Selfhosted
A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don't control.
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Your challenge is that you need a loadbalancer. By hosting the loadbalancer yourself (e.g. on a VPS), you could also host your websites directly there...
My approach would be DNS-based. You can have multiple DNS A records, and the client picks one of them. With a little script you could remove one of the A Records of that server goes down. This way, you wouldn't need a central hardware.
Where would you host the script? If it's expected that the server that fires it off is always online and performing health checks, why not have it host a load-balancer? Or another local instance of the website? It's something fun to play around with, but if this is for anything beyond a fun exercise there are much better ways to accomplish this.
I'd host it on both webservers. The script sets the A record to all the servers that are online. Obviously, the script als has to check it's own service.
It seems a little hacky though, for a business use case I would use another approach.