Maryland drivers bounce between congested I-495 interchanges, rural horse country near Frederick, and U.S. Navy security gates in Anne Arundel County. The MVA updated its handbook in 2025 to fold in the Strengthened Move Over law and the Vision Zero speed initiatives, so the knowledge exam now ties each question to real corridors. Set a weekly loop: Day one covers Beltway specifics—ramp metering, express lanes, and reversible traffic near the American Legion Bridge. Day two shifts to coastal conditions such as Bay Bridge winds, sea fog, and hurricane evacuation routes. Day three features suburban scenarios: school bus cameras in Montgomery County, traffic calming in Prince George’s, and bike boulevards in Baltimore. The app cites Transportation Article references so you anchor every answer in Maryland law. Wrap your practice by contrasting the Rookie Driver log with night curfew rules; the exam loves mixing licensing steps with roadway scenarios.