Bring-up quality is a reliability multiplier. Most day-2 incidents come from day-0 inconsistencies in image versioning, baseline config, or unattended provisioning scripts.
Treat install and reset workflows as controlled procedures with explicit pre-checks and rollback intent. In clustered AI environments, one incorrectly prepared switch can propagate instability across many GPU nodes.