What are practical cache invalidation strategies in backend systems?

Cache invalidation is hard because data changes. **Practical strategies:** - TTL for eventual freshness - Delete keys on writes (write-through invalidation) - Versioned keys to avoid stale collisions - Event-driven invalidation (pub/sub) Pick based on consistency needs and acceptable staleness. Measure hit rate and correctness impact.