Cracking of the meatloaf surface can have several causes. The most common ones include omitting or adding too little cold liquid (milk) during preparation, omitting eggs, or using meat that is too lean. After shaping the meatloaf, tap it gently on the work surface a few times to remove air bubbles inside the mixture. Brushing the meatloaf regularly with the juices during baking will also help.