also excellent!
The Complete Roadmap
15 comprehensive modules to take you from complete beginner to professional AI operator
Foundations of a Modern AI Operator
Understanding systems thinking and how AI actually works in business contexts.
Foundations of a Modern AI Operator
Understanding systems thinking and how AI actually works in business contexts.
Operator Mindset
Develop the mental models and frameworks that separate great AI Operators from good ones. Learn systems thinking, decision-making frameworks, and how to stay current.
Understanding LLMs
Learn about different LLMs, their strengths, and how to use them effectively.
Security & Ethics
Build trustworthy AI systems with proper data privacy, security best practices, and ethical considerations. Learn GDPR basics and responsible AI development.
AI-Powered Content Creation & Media Systems
Master content creation at scale using AI tools for writing, voice, images, and video.
AI Operator Tool Primer
Understanding the essential tools you'll use throughout your AI Operator journey—what they do, when to use them, and why they matter.
Core Interface Tools
Master Notion, Airtable, and Google Sheets to build powerful dashboards and databases that serve as your AI operations command center.
Data Layer
Graduate from spreadsheets to real databases and vector stores. Learn Supabase, PostgreSQL basics, and how to implement vector search for AI applications.
Automation Layer
Master Zapier, Make, and n8n to build sophisticated multi-step workflows that connect all your tools. Learn error handling, monitoring, and advanced automation patterns.
APIs & Webhooks
Master REST APIs, webhooks, authentication methods, and API testing. Learn to work with any tool's API, even when pre-built integrations don't exist.
RAG Systems
Build production-ready Retrieval-Augmented Generation systems with advanced chunking, hybrid search, reranking, and quality control. Master the patterns that power enterprise AI knowledge bases.
AI Agents
Build autonomous AI agents that can use tools, make decisions, and execute multi-step tasks. Master prompt chaining, tool calling, the ReAct pattern, and memory systems for production agent workflows.
Payments & Authentication
Transform projects into products by implementing Stripe payments and Supabase authentication. Learn to handle user sessions, subscriptions, and secure access.
Monitoring & Logging
Keep your AI systems healthy with error tracking, analytics, and performance monitoring. Learn Sentry, PostHog, and production observability.
Product Building Track
Take AI projects from idea to launched product. Learn MVP development, user feedback loops, iteration strategies, and how to build products people actually want.
What You'll Build
Real projects that demonstrate professional-level AI operations skills
Content Systems
AI-powered content engines that generate, edit, and distribute content at scale
Automation Workflows
End-to-end automation systems that save hours of manual work
AI Products
Complete AI-powered products ready for real users