Dev.to
7/2/2026

Stop Treating Databases Like Dumb Storage!
Short summary
Stop treating databases as dumb storage. Use smart partitioning by business domains, deploy polyglot persistence with specialized data stores (relational, document, graph, key-value), and decouple reads via event-driven architectures with materialized views. This reduces latency, cuts costs, and scales far better than throwing hardware at unoptimized schemas.
- •Smart partitioning by business domain reduces query latency and resource consumption
- •Polyglot persistence uses specialized databases for different workloads (relational, document, graph, caching)
- •Event-driven eventual consistency decouples reads from writes, enabling massive read scalability
Generated with AI, which can make mistakes.
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