This document discusses developing applications with MySQL and Java. It outlines the general product direction for scalable application architectures, including evolving from a single-tier architecture to partitioned multi-tier architectures using techniques like separating concerns, demarcating transactions, compartmentalizing persistence, and adding caching. The document provides examples of architectural evolution and takes ways for designing scalability from the start.