Local context, without the assumptions
Mount Airy spans Frederick and Carroll counties, with housing that ranges from historic areas to newer subdivisions. That context can affect equipment age, access, and outdoor-unit exposure, but it does not tell you what failed. The diagnosis still has to match the system's symptom.