Avoiding the Incinerate debuff from the Enhanced War Droid requires players to be vigilant and ready to move out of the affected area. Watch for the cast bar or any visual indicators and move out of the targeted area promptly. Use any movement speed abilities or buffs to aid in quickly repositioning out of danger.