The Man Who Came Uptown by George Pelecanos

From the bestselling and Emmy-nominated writer behind HBO's We Own This City: a "gripping, surprisingly soulful" mystery about an ex-offender who must choose between the man who got him out and the woman who showed him another path. $18
 
Read if you're looking for a smart, fast-paced story, set in Washington, DC.