I sketch a general model of constraint-based problem solving that is not committed to a particular programming paradigm, show that Prolog in particular and logic programming in general do not provide a satisfactory framework for constraint programming, and outline how constraint programming is realized in Oz, a general-purpose language for symbolic processing.