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JetBrains has launched the open Mellum2.1 model under the Apache 2.0 license, focusing on running coding agents and sub-agents locally or on users’ own infrastructure. The release is based on reinforcement-learning training in real software environments, with major improvements in handling code repositories and inference speed.