What GraphQL infrastructure should I use?

It depends on what you mean by “GraphQL infrastructure,” but in practice you usually need to choose across these layers:

1. GraphQL server/runtime
2. API gateway / edge
3. Data sources and federation
4. Caching, auth, observability
5. Client tooling

A good default stack depends on your team size and architecture.

If you want the simplest reliable setup

Use:

• Apollo Server or GraphQL Yoga for the API
• PostgreSQL as primary data store
• Redis for caching/rate limiting
• JWT/OAuth for auth
• Apollo Studio or OpenTelemetry + Grafana for observability

This is a solid choice for most startups and product teams.

If you want a managed GraphQL platform

Consider:

• AWS AppSync if you’re already on AWS and want managed GraphQL with real-time/subscriptions
• Apollo GraphOS if you want federation, schema governance, and multi-team GraphQL at scale
• Hasura if you want instant GraphQL over Postgres and fast CRUD-heavy development

If you have multiple backend teams/services

Use GraphQL Federation:

• Apollo Federation is the most established
• Put a gateway in front of subgraphs/services
• Good when you need a single graph across many domains

If your use case is mostly database-driven CRUD

Use:

• Hasura or PostGraphile
• They can save a lot of backend work
• Best when you don’t need lots of custom business logic in the GraphQL layer

If you need maximum control and portability

Use:

• GraphQL Yoga or Apollo Server
• Custom resolvers
• Your own infrastructure on Kubernetes, ECS, or serverless functions

Quick recommendation by scenario

• Startup / small team: Apollo Server or GraphQL Yoga + Postgres + Redis
• Fast CRUD app: Hasura
• Enterprise / many services: Apollo Federation + GraphOS
• AWS-heavy / managed: AppSync
• Want lightweight and modern: GraphQL Yoga

What to avoid

• Building your own GraphQL gateway/federation system from scratch unless you really need to
• Overusing GraphQL for simple internal services that don’t benefit from flexible querying
• Exposing every database table directly without auth/business rules

If you’re asking for a single recommendation

For most new projects in 2026, I’d suggest:

GraphQL Yoga or Apollo Server + PostgreSQL + Redis, and Apollo GraphOS only if you need federation/governance later.

If you want, I can narrow this down based on:

• team size
• cloud provider
• whether you need federation
• whether your app is mostly CRUD or heavy business logic