Why is running Kafka locally via Docker Compose the standard approach instead of installing it natively?

Kafka has several moving parts (broker, and previously ZooKeeper) with specific version compatibility requirements — Docker Compose lets you declare the exact versions and configuration as code, spin the whole stack up/down with one command, and avoid polluting your local machine with a long-running native Kafka install that's easy to misconfigure or forget about.