How does Scala handle distributed consistency models?

Scala systems use eventual consistency, strong consistency, and hybrid models depending on architecture.

Distributed Scala systems like Akka Cluster or Kafka-based pipelines often rely on eventual consistency due to partition tolerance. Strong consistency is achieved using coordination protocols or single-writer models. Trade-offs follow CAP theorem constraints.