Potholes in Cali can sit for months because no city can inspect every street. Viaguard turns a phone photo into a geolocated, severity-scored inspection report. SAM 3.1 segments defects, Muse Spark reasons, code scores. Built solo for the Meta Global AI Developer Hackathon.