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Using tools like Redis or Memcached to store session data, database query results, or complex API responses.

Synchronous HTTP calls between services create tight coupling and cascading failures. Scalable systems use message brokers (like Apache Kafka or RabbitMQ) to decouple services using a publish-subscribe (Pub/Sub) pattern. foundations of scalable systems pdf github free