The most common problem of a furnace is a dirty or clogged filter. When filters become blocked, the furnace must work harder to circulate air, leading to overheating, system strain, and potential breakdowns. Other common problems include malfunctioning thermostats, ignition or pilot light failures, and wear and tear on components like the blower motor.