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Scalability is the property of a system to handle a growing amount of work by adding resources. To master this, architects must focus on several key pillars:

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In the modern digital landscape, a system's success is often its greatest threat. As user bases grow, architectural decisions that once seemed efficient can quickly transform into crippling technical debt. Ian Gorton’s Foundations of Scalable Systems provides a comprehensive framework for navigating this "tipping point," moving from simple monoliths to robust, distributed architectures capable of handling millions of requests. 1. Defining Scalability and Its Costs As user bases grow, architectural decisions that once