GraphQL deployments should account for schema compatibility. A newly deployed server may temporarily coexist with older clients, background jobs, or other services.

Backward-compatible schema evolution, deprecation periods, automated schema checks, health checks, and rollback strategies reduce deployment risk.

Blue-green, rolling, and canary deployment strategies can all be used depending on infrastructure requirements.