Caching Invalidation: Why It's Still the Hardest Problem in Software

Caching speeds up data access by storing copies closer to users, but invalidation remains notoriously difficult. Strategies like TTL, explicit invalidation, and event-based approaches each have trade-offs between freshness and complexity. Cache stampedes, where many requests hit after an entry expires, can overwhelm systems if not handled carefully.