What is algorithmic caching strategy design?

It defines intelligent rules for storing and evicting cached data.

Caching strategies determine what data should be stored, for how long, and when it should be evicted. Algorithms like LRU (Least Recently Used), LFU (Least Frequently Used), and TTL-based caching balance memory usage and hit rate. Poor strategy design leads to cache thrashing or stale data issues.