So, I actually googled the above and found the article on line.
Some phrases:
"they're off!" - usually said at a race. Horse race, dog race.
"off we go!" - usually said at the beginning of a trip, or an errand or a task.
"off they go!" (1) can mean "they're off" above
"off they go!" (2) can mean same as "off we go!" but talking about third person. For example: Parents might say to each other, while watching their kids leave for college" "off they go!".
"off he/she/you/they go!" (3): as i described below "to do something very predicable, very single-mindedly." Typically the speaker is a little amused or annoyed/frustrated.
"Every time my wife hears about a shoe sale, off she goes, shopping and spending money, and I can't stop her."
"Every time my husband's favorite baseball team plays, off he goes to the stadium"
So, that's what's generally happening here. The context is family arguments. Sometimes couples, like husbands and wives will frequently bicker at seemingly stupid things.
But note the use of the word "too." It means "also". So, here, what the author is saying is not just that the couple is starting to "go off" and argue, very predictably, very single-mindedly, but that, in addition, this second example of "going off" is like the first.