Use of “robust” after regress in Stata seems to be automatic. From the textbooks, robust is more asymptotically efficient, and there is only a small hit for not assuming homoskedasticity.
There is one problem I am encountering, and that is in small samples. If your coefficient of interest has very little variation, be careful. Especially when measuring treatment effects where you have very few or very many treated observations.