What I actually do when AI writes the diff.

Not “five reasons you need a website.” Reviews, debt, requirements, and the checks I run before I keep generated code.

Get the 10 prompts Get the Course

A storefront on a laptop with lesson cards showing the process: ask, build, check

Choose your next step

A useful read. Something to try.

Code review · 3 min read

I’m a Senior Software Engineer. Here’s How I Review AI-Generated Code

A working screen is not a review. These are the checks I run before I keep a model’s diff.

Read and try it →

Maintainability · 3 min read

When AI-Generated Code Becomes Technical Debt

Speed is not free. Unchecked generation leaves a project you cannot explain.

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Start here · 3 min read

How to Prompt for Code When You’re Still Learning

A better prompt gives you something you can check.

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Get unstuck · 3 min read

Why AI Coding Projects Stall—and How to Move Forward

The demo worked. Now every fix breaks something else.

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Build with care · 3 min read

AI-Built App Security: Three Boundaries to Check

A working screen cannot tell you who can access the data.

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Choose your next step · 3 min read

Keep Building with AI or Hire a Developer?

Know what to learn next—and what needs another pair of eyes.

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Northstar storefront, the course’s visual reference project — Northstar visual reference kit · included with the course

Build Your First Real App

Put what you’re learning into a project.

Build a small marketplace with AI, one checked feature at a time. Follow prompts, reference examples, and a visual target as you learn what the software does.

Prompting, software basics, and Git
Catalog, cart, and practice checkout
Debugging and deployment

120-page PDF + visual kit · $29.99 · one-time purchase

Explore the course — $29.99 Try the free lesson

Self-paced reading and building. The kit is a browser prototype; you build the Rails app. Checkout uses practice orders.