Jennifer Lopez strolls around Miami in an orange cropped top with boyfriend Alex Rodriguez

They spent their second Valentine's Day together in Miami. And on Friday, Jennifer Lopez and Alex Rodriguez stepped out to grab lunch in the city's design district.