Cache invalidation, man, it's a tricky one.

i'm thinking about the best ways to keep caches up-to-date without causing too much overhead. time-based expiration is simple, but not always accurate. we've all seen stale data issues. what are your preferred methods for cache invalidation? any specific patterns or tools you find particularly effective in complex systems