Use BEFORE designing or running anything in a knoten research graph, to decide what to work on and what the result must survive; and again the moment work concludes, including when it fails. Not a place to file results afterwards.
Use Project Bourne to plan, execute, reproduce, inspect, or trace scientific and engineering workloads when durable provenance matters. Trigger for simulations, numerical solvers, ML or training, GPU and HPC runs on local compute, Slurm, PBS, or LSF, reproducible experiments, failed attempts, experiment comparisons…