The former Barnsley manager only took over at Darlington late last season and had been expected to spearhead the Quakers bid to return to the Football League.
Instead he has opted to replace Graham Turner at Edgar Street, promising 'fast attacking football'.
Northampton host Hereford in mid-October before an Edgar Street return just after Christmas.