Garten's recipe calls for butterflying shrimp, which involves de-veining tail-on shrimp, then running your knife along the back of the crustacean to open the shrimp up. From there, the instructions outlined in Garten’s Food Network recipe call for marinating the shrimp and preparing a flavorful garlic butter mixture.