// writing

Thinking on inference infrastructure.

Architecture decisions, research notes, and operational lessons from running frontier open models at production scale.

security · 2026-04-10

What SOC 2 Type I readiness actually involves.

The controls, the evidence, and the six months of infrastructure changes that got us to readiness assessment.

security · 12 min read