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System Design
Practice load balancing, caching, and queues as small design choices with tradeoffs.
Split traffic across stateless application workers and keep sticky state out of the service tier.
Use cache only when the read pattern, freshness tolerance, and invalidation path are clear.
Move slow or retryable work behind a queue without losing idempotency.