Roadmaps

Four learning paths distilled from the research report into node trees you can work through in order. Click a node to see what it covers and the free resources for it; check nodes off as you go — progress is saved on this device.

1. Software Engineer Path Where software roles are heading 2026-2030, and the language, framework, and specialization bets that keep a full-stack developer employable. 16 nodes
2. AI/ML Engineer Path From Python fundamentals through classical ML, deep learning, RAG, and agentic AI to the specific AI job families hiring through 2030. 17 nodes
3. Python Developer Path A six-stage Python path built for developers coming from a typed language like TypeScript — idiom first, then backend, data, and the AI on-ramp. 12 nodes
4. DSA Mastery Path Beginner to advanced data structures and algorithms, with the exact problems and free video courses that map to each topic. 19 nodes