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Can I simply disable Gateway 1, then remove it - and let Gateway 2 & 3 pick up everything.
Or, do I need to 'restore' Gateway 1 on one of the Azure VMs?
You cannot remove the anchor gateway before all other cluster members are removed.
Instead, choose one of Gateway 2 or 3, and rather than installing a new gateway, select "take over an existing gateway". Kick out gateway 1 by taking over its role. After that you can decommission gateway 1 as it is no longer associated.
NOTE: Rather than putting gateways on Azure VMs you probably want to look into using VNet gateways.
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