We're heading to Lima with our children and have heard various stories regarding which cabs to use to get to and from the airport. Is there a general recommendation?

Also, from those who have been there recently, is it generally considered safe to hail a cab on the street? If so, is there anything in particular we should be looking for (i.e., a brand of cabs)?