Community supervision is a criminal justice practice where offenders serve their sentences outside of incarceration, under the monitoring and guidance of probation or parole officers. It aims to rehabilitate individuals while ensuring public safety by enforcing compliance with specific conditions and providing support services to facilitate reintegration into society.