We discuss the numerical solution of some controllability problems for time-dependent flow models. The emphasis is on algorithmic aspects, discretization issues, and memory-saving devices. Numerical results are presented for controllability studies involving the viscous Burgers equation, an advection-diffusion equation, and the unsteady Stokes equations.