Cumulus Linux should be viewed as a Linux-based network operating system with clear control-plane and data-plane roles, not as a black-box appliance OS. That architecture is what enables automation at scale.
For exam and real operations, focus on “which subsystem owns what.” When issues occur, fast troubleshooting depends on knowing whether the source is NVUE state, FRR routing state, Linux interface state, or hardware/driver behavior.