Anything you can do with stateful streaming technology, you can do with a database and a message handler. It’s just a question of programming model and scaling

Anything you can do with stateful streaming technology, you can do with a database and a message handler. It’s just a question of programming model and scaling characteristics. You typically get an in-process embedded DB per shard, with an API that makes it seem closer to managing state in memory.