|The following is based on Fallout Tactics and some details might contradict canon.|
Around 2197, Shanty Town, as well as the whole Quincy, was attacked by Beastlords. However, a squad of Eastern Brotherhood of Steel soldiers led by the Warrior preserved peace in the town and rescued Elliot's brother Gorgi who was kept as a hostage.
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Shanty Town appears only in Fallout Tactics: Brotherhood of Steel.