Most of them are a little more than minimal, almost all of the ones I've seen are running full buildroot Linux with tons of shell scripts gluing stuff together

Most of them are a little more than minimal, almost all of the ones I've seen are running full buildroot Linux with tons of shell scripts gluing stuff together and the main app in C++.