 Following graduation Armstrong worked in the public and private sector, including a term as a family court judge and election as Jefferson County's Commonwealth's Attorney, the local felony prosecutor.In 1983 Armstrong was elected Attorney General of Kentucky.He ran unsuccessfully for lieutenant governor in 1987, losing in the Democratic primary to Brereton C. Jones.