Hello everyone.

I'm planning a Kafka migration and want to ensure a smooth transition with minimal downtime. I'm particularly concerned about managing consumer offsets, data consistency, and monitoring during the move. I've read about various replication strategies and tools, but I'm unsure which approach scales best for large clusters.

During the Kafka migration, I want to avoid data loss and ensure all services continue to operate without interruption. For those who have executed similar migrations, what strategies or tools worked best for you?

Any pitfalls I should watch out for or lessons learned?