The linked article is very informative; it includes things I'd not read elsewhere.

For instance, it talks about Putin's willingness to use "battlefield" nukes rather than "strategic" city-destroying nukes – betting that the West would immediately concede any war where a smaller nuke were deployed in the interest of avoiding escalation.