Goodhart's Law

Goodhart's law describes the tendency for a metric to become a target in its own right, rather than a measure of performance. In practice, proxy KPIs can drive gaming, tunnel vision, or perverse incentives.

To prevent it, use multiple measures, include quality checks, and review leading/lagging indicators regularly. Write the intent of each metric so teams can trade off numbers against real outcomes.