Platform engineering teams have spent the better part of a decade building something admirable: Standardized Kubernetes clusters, CI/CD pipelines, internal developer platforms (IDPs), and self-service infrastructure that let developers ship applications safely, efficiently, and repeatedly. That foundation held up well — until AI arrived and changed every assumption underneath it. The debate over DevOps versus