I’m Ian Frelinger. I build systems and care about the craft of interaction — how tools feel when a real person has to live with them. Background spans systems engineering, simulation and modeling, and game and interaction design.

Ashlar is a local-first .NET runtime for AI workflows you embed. Models propose; Ashlar keeps a receipt for what ran and an admission gate for what gets trusted. It governs behavior, not intelligence.

Working on something similar? Find me on LinkedIn or GitHub.