Modern platforms increasingly rely on event-driven systems to decouple services and scale workloads. Instead of tightly coupled request chains, producers publish events that consumers process asynchronously. This pattern improves resilience because failures in one consumer do not block others. However, reliability does not appear automatically; it must be designed into…