The American newspaper The New York Times, citing sources in the intelligence community, said that Russia

It is noted that due to an acute shortage of supplies for the group conducting a special operation in Ukraine, Russia is forced to buy "millions of shells and missiles" from the DPRK.
It is also reported that in the future Russia intends to buy short and medium-range missiles, as well as other equipment.