As web applications and enterprise analytical platforms grow, database read traffic often scales far faster than write traffic. Complex analytical queries, reporting dashboards, and high-concurrency read operations can quickly saturate the CPU and memory of a single primary PostgreSQL instance. To overcome these compute bottlenecks, cloud providers offer horizontal read scaling using Read Replicas. However, the underlying storage and replication architecture varies dramatical