Although method details have not been disclosed, the improvement of these systems would not have been possible without increasing cooperation with Russia. After signing a treaty on a comprehensive strategical partnership in 2024, Moscow gave Pyongyang anti-aircraft defence systems Pancyr-S1. They were deployed around the capital and their sea versions appeared on the fresh North Korean rocket destroyer.