Cooperative Rebalancing

Kafka Consumer Groups in the KIP-848 Era: Partition Assignment, Rebalancing, and the Operational Playbook Your Team Needs

Kafka 4.0 shipped KIP-848 and fundamentally changed how consumer group rebalancing works. Here is what actually changed, how to migrate from the classic protocol, and how to stop consumer lag from ruining your weekend.