Common mistakes to avoid in HVAC design include oversizing or undersizing equipment, inadequate ductwork design, and poor system layout. Engineers should also avoid neglecting to consider factors such as building orientation, window placement, and insulation in their design. Additionally, failing to properly commission and test the system can lead to poor performance, energy inefficiency, and reduced system lifespan.