Airbnb has rearchitected its key-value store, Mussel, transitioning from v1 to v2 to meet new demands for real-time data handling and scalability. The new architecture addresses challenges such as operational complexity, consistency flexibility, and data governance, while ensuring a smooth migration process with zero data loss. Key features of v2 include dynamic sharding, automated data expiration, and a robust migration pipeline utilizing Kafka for consistency.