
GraphQL Federation: Splitting a Schema Without Splitting Teams
A practical guide to GraphQL Federation for breaking up a monolithic schema across services without duplicating resolvers or gateway logic.
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Systems & patterns · 40 articles · Page 1 of 4

A practical guide to GraphQL Federation for breaking up a monolithic schema across services without duplicating resolvers or gateway logic.

Multi-region failover looks simple on an architecture diagram — the reality is replication lag, split-brain writes and DNS caches that refuse to cooperate.

How to add fields, rename properties, and restructure events in async systems without coordinating deployments or silently breaking downstream consumers.

How the transactional outbox pattern eliminates the dual-write problem and guarantees reliable event publishing without coupling database to broker.

Practical lessons from designing and operating microservices at scale: event-driven communication, service boundaries and the patterns that survived.

The core concepts behind scalable system design — load balancing, caching, database scaling, queues, and the tradeoffs that guide architectural decisions.

Architect multi-tenant SaaS with database isolation, tenant-aware middleware, quotas, partitioning and security boundaries that scale to ten thousand.

Design scalable WebSocket architectures: connection management, room-based pub/sub, heartbeats, reconnection and horizontal scaling to thousands.

Retry policies that recover from transient failures without overwhelming downstream services: exponential backoff, jitter, circuit breakers and budgets.

Use event sourcing to keep a complete, immutable audit trail of every state change, with patterns for projections, snapshotting and event replay.

A deep dive into multi-tenant patterns for SaaS: tenant isolation, database partitioning, request routing, quotas, and shared-everything vs per-tenant.

A balanced look at event sourcing: where it genuinely shines, the pitfalls that derail implementations, and practical event store and projection patterns.