The Velocity Trap: Why Single-Number Forecasts Fail Engineering Teams

Velocity is frequently weaponized as a performance metric, leading to artificial estimate inflation rather than actual productivity gains. For tech leaders, shifting from single-point targets to range-based forecasting is crucial to maintaining team integrity and realistic stakeholder expectations in volatile development cycles.