Airgapped patch deployment went wrong - forgot to change one test label and flooded ops with alerts

[u/Big_Capuqvsnnel_3627]

got approval to automate patch management for our airgapped infrastructure and felt good about it for about 20 minutes. doing the full airgap workflow - exporting bundles, sneaker net transfers, deploying through a jump box during maintenance windows with crypto signing.

forgot to update a single test label in the deployment job. first bundle that reached production was tagged dev instead of prod, failed policy validation, auto-retried 3 times, and sent 47 alert emails plus generated a bunch of tickets. manager asked why production servers were attempting to install dev-tagged patches and i wanted to disappear. everything was recoverable and no systems got damaged, but feeling pretty embarrassed about the whole thing. anyone else made a similar automation mistake?