  Starting from a mistake done by a student, we discover an unexpected method
of finding both eigenvectors for a $2\times2$ 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.
