An on-again, off-again relationship is a form of interpersonal relationship between two people whose breakups are followed by reconciliation, perpetuating a cycle. From Wikipedia
The Brady Bros podcast re-run highlights Williams' reflections on his relationship with McCormick and their on-set dynamic during The Brady Bunch era.