Therapeutic polymers are described, which contain at least one polymeric portion and at least one therapeutic agent. The therapeutic agent and the polymeric portion are covalently linked via one or more linkages which hydrolyze in an aqueous environment, for example, one or more linkages selected from an Si—N linkage, an Si—O linkage, and a combination of the same. Other aspects the invention are directed to methods of making the above therapeutic polymers.