Answering question:
Source: Firebase child_added only get child added
Pointed out by: @Bernherd Hoffman
var firebaseRef = new Firebase("...");
firebaseRef.endAt().limit(1).on('child_added', function(snapshot){
//Do your stuff
});
Note: you will get 1 previous record, you you can filter that out.