Why Developers Needed This

Every DevOps engineer knows how fragile Kubernetes manifests can be. A single missing resourceLimit, an unpinned container image, or an accidental privileged: true can create serious performance, security, or compliance issues.

The problem isn’t awareness — it’s timing. Most existing tools surface feedback only after commit, once CI/CD scans or admission controllers run. By that point, the feedback loop has stretched into hours.