Horizontal Scaling's Silent Killer: The Local Memory Cache Trap

Local memory caching, while efficient for single-instance applications, creates critical data inconsistency when transitioning to multi-replica environments like Kubernetes. As organizations migrate to cloud-native architectures, understanding the shift from in-process storage to distributed solutions like Redis is essential for maintaining system reliability.