  For a one-phase free boundary problem involving a fractional Laplacian, we
prove that "flat free boundaries" are $C^{1,\alpha}$. We recover the regularity
results of Caffarelli for viscosity solutions of the classical Bernoulli-type
free boundary problem with the standard Laplacian.
