While it is true that Kafka does not guarantee long-term steady state behavior, it is modeled as an impedance adapter of infinite capacity. It presents no impedance to the producer, has storage that is much larger than the arrival rate, and drains to the consumer as available. Any feedback between the consumer and producer has to happen out of band, which is fine.