Articles

Notes on infrastructure operations, AI Ops, reliability, and the context that makes systems easier to run.

Operational Context Engineering: The Missing Layer Between Observability and AI Ops

AI Ops needs more than copilots. It needs operational context across telemetry, topology, ownership, change history, runbooks, and governance.