Hashicorp Packer is a nice way to declare container builds as code. The containers are reproducible as far as I can tell. The biggest advantage with Packer though, is that you can create several different types (dozens) of container and VM images (docker/OCI, LXC/LXD, qcow2, AWS, Google cloud, ...) from a single declaration.