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.
MITM LLCMoogle in the Machine: research tools, built with AI
What it is
Moogle in the Machine is a set of tools for UX researchers, shipped in early 2025, meant to take manual overhead out of a research workflow.
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.