We give an overview on our work on a posteriori error estimates and adaptive algorithms for Hamilton-Jacobi equations in the uniform norm. The adaptive algorighms are applied to monotone schemes as well as to discontinuous Galerkin methods or arbitrary formal accuracy. Numerical results displaying the performance of the adaptive algorithms are presented.