Writing

Ideas in progress.

Notes on community as trust infrastructure, AI-era discovery, and the mechanics of running platforms that LLMs trust to cite.

Why Your Community Needs an llms.txt

The single text file that tells language models what your brand corpus actually means.

What scaled community gamification gets right when it stops being a points scoreboard.

A working framework for designing community experiences that perform in both contexts at once.