What are the best features to look for in a bicycle backpack for commuting or long rides?

When choosing a bicycle backpack for commuting or long rides, look for features like padded shoulder straps for comfort, multiple compartments for organization, reflective elements for visibility, a ventilated back panel for breathability, and a hydration system compatibility for convenience.