Redemption Ark by Alastair Reynolds - Paperback Sci Fi

Late in the twenty-sixth century, the human race has advanced enough to accidentally trigger the Inhibitors--alien-killing machines designed to detect intelligent life and destroy it.  The only hope for humanity lies in the recovery of a secret cache of doomsday weapons--and a renegade named Clavain who is determined to find them.  But other factions want the weapons for their own purposes--and the weapons themselves have another agenda altogether...