# Introducing the Remediator Agent: Turning Kyverno Policy Violations into Pull Requests, Automatically.

DevFeed: [Introducing the Remediator Agent: Turning Kyverno Policy Violations into Pull Requests, Automatically.](<https://devfeed.tech/articles/introducing-the-remediator-agent-turning-kyverno-policy-violations-into-pull-requests-automatically-17655.md>)

Original publisher: [Read original article](<https://nirmata.com/2026/08/14/introducing-the-remediator-agent-turning-kyverno-policy-violations-into-pull-requests-automatically/>)

Author: Akhil Chandran

Published: 2026-08-14T11:29:37Z

Content type: article

Language: en

Sources: [Nirmata](<https://devfeed.tech/sources/nirmata.md>)

Topics: [Kyverno](<https://devfeed.tech/topics/kyverno.md>), [GitOps](<https://devfeed.tech/topics/gitops.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [pull-requests](<https://devfeed.tech/topics/pull-requests.md>), [argocd](<https://devfeed.tech/topics/argocd.md>), [flux](<https://devfeed.tech/topics/flux.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [argocd](<https://devfeed.tech/tags/argocd.md>), [flux](<https://devfeed.tech/tags/flux.md>), [gitops](<https://devfeed.tech/tags/gitops.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kyverno](<https://devfeed.tech/tags/kyverno.md>), [other](<https://devfeed.tech/tags/other.md>), [pull-requests](<https://devfeed.tech/tags/pull-requests.md>)

## AI overview

Nirmata's Remediator Agent is designed to automate remediation of Kyverno policy violations within an existing GitOps workflow. It traces violations to their Git sources, proposes deterministic or LLM-generated fixes, commits changes, opens pull requests for review, and relies on ArgoCD or Flux CD to sync approved changes back to Kubernetes.

## Source excerpt

Kyverno detects Kubernetes policy violations. Nirmata's Remediator Agent turns them into reviewed pull requests within your existing GitOps workflow.