Welcome to Tolicus

Tolicus is an AI product company. We bridge the gap between research and real-world utility — shipping intelligent software and sharing our technical discoveries along the way. We optimize for signal. Every post should leave you with a model of how something works, not just that it exists.

What you'll find here

  • Field notes - what we are building
  • Architecture & Infrastructure - how we are building and shipping AI systems
  • Shipping Products - how they behave in production
  • Perspectives - Offering grounded opinions on the state of AI.

"There are years when nothing happens and years in which centuries happen" -- unknown

Welcome to the year of centuries.