← thirty labs
// lab notes

Where we think out loud.

paper

Preserving Individuality in AI-Assisted Communication

The research behind Galaxie's Voice module, in plain terms. A 47 feature stylometric pipeline that keeps your writing sounding like you, not like the model.

read the note ↗2026-07-01
build note

Observability before autonomy

Why multi-agent systems should be watchable before they're trusted to act, using SwarmSight's authority, intelligence and ledger split as the case study.

read the note ↗2026-06-20
field note

What building eight products in one year taught me

Shipping over polishing, hackathons as distribution, and the difference between a demo and a product.

read the note ↗2026-05-30