The bigger issue than shrinking the pool of devs is shrinking the pool of solutions and missing better/faster/cheaper options. E.g., many companies did exactly that in the previous two decades by trying to do everything in Java when a higher level language would have served them better.
If it's what you know and you're taking it over, though, that makes more sense.