I have an unwritten list of planned events for the series, and then novel by novel. Alongside keeping certain fixed interval world events that will force the story forward.
Volume 1 - hit points a,b,c, final conflict and resolution, deal with fixed interval event a and b.
Volume 2 - rinse...