Build Once. Solve Anything. Stay Irreplaceable.
An AI Generalist is a full-stack builder for the AI era, understanding enough across domains to prototype fast, build useful tools, and solve real-world problems. With 4 out of 5 jobs impacted by AI by 2030, becoming the person who builds with it is the best way to stay ahead. This guide is for the creative problem solvers, not just the coders.
Build smarter products, automate your agency, and generate content at scale to gain a competitive edge.
This roadmap provides a structured path from foundational concepts to building full-fledged AI products. Click on each level to expand and explore the necessary skills and tools for that stage. Your journey from a casual user to an AI builder starts here.
As you gain experience, your contribution as an AI Generalist evolves from enhancing personal productivity to driving organization-wide innovation. This chart illustrates the increasing scope of your impact over time. Hover over the bars to see details for each experience level.
A generalist thrives by knowing the right tool for the job. This toolkit is a curated collection of essential platforms and technologies across different categories. Use the filters to explore the tools you'll need at each stage of your journey.
The best way to learn is by building. Here are some practical project ideas you can tackle in your first 30 days to apply your skills and create tangible value. These projects cover a range of applications from personal tools to business solutions.
AI Generalists are modern-day full-stack problem solvers, valuable in any industry.
You don’t need to be a professional coder—just learn to think like a builder and leverage the right tools.
The skills are transferable. Learn once, and apply them across countless business challenges.
The compound effect of being early is massive. While others are just learning to prompt, you’ll be building real solutions.