mitm_llc

← web design

own project // 2025

Moogle in the Machine

My own collection of UX research tools, which I started building with AI in 2025.

Client
My own project
Year
2025
What I built
Design and build of a growing set of UX research tools
Platform
Next.js on Vercel
Live site
moogleinthemachine.com

Moogle in the Machine is my own site, a growing collection of UX research tools. Right now it has a sample size calculator, a bias checker for research questions, a significance calculator, and interactive explainers for p-values and chi-square tests.

I started building it in April 2025 with AI as my coding partner. The tools themselves aren't AI-powered. They do the math, and the explainers let you drag the numbers around and watch what changes.

Moogle in the Machine home page: a pixel-art moogle mascot above the title and cards for the Sample Size Calculator, Bias Checker, and Significance Calculator
The home page in October 2026.