"the codebase had to be modified to work on both versions at the same time" This. This is the only option. I can tell you in decades of experience with I don'

"the codebase had to be modified to work on both versions at the same time" This. This is the only option. I can tell you in decades of experience with I don't know how many companies and language, this is ALWAYS the option that is done.