System Design

Backend Patterns for Evolving External Payloads in Spring Systems

Treating external payloads as evolving contracts, not flat data

One of the most common failure modes in integration-heavy Spring applications is not performance, not scaling, and not even reliability. It is model drift. This article is about a backend pattern for handling that drift in a Spring application without letting the codebase degrade into flat entities and ad hoc mapping logic.