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+---
+stage: Configure
+group: Configure
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#assignments
+---
+
+# Migrate to the GitLab Agent for Kubernetes **(FREE)**
+
+The first integration between GitLab and Kubernetes used cluster certificates
+to connect the cluster to GitLab.
+This method was [deprecated](https://about.gitlab.com/blog/2021/11/15/deprecating-the-cert-based-kubernetes-integration/)
+in GitLab 14.5 in favor of the [GitLab Agent for Kubernetes](../../clusters/agent/index.md).
+
+To make sure your clusters connected to GitLab do not break in the future,
+we recommend you migrate to the GitLab Agent as soon as possible by following
+the processes described in this document.
+
+The certificate-based integration was used for some popular GitLab features such as,
+GitLab Managed Apps, GitLab-managed clusters, and Auto DevOps.
+
+As a general rule, migrating clusters that rely on GitLab CI/CD can be
+achieved using the [CI/CD Tunnel](../../clusters/agent/ci_cd_tunnel.md)
+provided by the Agent.
+
+NOTE:
+The GitLab Agent for Kubernetes does not intend to provide feature parity with the
+certificate-based cluster integrations. As a result, the Agent doesn't support
+all the features available to clusters connected through certificates.
+
+## Migrate cluster application deployments
+
+### Migrate from GitLab-managed clusters
+
+With GitLab-managed clusters, GitLab creates separate service accounts and namespaces
+for every branch and deploys using these resources.
+
+To achieve a similar result with the GitLab Agent, you can use [impersonation](../../clusters/agent/repository.md#use-impersonation-to-restrict-project-and-group-access)
+strategies to deploy to your cluster with restricted account access. To do so:
+
+1. Choose the impersonation strategy that suits your needs.
+1. Use Kubernetes RBAC rules to manage impersonated account permissions in Kubernetes.
+1. Use the `access_as` attribute in your Agent’s configuration file to define the impersonation.
+
+### Migrate from Auto DevOps
+
+To configure your Auto DevOps project to use the GitLab Agent:
+
+1. Follow the steps to [install an agent](../../clusters/agent/install/index.md) on your cluster.
+1. Go to the project in which you use Auto DevOps.
+1. From the sidebar, select **Settings > CI/CD** and expand **Variables**.
+1. Select **Add new variable**.
+1. Add `KUBE_CONTEXT` as the key, `path/to/agent/project:agent-name` as the value, and select the environment scope of your choice.
+1. Select **Add variable**.
+1. Repeat the process to add another variable, `KUBE_NAMESPACE`, setting the value for the Kubernetes namespace you want your deployments to target, and set the same environment scope from the previous step.
+1. From the sidebar, select **Infrastructure > Kubernetes clusters**.
+1. From the certificate-based clusters section, open the cluster that serves the same environment scope.
+1. Select the **Details** tab and disable the cluster.
+1. To activate the changes, from the project's sidebar, select **CI/CD > Variables > Run pipeline**.
+
+### Migrate generic deployments
+
+When you use Kubernetes contexts to reach the cluster from GitLab, you can use the [CI/CD Tunnel](../../clusters/agent/ci_cd_tunnel.md)
+directly. It injects the available contexts into your CI environment automatically:
+
+1. Follow the steps to [install an agent](../../clusters/agent/install/index.md) on your cluster.
+1. Go to the project in which you use Auto DevOps.
+1. From the sidebar, select **Settings > CI/CD** and expand **Variables**.
+1. Select **Add new variable**.
+1. Add `KUBE_CONTEXT` as the key, `path/to/agent-configuration-project:your-agent-name` as the value, and select the environment scope of your choice.
+1. Edit your `.gitlab-ci.yml` file and set the Kubernetes context to the `KUBE_CONTEXT` you defined in the previous step:
+
+ ```yaml
+ <your job name>:
+ script:
+ - kubectl config use-context $KUBE_CONTEXT
+ ```
+
+## Migrate from GitLab Managed Applications
+
+Follow the process to [migrate from GitLab Managed Apps to the Cluster Management Project](../../clusters/migrating_from_gma_to_project_template.md).
+
+## Migrating a Cluster Management project
+
+See [how to use a cluster management project with the GitLab Agent](../../clusters/management_project_template.md#use-the-agent-with-the-cluster-management-project-template).
+
+## Migrate cluster monitoring features
+
+Cluster monitoring features are not supported by the GitLab Agent for Kubernetes yet.