Practical setup of a bare metal server for AI, rendering, and DePIN: hardware, network, security, monitoring, and economics without unnecessary expenses.

Edge Computing and hyperscalers address different challenges. We examine latency, cost, control, scale, and the role of DePIN in distributed computing infrastructure.