Core Principles
The mental models that power everything you'll build
Software as Leverage
Software is the most accessible form of leverage ever created. With modern AI tools, any individual can build software solutions. The barrier isn't capital—it's understanding.
Architecture First
Learn to think in flows, not procedures. Understand how software systems work before diving into syntax. Design architecture before writing code.
Flow-Based Development
Every program follows: Input → Processing → Output. Master this pattern and you'll understand any software system. Visualize everything with diagrams.
Protocol Thinking
See systems as actors with boundaries and incentives. Understand where protocols break. Turn noticed friction into opportunity.
Build Your Portfolio
Don't bet everything on one idea. Build a portfolio of small, sustainable income streams. Serial solopreneurship toward financial independence.
LLM-Accelerated
Learn to work effectively with AI coding assistants. Provide architecture context, get better results. AI becomes a true collaborator.
The Learning Journey
Five stages from first program to production deployment
CLI
Build your first program. Understand Input → Processing → Output.
Static Web
HTML, CSS, JavaScript. Learn the browser triad.
SPA
React components, state management, modern frontend.
Fullstack
Express backend, REST APIs, database persistence.
Deployed
Live on the internet. CI/CD, environment config.