The Application Security team uses a number of automation initiatives to help secure GitLab. These are not all authored by the AppSec team but they're all useful to us. The points are listed in no specific order.
Gem Checker monitors suspicious activity on RubyGems.org for gems that we use at GitLab
sec-appsec-mr-alerts identifies MRs that modify dependencies used in our projects