Two eigenvectors for the price of one

Starting from a mistake done by a student, we discover an unexpected method of finding both eigenvectors for a $2\times 2$ matrix with distinct eigenvalues in a single computation. We discuss a connection with the Cayley-Hamilton theorem, and show the corresponding generalization for a $3\times 3$ matrix. The arguments should be understandable for strong linear algebra students.