The problem
CI proves your code compiles and your tests pass. It says nothing about whether the new attack surface you just shipped is exploitable. Most teams find that out in production, from someone who isn’t on the payroll.
How Cybörü handles it
Point Cybörü at a staging or pre-prod target as a release gate. It reasons through the new and changed surface, chains multi-step paths, and confirms impact with controlled experiments before the build is promoted.
What you get
A release gate backed by real exploitation, not a scanner’s guess. Block the deploy when a chain is proven; ship with evidence when it isn’t.