This on-demand session walks through the technical realities of building an automation pipeline that holds up in production. The focus is on how Packer, Terraform, and Ansible interact with the infrastructure beneath them—and why automation often degrades as environments grow, hardware changes, and additional systems are introduced. Rather than introducing new tools, the session examines how architectural decisions determine whether automation remains stable or accumulates operational friction over time.