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AI-IaC treats AI infrastructure as versioned, testable code, enabling teams to reproducibly spin up GPU/CPU nodes, networking, storage, and model services from a Bash prompt. The article demos a Terraform + Ansible + Docker Compose workflow to provision an AWS VM, deploy a FastAPI model API, and automate plan/apply/deploy, with tips on starting CPU-first, pinning versions, managing secrets, and adding observability and scale.