What is a common mistake with asynchronous messaging in System Design?

Assuming messages are delivered exactly once leads to duplicate side effects when retries occur. 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.