The end of cloud-first: What compute everywhere actually looks like

### Executive summary: This article discusses the shift from centralized cloud processing to distributed edge compute, explaining how devices increasingly filter, classify, and act locally and highlighting operational challenges such as intermittent connectivity, staged rollouts and updates, partial failures, and fleet diversity; it advises teams to evaluate data gravity, constraints, and operational capabilities when deciding where to place workloads.