The PP who said that the Separation Agreement is meant to be a stop-gap measure is categorically incorrect. So, so wrong. Unless there are paragraphs directly relating to kids (custody/child support), nothing in the agreements can be changed.
In Virginia, once you sign an agreement, then you are stuck with it and the judge will not make any ruling or decision that is against the agreement.