Self-service infrastructure was one of platform engineering’s early victories. Give developers golden paths, curated catalogs and well-guarded guardrails, and they stop waiting for tickets, ops teams stop becoming bottlenecks and engineering velocity compounds. The model worked because humans are, at their core, forgiving consumers. They can interpret ambiguous error messages, recognize when a UI is broken, retry a failed workflow and ask a colleague when the docs fall short.