The Velocity Illusion: Why Pushing Metrics Backfires

Velocity metrics were designed for team-level sprint planning, not executive performance measurement. When leaders celebrate velocity improvements, engineers rationally respond by inflating estimates and cutting corners—accumulating technical debt while appearing productive. This reveals a critical leadership lesson: misaligned incentive structures inevitably drive perverse outcomes, and not every measurable metric is worth optimizing for.