Goodhart's Law: "When a measure becomes a target, it ceases to be a good measure."
You can see this everywhere:
- Code coverage targets → meaningless tests
- Story points → velocity games
- Bug counts → closing tickets without fixing root causes
The best engineering metrics have 3 features:
- Multiple metrics
- In tension with each other
- Measure teams, not individuals