System Architecture & API Design

Architecture that prevents the rewrites you can't afford: explicit boundaries, event-driven by default, failure modes designed first.

Typical system shapelive
CommandsREST · syncQueriesread APIWrite modelbounded contextKafkaevents · DLQRead modelprojectionOther contextsown their data
explicit boundariesfailure modes designed first

Architecture is where projects succeed or fail quietly. We model the domain explicitly, define clear service boundaries, and choose persistence per workload rather than forcing everything into one database.

For high-throughput systems we use event-driven designs on Kafka with CQRS, so reads and writes scale independently and the audit trail is a first-class concern, not an afterthought.

What we deliver

  • Domain modelling & bounded contexts
  • REST API design & versioning
  • CQRS and event-driven workflows (Kafka)
  • Polyglot persistence & caching strategies

How we approach it

Explicit bounded contexts

Each service owns its data and API contract.

Event-driven by default

Kafka for async, REST for sync, never mixed.

CQRS where read/write patterns diverge; single-model otherwise.

Failure modes designed first

Timeouts, retries, circuit breakers, DLQs.

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Ready to start?

Tell us what you're building. We'll review scope, architecture, and where AI fits, and reply within one business day.