How we migrated a live routing system using AI-assisted refactoring

To overcome scaling limits caused by an inadequate key-value storage model, Datadog redesigned its Stream Router architecture using a relational schema to better manage complex data relationships. By leveraging AI tools like Claude and Cursor within a systematic, test-driven workflow, the team successfully migrated the production system to a new PostgreSQL-based backend without disrupting live traffic.