Russian forces fighting in Bakhmut now consist of elite elements of Wagner and Russian airborne units, as well as lower-quality troops. Ukrainian intel notes that Russian forces near Bakhmut recently changed tactics and engaged better-quality special forces and regular soldiers.

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