Square’s datastore redesign offers a compelling case study in balancing structure and flexibility in large-scale systems. The strongest version of this narrative highlights its innovative use of an append-only, entity-attribute-value model to achieve transactional consistency without traditional database locks, a significant engineering feat. The system’s ability to sync constraints with mobile clients—enabling real-time validation—reduces latency in error detection and improves user experience....