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In order for HAProxy to not be a single point of failure, you could use a Floating IP. With the help of keepalived, you can configure a set up where the IP address will automatically failover from one HAProxy server to the other. Check out this tutorial for an in depth walk through:
While that article has web servers behind the HAProxy instances instead of Postgres, there shouldn’t be any difference in the configuration for keepalived.