• Migrate to Flux
• GitOps workflow steps
• GitOps configuration reference
• GitOps annotations
• Automatic drift remediation
• Related topics
• Troubleshooting
  • Avoiding conflicts when you have multiple projects
  • Use multiple agents or projects

Using GitOps with the agent for Kubernetes (deprecated)

This diagram shows the repositories and main actors in a GitOps deployment:

For details, view the architecture documentation.

Migrate to Flux

You should migrate your legacy GitOps deployments so they can be deployed with Flux. To migrate, configure Flux to deploy manifests with Kustomize. If you don’t have a kustomization.yaml file in the given path, it is generated automatically.

Prerequisites:

• A configuration like:

  manifest_projects:
  - id: my-group/my-project
    default_namespace: production
    paths:
    - glob: 'environments/production/**/*.yaml'
  

• A Flux installation with manifests in environments/flux-system.
• You use a deploy token to access GitLab.
• Your cluster can access GitLab over HTTPS.

To migrate:

1. Create a file called environments/flux-system/production.yaml with the following contents:

   # This manifest was generated by flux. DO NOT EDIT.
   ---
   apiVersion: source.toolkit.fluxcd.io/v1
   kind: GitRepository
   metadata:
     name: production
     namespace: flux-system
   spec:
     interval: 1m0s
     ref:
       branch: main
     secretRef:
       name: gitlab-deploy-token
     url: https://gitlab.example.com/my-group/my-project.git
   ---
   apiVersion: kustomize.toolkit.fluxcd.io/v1
   kind: Kustomization
   metadata:
     name: production
     namespace: flux-system
   spec:
     interval: 10m0s
     path: ./environments/production
     prune: true
     sourceRef:
       kind: GitRepository
       name: production
   

2. Optional. Because agentk uses the default_namespace by default, you might need to add a kustomization.yaml file to /environments/production/ and list the relevant resources. For example:

   apiVersion: kustomize.config.k8s.io/v1beta1
   kind: Kustomization
   namespace: default
   resources:
   - relative/path/to-your/resource-1.yaml
   - relative/path/to-your/resource-2.yaml
   

   When you commit the kustomization.yaml file to the repository, a reconciliation with Flux and agentk is triggered. Because agentk can’t handle the Kustomization file, it logs errors when you commit the file.

3. To ensure Flux has taken over the management of the resource, check for the resource in the status.inventory value of the production Flux Kustomization object:

   kubectl get kustomization production -n flux-system -o json | jq '.status.inventory.entries'
   

4. Remove the entry from the manifest_projects list.

After you migrate, your GitOps deployments deploy with Flux. To get the most out of your Flux integration, see the Flux Kustomization CRD and GitLab Flux documentation.

GitOps workflow steps

To update a Kubernetes cluster by using GitOps, complete the following steps.

1. Ensure you have a working Kubernetes cluster, and that the manifests are in a GitLab project.
2. In the same project, register and install the GitLab agent.
3. Configure the agent configuration file so that the agent monitors the project for changes to the Kubernetes manifests. Use the GitOps configuration reference for guidance.

Any time you commit updates to your Kubernetes manifests, the agent updates the cluster.

GitOps configuration reference

The following snippet shows an example of the possible keys and values for the GitOps section of an agent configuration file (config.yaml).

gitops:
  manifest_projects:
  - id: gitlab-org/cluster-integration/gitlab-agent
    ref: # either `branch`, `tag` or `commit` can be specified
      branch: production
      # commit: <mysha>
      # tag: v1.0
    default_namespace: my-ns
    paths:
      # Read all YAML files from this directory.
    - glob: '/team1/app1/*.yaml'
      # Read all .yaml files from team2/apps and all subdirectories.
    - glob: '/team2/apps/**/*.yaml'
      # If 'paths' is not specified or is an empty list, the configuration below is used.
    - glob: '/**/*.{yaml,yml,json}'
    reconcile_timeout: 3600s
    dry_run_strategy: none
    prune: true
    prune_timeout: 3600s
    prune_propagation_policy: foreground
    inventory_policy: must_match

GitOps annotations

The GitLab agent for Kubernetes has annotations you can use to:

• Sort resources: Apply or delete resources in a specific order.
• Use apply-time mutation: Dynamically substitute fields from one resource configuration to another.

The agent has default sorting, but with annotations, you can fine-tune the order and apply time-value injection.

To provide the GitOps functionality, the GitLab agent for Kubernetes uses the cli-utils library, a Kubernetes SIG project. For more information, see the available annotations in the cli-utils documentation.

Automatic drift remediation

Drift happens when the current configuration of an infrastructure resource differs from its desired configuration. Typically, this is caused by manually editing resources directly rather than via the used infrastructure-as-code mechanism. Minimizing the risk of drift helps to ensure configuration consistency and successful operations.

In GitLab, the agent for Kubernetes regularly compares the desired state from the git repository with the actual state from the Kubernetes cluster. Deviations from the git state are fixed at every check. These checks happen automatically every 5 minutes. They are not configurable.

The agent uses server-side applies. As a result, every field in a resource can have different managers. Only fields managed by git are checked for drift. This facilitates the use of in-cluster controllers to modify resources like Horizontal Pod Autoscalers.

Related topics

• GitOps working examples for training and demos
• Self-paced classroom workshop (Uses AWS EKS, but you can use for other Kubernetes clusters)
• Managing Kubernetes secrets in a GitOps workflow
• Application and manifest repository example

Troubleshooting

Avoiding conflicts when you have multiple projects

The agent watches each glob pattern set under a project’s paths section independently, and makes updates to the cluster concurrently. If changes are found at multiple paths, when the agent attempts to update the cluster, a conflict can occur.

To prevent this from happening, consider storing a logical group of manifests in a single place and reference them only once to avoid overlapping globs.

For example, both of these globs match *.yaml files in the root directory and could cause conflicts:

gitops:
  manifest_projects:
  - id: project1
    paths:
    - glob: '/**/*.yaml'
    - glob: '/*.yaml'

Instead, specify a single glob that matches all *.yaml files recursively:

gitops:
  manifest_projects:
  - id: project1
    paths:
    - glob: '/**/*.yaml'

Use multiple agents or projects

If you store your Kubernetes manifests in separate GitLab projects, update your agent configuration file with the location of these projects.