How do event-driven microservices systems typically fail in production?
They typically fail through silent data loss in event streams, message ordering issues during peak load, or cascading failures when critical consumers crash. Other failure modes include events piling up when downstream services are unavailable, which can corrupt state across multiple services without robust replay mechanisms and poison-pill detection.