Barbara wouldn't have to tell anyone. Someone could be listening in and eventually word of mouth spreads enough that in the altered future everyone knows about Booster's mission and somehow a catastrophe is brought on because someone blabbed to Babs.
Booster goes back and stops whoever it is and they agree that too many people already know the truth and it would be best if it were never spoken of again.