The management NIC stays off the detonation segment. You never want the interface you administer the host from sharing a broadcast domain with a machine you are deliberately infecting. Linux bridges on the host map guests to segments, and the vmbr3 role is the WAN side bridge, kept away from the detonation VLAN.
Detonation happens on an isolated VLAN with no internet route while a sample is running. Guests come from golden templates, so a rebuild is a clone rather than an install. Every provisioning run starts with an Ansible ping, then a QEMU guest agent check, because a VM answering ICMP does not mean the in guest command channel is ready.
Semaphore gives the playbooks a job UI so runs are repeatable instead of a shell history archaeology project, and Velociraptor provides endpoint visibility and artifact collection.