What is a common mistake with Factory pattern in Design Patterns?

Using factories for trivial construction adds indirection without solving a real variability problem. 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.