What is a common mistake with caching architecture in Cloud Architecture?

Caching without a clear invalidation and consistency strategy serves stale or incorrect data. In practice, the value of this concept comes from understanding where it belongs in the architecture, what problem it solves, and what constraints or tradeoffs it introduces.