"Choosing between LSM Trees and B-Trees dictates the throughput ceiling of your write-heavy or read-heavy workload." What We're Building We are analyzing the fundamental trade-offs between two dominant key-value storage paradigms. The goal is not to declare one superior, but to understand the architectural implications of each. This comparison focuses on write amplification, read latency, and