Caterpillars are the larvae of butterflies and moths. They can be serious garden pests, depending on the variety. They can be smooth or fuzzy, dull or bright. Caterpillars shed their skin as they grow, until they're ready to make cocoons. With luck, the cocoons in your yard will produce beautiful butterflies.