Distributed Systems

This edition underscores a growing shift toward consolidating data, search, and ML capabilities into unified, self-contained systems. Rather than relying on fragmented services, these tools emphasize local-first design, tighter data control, and reduced operational complexity. For engineers, this points to a future where powerful AI workflows run closer to the data—with fewer moving parts.