The new comedy, titled "44th Street," will center on two veteran stage actors struggling for success within the industry.
Simms was a writer for HBO's "The Larry Sanders Show" and "Boardwalk Empire." He also helped produce "Flight of the Concords."
Casting and dates of production have not been announced.