case studies / Personal Engineering Project

Event-Driven E-commerce Microservices Architecture

Decoupled microservice cluster powered by Kafka Avro serialization, Keycloak 24 OAuth2 gateway, and Resilience4j circuit breaking.

role: System Designer & Backend Engineer timeline: Nov 2024 org: Personal Engineering Project

metrics & scope

6 Services Microservices
Keycloak 24 Auth Server
Kafka + Avro Event Pipeline
Zipkin + Prometheus Tracing

context & constraints

Synchronous inter-service HTTP communication creates tight coupling: when inventory verification or payment gateways slow down, order placement threads exhaust connection pools and crash the entire platform.

architectural constraint:

Order creation response time must remain invariant under downstream dependency outages. Schema modifications between services must be strictly backward and forward compatible.

decision log

1. Asynchronous Event Sourcing with Kafka & Avro

chosen design: Decoupled checkout processing from inventory allocation using Apache Kafka. Events are serialized with Apache Avro schemas registered in Confluent Schema Registry for strict contract validation.

rejected alternative: Considered REST calls with retry policies; rejected because retry storms exacerbate downstream database saturation.

2. Spring Cloud Gateway OAuth2 Resource Server

chosen design: Consolidated authentication and route authorization into an API Gateway acting as a stateless OAuth2 resource server validating JWT tokens issued by Keycloak 24.

rejected alternative: Considered service-to-service mTLS without central gateway; rejected due to high configuration complexity in development environments.

3. Resilience4j Circuit Breakers & Dead Letter Queues

chosen design: Configured circuit breakers with fallback queues: when inventory lookups exceed latency thresholds, orders enter a pending state and inventory is reconciled asynchronously without dropping customer orders.

rejected alternative: Considered failing fast with immediate 503 errors; rejected due to lost customer conversions.

public evidence & code