Russia Ukraine war, page-183063

Russian source spell out the preparation and the enemy position at the start of Avdivka operation and how it went pear shape even with all the superiority they had. It concludes that Russian Army will have to change beyond recognition to have any hope of victory. UAF have being fighting without most of the promised western gear including fighter planes. They are about to get all that and soon to get game changing GLSDB's therefore plenty of room to improve. Where will the Russian improvements come from? Is it from Nth Korean arms?