Ship production software much faster by making AI coding tools your default workflow instead of an occasional trick. You will develop, debug and deploy real applications with GitHub Copilot, Cursor, Claude Code and more.
Module 01 · The Vibe Coding Mindset
Prompt-first development, thinking in specs and intents instead of syntax, and the generate → run → refine loop that makes AI coding reliable.
- From spec to working code
- When to trust AI output and when to verify it
- The iterative generate, run, refine loop
Hands-on project: Turn a one-paragraph app idea into a working scaffold in under 15 minutes.
Module 02 · Your AI Pair-Programming Toolkit
Hands-on setup and comparison of the tools AI-native developers use today.
- GitHub Copilot: completions, chat and workspace edits
- Cursor: codebase-aware chat and multi-file edits
- Claude Code: agentic terminal-based development
- Windsurf & Cody: when to reach for them
Hands-on project: Configure a personal AI dev environment tuned to your stack.
Module 03 · Rapid Prototyping & Scaffolding
Generate full app skeletons, UI components and API endpoints from natural language, and make safe multi-file edits.
- Frontend, backend and database from one prompt chain
- UI components from a design brief
- Consistent codebase-aware edits
Hands-on project: Scaffold a complete CRUD application from a single prompt chain.
Module 04 · AI-Assisted Debugging & Refactoring
Feed stack traces and logs to AI, find root causes fast, and safely refactor code you didn't write.
- Explaining unfamiliar codebases
- Root-causing bugs from traces and logs
- Refactoring legacy code safely
Hands-on project: Diagnose and fix a deliberately broken real-world codebase.
Module 05 · Testing & Code Quality With AI
Generate meaningful tests, run AI code review, and catch security issues before they are committed.
- Unit and integration tests from existing code
- AI-assisted code review
- Security scanning in your daily workflow
Hands-on project: Take a project from 0% to meaningful test coverage.
Module 06 · AI-Native Git & Deployment Workflows
AI-written commit messages and PR summaries, automated review bots, and CI/CD scaffolded with AI.
- Commit messages and PR summaries
- Automated review bots
- CI/CD pipelines and one-click deploys
Hands-on project: Ship a change through a full AI-assisted Git → CI → deploy pipeline.
Module 07 · Capstone: Build & Ship a Real Product
Take an idea all the way to a live, deployed product using the whole AI toolchain.
Hands-on project: A fully working, deployed application for your portfolio.