Rosy was born in Fontaine-l'Évêque. He was employed by Charles Dupuis in 1954 as "giver of ideas" at the Franco-Belgian comics magazine Spirou. Two years later he assumed the position of artistic director, which he remained until 1971. Along with Yvan Delporte, he is credited with responsibility of the magazine's success during the 1950s and 1960s.