> Many people are only aware of the default lightweight tags
I don't know if that's true anymore, if only because the ongoing popularity of the Git Flow branching model; the `git-flow` tools use annotated tags by default for every command that creates a tag (e.g. releases).
You can see the tag object itself including the message using `git cat-file -p junio-gpg-pub` and the key it points to with the command in the article.
[1] https://git-scm.com/book/en/v2/Git-Basics-Tagging#_creating_...