A compute node includes a network-connected device, and a baseboard management controller (BMC) that is connected to the network-connected device by a sideband interface. The network-connected device is configured to communicate with a network. The BMC is configured to configure the network-connected device, via the sideband interface, to engage in a debug session over the network with a remote debug device.