What if your cluster could fix its own mistakes? In this talk, we’ll share how we used Kyverno not only to enforce policies but to generate new ones based on real-time drift and audit feedback.
By analyzing repeated violations, our platform automatically suggested corrective policies that operators could review and approve. The result: a self-evolving governance system where prevention improves itself over time.
We’ll discuss the architecture behind adaptive policies, the telemetry pipelines that feed them, and how this approach reduced incidents and configuration drift across multiple environments.