Mental models first
Interactive 2D/3D maps before syntax — Input, Processing, Memory, Output.
Zero to hero · enterprise mental models
Software Tutor
Vibe coding gets you a draft. Software engineering gets you a production product. Learn with interactive visuals, side-by-side Python & TypeScript, and CTO-level AI audits.
How you’ll learn
Every lesson follows the same rhythm: analogy, visual map, clean code, parallel syntax, AI audit, then a verified assignment.
Polyglot by design
Python for clarity, TypeScript for contracts. Same logic, enterprise habits.
Authority over AI
CTO audits of AI-generated code so you can ship with judgment, not vibes.
Get early access
Public studio starts with Lesson 1.1. Join the waitlist for Level 1 rollout and the full paths (Beginner · Vibe Coder · Upskilling Junior).
No account yet — early access only. Auth comes later.