Picture a swarm of copilots and automation agents spinning across your CI/CD pipelines. They run queries, edit configs, and deploy code faster than any human reviewer could follow. Every step is productive, but also invisible. The moment something breaks, or worse, crosses a compliance boundary, you have no easy