Programming

Programming

03 — Discipline

Programming for the AI era.

Building real software with Cursor, Claude Code, and Copilot. Prompt engineering for devs, agentic workflows, AI-assisted review and testing. From prototype to production.


What you’ll learn

AI is already in your editor whether you trained for it or not. The question is whether you ship faster than you debug. The course teaches the difference.

  • The new dev workflow. Where AI fits in the actual SDLC. Setup, planning, scaffolding, reviewing.
  • Cursor, properly. Composer, agents, rules files, multi-file refactors.
  • Claude Code workflows. When to drop into the terminal. End-to-end features, long-running tasks.
  • Prompting for code. Specs that produce production code. Context loading, structured outputs.
  • Reviewing AI output. Reading AI code critically. Spotting subtle wrongness. The senior-dev skill.
  • Testing & debugging with AI. AI-assisted test generation, edge case discovery, debugging strategy.

Tools covered

Cursor, Claude Code, GitHub Copilot, Codeium, Aider, Cline, v0, Bolt

Course outline

  • 01. The new dev workflow. Where AI fits in the real SDLC. What changes, what doesn’t.
  • 02. Prompting for code. Specs that produce production code. Context loading, validation gates.
  • 03. Cursor mastery. Composer, agents, rules files, multi-file refactors.
  • 04. Claude Code: when and how. Terminal agent workflows. End-to-end features, real shipping.
  • 05. Reviewing AI output. Reading AI code critically. Spotting subtle wrongness.
  • 06. Testing with AI assistance. Test generation, edge case discovery, AI as QA partner.
  • 07. Ship-grade refactoring. Multi-file refactors, schema migrations, codebase modernization.
  • 08. Final project. Build and deploy a real full-stack feature end-to-end using the full stack.

Who this is for

Practising engineers — frontend, backend, full-stack, mobile — who can already write code without AI and want to be five times faster with it. Assumes Git, a shell, and basic confidence reading other people’s code.


Programming, actually used.

Be first when the programming course opens. Pre-launch pricing locked in for waitlist enrollees.

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