In Linux kernel 6.12, the merging of PREEMPT_RT into the mainline simplifies maintaining real-time systems by eliminating out-of-tree patches, making it highly beneficial for mission-critical applications like industrial automation, CNC machine guidance, and advanced audio production, but it won't impact typical desktop use.
