They're likely the "anti-terrorist" measures that have been announced. Not hard to say at all.

Not Wagner. They are preparation - response of Russian security services to potential threat.

Russian (state) controlled vehicles there for security? Can you link to sources?

The (very few) videos that I've seen look like Russian state vehicles.