This. Locally, we run the apps/services in our IDEs and all the supporting infra runs in Docker via docker compose: messaging systems, databases, caches, etc.

This has the added benefit of ensuring that developers don't interfere with each other during development. Your Kafka messages will only be picked up by your processes. Your database changes don't impact anyone else until they're pushed.