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: Breaking a monolith into smaller, independent services or using serverless functions allows specific parts of a system to scale independently based on demand.
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The circuit breaker pattern prevents an application from repeatedly trying to execute an operation that is likely to fail. When failures cross a threshold, the breaker trips, and all subsequent calls return a fallback error immediately. This gives the failing downstream service time to recover. Rate Limiting and Throttling : Breaking a monolith into smaller, independent services
: 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. The circuit breaker pattern prevents an application from