A creative roadmap for backend devs.

Everyone knows how to add a cache. Almost no one has a written-down invalidation strategy before shipping.

You type a username. Before you finish, it’s already taken. No network call. No lag. How?

Cache stampede is when your own users become the attack. The fix is not more cache — it is treating the cache miss path like a critical section.