When 1000 Requests Broke Our Kafka Pipeline: A Real Lesson in Partitions, Parallelism, and Event-Driven Systems

Recently I ran into a Kafka issue that perfectly illustrates one of the most important concepts in distributed event systems: Kafka partitions determine throughput. What looked like a timeout bug in o