Moogle in the Machine: research tools, built with AI
A suite of UX research tools for other practitioners. I specified the product and directed the whole build with AI as the engineering resource, with no prior shipping experience.
What it is
Moogle in the Machine is a set of tools for UX researchers that I started building in April 2025: a sample size calculator, a bias checker for research questions, a significance calculator, and interactive explainers for p-values and chi-square tests.
How it was built
I wrote the product spec and directed the entire build using AI as the engineering resource, with no prior shipping experience. The tools themselves aren’t AI-powered; AI was how I built them.
Skycritter and WhisperPad followed.