His first collection, You Are Not Alone, came out in 1979 and was quickly followed by two more. He stopped writing in the early 1980s due to commitments in the Syrian Communist Labor Party; his wife, also a party member, was arrested and spent four years in prison. In 1987, Bayraqdar was arrested again and remained in prison without trial until 1993, when he was sentenced to fifteen years of hard labor for belonging to an unauthorized political association. His imprisonment lasted more than thirteen years, in three different prisons (the Palestine Division, Tadmor, and Saydnaya). Without his knowledge, a group of friends in Beirut published Dove in Free Flight, a collection of his poems that was used, Elias Khoury writes, as "one of the instruments of pressure on the Syrian authorities to mobilize international, intellectual opinion, particularly in France, in order to set the poet free." After an international campaign was mounted on his behalf, Bayraqdar was released from prison during the brief political respite known as "Damascus Spring" in 2000.