try US based programs
Our son used DL SkyMiles to accumulate miles while we flew AF. As far as I know, all the US based programs (NW WorldPerks, CO OnePass and DL) allow children under the age of two to join. For AF, it used to be 12 years old for Frequence Plus, so 2 with FB is a small improvement.