Across the industry, every CI/CD platform faces the same challenge: As organizations grow, manually configuring scanners to run across every pipeline definition file isn’t scalable. AI is accelerating how fast teams ship code, and with this comes more projects, more pipelines, and more surface area to secure. What starts as a deliberate security decision becomes inherited configuration that nobody owns, coverage that was never backfilled, and gaps that are invisible until they aren’t.