When your computational workload outgrows a single machine, you enter the realm of multi-node computing. Whether you're running a molecular dynamics simulation that needs hundreds of cores, a self-contained workflow of smaller VCS compilation tasks, or fine-tuning a large language model across multiple GPUs, understanding how to harness multiple compute nodes effectively becomes essential. Multi-node…