Building an AI-Driven Kafka Cluster Migration Machine
We relocated ~140 interdependent services onto a new Kafka cluster, live and in order, by building a repeatable, AI-driven migration machine instead of a heroic one-off.
Ivan Perea·Sr. Engineer I·Aug 5, 2026·8 min read
