A faulty brake booster can cause issues like strange brake behavior, engine problems like stalling and vibration, and warning lights to turn on. Common causes of a bad brake booster include a loose or damaged hose, a faulty diaphragm or internal shafts/springs, or a lack of vacuum pressure. It is important to identify the reason for the problem and repair or replace the brake booster promptly to avoid safety and further mechanical issues.