What you shouldn’t do is use iframes “like frames”, doing navigation to new pages by updating the iframe only. As you say, this prevents the navigation from being bookmarkable/linkable, responding to the normal navigation buttons, and providing useful link affordances like open-in-new-tab. But that’s not peculiar to iframes.
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