A "Rat Patrol" is a group of lowly thugs hired by bigger gangs and mafias to murder snitches or "rats".
Gang Leader: "FUCK! Jermaine ratted us out to the cops." Gang Co-Leader: "We got the Rat Patrol on it, he won't last a day."