Idempotent APIs offer predictable outcomes across retries and failures, enabling resilient distributed architectures. This evergreen guide outlines key principles, patterns, and practical steps for implementing robust idempotency, handling state, concurrency, and error scenarios without sacrificing performance or developer productivity.