We deploy everything in kubernetes in the live environments, with databases in rds, s3 for objects, sometimes dynamo for other data types or patterns.

Locally there's docker compose for the APIs (Java, python) and usually postgres. It's a good observation, interrupting that workflow would be quite a pain.