Cirrus CI had an attempt to make CI-agnostic tool for running Dockerized tasks, see [1]. (I'm not affiliated wtih Cirrus CI)

1. https://cirrus-ci.org/blog/2020/10/07/cirrus-cli-ci-agnostic...