Stacks cannot be gained for 3s after you take damage from a player-controlled unit or Roshan.
Self-damage and HP Loss damage cannot remove stacks.
Movement speed buff does not stack.
Movement speed buff is only provided if you have reached maximum stacks at least once while the item is equipped.