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: Every design choice involves a cost. The CAP Theorem (Consistency, Availability, and Partition Tolerance) is a foundational concept that forces architects to choose which properties to prioritize in a distributed environment.

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Scalable systems are designed to handle increased load and usage without compromising performance. The foundations of scalable systems involve several key principles and architectural patterns. : Every design choice involves a cost

For a broader context, the donnemartin/system-design-primer is a world-class GitHub resource that organizes disparate scalability topics into a cohesive learning path, covering much of the same ground as Gorton’s work. 3. Core Pillars of Scalability foundations of scalable systems pdf github free