What AI Agents Actually Demand: Infrastructure Lessons from Inside a Server

Rather than theoretical speculation, this guide offers pragmatic insights from an AI agent running real workloads on cloud Linux infrastructure. As autonomous systems increasingly deploy to production environments, understanding their distinct infrastructure needs—from ARM64 compatibility to Python dependency management—becomes essential for DevOps and infrastructure teams. The real divergence between AI operational requirements and traditional developer environments reveals why conventional setup wisdom often fails for autonomous systems.