How to bypass "Error: Nexthop has invalid gateway" when adding routes on Linux

I was having issues to add a route to my Linux home lab virtualization host, and it was not working and was instead outputting that error all the time. I guess that had something with the actual complexity of my home lab architecture, especially how ...