A production GraphQL system normally consists of multiple layers rather than a single server process. Typical layers include clients, an edge or load-balancing layer, the GraphQL application, domain services, databases, caches, external services, and observability infrastructure.

Keeping these responsibilities separate makes the system easier to scale, test, secure, and operate.