As teams scale their operations, caching becomes a double-edged sword. Costs spiral, configurations get complicated, and operational headaches arise. - Over-provisioning due to unpredictable workloads. - Vendor lock-in, limiting flexibility and cost negotiation. - Inefficiencies in cache eviction policies leading to underutilized resource environments. A deep dive into how Memcarrot by https://www.trycarrots.io/ (A caching server fully compatible with Memcached protocol) solves those intricacies