The standard Linux kernel is built for throughput, not determinism — and that difference matters the moment your application needs microsecond-level timing guarantees. This guide walks through installing the PREEMPT_RT kernel, isolating CPU cores, tuning IRQ affinity and scheduling limits, and verifying your setup with cyclictest under realistic load.