When I sit down with new engineers, we often start by discussing the CAP theorem (Consistency, Availability, Partition tolerance) to explain trade-offs in distributed systems. For years, it was the standard framework, but relying on it alone leaves engineers unprepared for the nuances of modern System Design.

The CAP theorem tells us that...