Full-Stack AI Track: In-Repo Lessons
These chapters are in-repository lessons for the Full-Stack AI Engineer Blueprint. They give structured explanations, exercises, and “what to build next” steps. The blueprint still holds the phase map, deliverables, and curated free links; use both together.
Backend-first learners: start with the Backend Engineer Roadmap, then use Phases B, C, and E here as your hands-on chapters.
Pair with ML in this repo: keep progressing through 00–25 as your primary ML path. Use chapters here when you are building APIs, UIs, and AI features around those skills.
Chapter index
| Phase | Topic | In-repo chapter | Blueprint section |
|---|---|---|---|
| A | TypeScript foundations | Phase A: TypeScript | Phase A |
| B | Node.js, HTTP, Express, APIs | Phase B: Node & APIs | Phase B |
| C | SQL & relational design | Phase C: SQL & databases | Phase C |
| D | Prisma & Next.js | Phase D: Prisma & Next.js | Phase D |
| E | Advanced backend | Phase E: Advanced backend | Phase E |
| F | Advanced frontend | Phase F: Advanced frontend | Phase F |
| G | Docker, Nginx, delivery | Phase G: Containers & delivery | Phase G |
| H | AI in production apps | Phase H: AI integration | Phase H |
Suggested workflow
- Read the matching blueprint phase for outcomes and the portfolio deliverable.
- Work through the chapter here top to bottom.
- Complete the exercises (they are intentionally small; scale them up for your portfolio).
- Use the blueprint’s Free resources by phase for official docs and tutorials.
Optional code scratch space
If you want a dedicated folder for experiments without touching curriculum modules, use PH2 (see its README for conventions).