L2/L3 boundaries in Cumulus are easy to configure but equally easy to misconfigure under time pressure. This unit emphasizes deterministic segmentation, loop safety, and gateway continuity.
In AI clusters, transient loops or VLAN leakage can create burst loss that appears as GPU training instability. Stable bridging policy and fast verification workflows prevent that failure mode.