Full-Stack Development AI Journey
A 12-week learning journey to transform how you build across the stack using AI tools. Six sprints from context engineering to capstone.
Context Engineering
Write cross-layer CLAUDE.md covering both frontend and backend. Structure context so AI understands your full stack.
Weeks 1-2
Workflow Automation
Build workflows that scaffold complete features vertically: API, database, frontend, and tests in one pass.
Weeks 3-4
Agentic Patterns
Coordinate backend and frontend agents through API contracts for multi-layer feature implementation.
Weeks 5-6
Integration & Systems
End-to-end debugging with AI, API documentation generation, database schema management across the stack.
Weeks 7-8
Advanced Application
Feature migration across boundaries, performance optimization across the stack, architectural decisions with AI.
Weeks 9-10
Capstone & Transfer
Build a reusable cross-layer tool, template, or workflow for other full-stack developers.
Weeks 11-12