We publish what we learn.

Research, engineering notes and how we work. Written by the two people who build the products.

Can a small, local model diagnose network faults?

We tested Kestrel on 150 faults it had never seen. It got 68% right, up from 11% for the base model.

Auspex ran almost twice as many commands as it needed. A simple budget fixed it.

One email when something new is out. No noise.