Goodhart's Law: "When a measure becomes a target, it ceases to be a good measure."
Tell engineers "we need 80% coverage" and coverage becomes about hitting numbers.
- Story points → velocity games
- Bug counts → closing tickets without fixing root causes
- Deploy frequency → empty deployments
The best metrics: (1) multiple measures in tension with each other and (2) measuring teams not individuals.