To address split brain in high availability (HA) configurations, adding a backup HA1 interface ensures that there is an alternate communication path if the primary HA1 interface fails, preventing split brain scenarios. Using the heartbeat backup ensures consistent monitoring of the heartbeat messages, allowing the system to detect and correct split brain conditions by continuously verifying that both units can communicate properly.