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I understand what the problem is now - I think it was this change:
https://github.com/jenkinsci/docker-build-publish-plugin/pull/3
before the push would have pushed all the tags - including the latest.
But after the change it only pushed the version with the explicit tag e.g. kafka:0.8.1 or kafka:VERSION_28 depending on how you generated the tag, but not kafka:latest.
So the solution is not to add any additional tags, but to push the one tagged latest as well as the one with the explicit tag. I have tried this and it works.
There is a new revised PR here - I can confirm that this does work:
https://github.com/jenkinsci/docker-build-publish-plugin/pull/7
Maybe though the checkbox is unnecessary - latest should automatically be pushed as well as the explicit tag?