I've just been reviewing our CI pipeline for building our EE, as part of a move, and I noticed that I'd put in a "temporary fix" 6 months ago, because the quay.io image for ansible-runner wasn't being updated with new releases at that time.
Looking now, it still hasn't been updated, and actually has been officially discontinued. (https://github.com/ansible/ansible-runner/issues/1199) Apparently the next version of ansible-builder "will" have a better way, but 6 months on, that doesn't yet exist.
So what are folks doing at the moment to build EEs with an up-to-date base image? Building ansible-runner as well?