Mathematical dragons are everywhere! Difficult to spot by the layman's eye, they are extremely dangerous. Fortunately, it is possible to identify them by using the tools of the Calculus of Variations. This art was initiated by the ancient Greeks, and has been refined over the centuries. It is nowadays a powerful and versatile way to tackle dragon-like issues in several areas ranging from physics to imaging science, and from materials science to machine learning.