Kubernetes canary deployment

Deploy a canary version of your application alongside the stable version, validate it, then promote with a full rolling deploy.

A Kubernetes canary deployment runs a small subset of pods on the new version while the stable version continues to serve the rest. Once you confirm the canary is healthy, a rolling deploy promotes the new version to all pods. If the canary fails, the failure affects only the small subset and the stable version remains untouched.

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Before you begin

Before you configure a canary stage, make sure you have the following in place:

• A Kubernetes service: Go to Kubernetes services to set up a service with manifests and an artifact source.

• A Kubernetes infrastructure: Go to Kubernetes infrastructure to connect a cluster and namespace.

• A Harness delegate in the target cluster: The delegate runs the deployment steps against your cluster.

• Runtime configuration: Every Kubernetes stage requires a runtime block specifying the connector and namespace. Go to Kubernetes runtime configuration to understand the required fields.

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How canary deployments work

A canary deployment releases the new version to a small subset of pods while the stable version continues serving the rest. This lets you observe the new version under real production load using real users and real traffic before committing to a full rollout.

In the Harness Kubernetes canary flow, Harness deploys a small number of pods (defined by count or percentage) alongside the stable pods. Harness labels the canary pods with harness.io/track=canary and the stable pods with harness.io/track=stable. You can insert verification or approval steps while both versions run simultaneously. Once validated, Harness deletes the canary workload and a rolling deploy promotes the new version to all replicas.

If anything fails during the canary phase, the failure affects only the canary pods. The stable version remains untouched and continues serving all traffic. Rollback deletes the canary pods and re-applies the previous stable release.

When to use canary:

• You want to test the new version against real production traffic before a full rollout.

• You need to compare two versions side-by-side using monitoring, metrics, or automated verification.

• You want the lowest-risk deployment path: only a small percentage of users see the new version if something goes wrong.

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Pipeline YAML

View the complete canary stage YAML

pipeline:
  stages:
    - name: k8s-deploy
      id: k8s_deploy
      service:
        type: kubernetes
        items:
          - <your-service-id>
      environment:
        id: <your-environment-id>
        deploy-to: <your-infrastructure-id>
      steps:
        - name: Kubernetes Canary Deploy
          id: k8sCanaryDeployStep
          template:
            uses: k8sCanaryDeployStep
        - name: Kubernetes Canary Delete
          id: k8sCanaryDeleteStep
          template:
            uses: k8sCanaryDeleteStep
            with:
              resources: <+stage.steps.k8sCanaryDeployStep.output.outputVariables.canaryWorkloads>
              is_openshift: <+stage.steps.k8sCanaryDeployStep.output.outputVariables.isOpenshift>
        - name: Kubernetes Rolling Deploy
          id: k8sRollingDeployStep
          template:
            uses: k8sRollingDeployStep
      rollback:
        - group:
            steps:
              - name: Kubernetes Canary Rollback Delete
                id: k8sCanaryRollbackDeleteStep
                template:
                  uses: k8sCanaryDeleteStep
                  with:
                    select_delete_resources: resources
                    resources: ${{rollback.data.PLUGIN_CANARY_WORKLOADS}}
                    is_openshift: ${{rollback.data.HARNESS_IS_OPENSHIFT}}
              - name: Kubernetes Rolling Rollback
                id: k8sRollingRollbackStep
                template:
                  uses: k8sRollingRollbackStep
      on-failure:
        errors: all
        action: stage-rollback
      runtime:
        kubernetes:
          namespace: <target-namespace>
          connector: <your-kubernetes-connector-id>

Go to Kubernetes runtime configuration to understand the required runtime block and how to find your connector and namespace values.

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Configure a canary stage

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Select the canary strategy

When creating a new stage, step 4 of the stage wizard asks you to choose a deployment strategy. Select K8s Canary Deploy Strategy from the list.

Harness automatically adds the three steps that make up the canary flow to the stage canvas.

The stage canvas showing the three canary steps in sequence: Kubernetes Canary Deploy, Kubernetes Canary Delete, and Kubernetes Rolling Deploy, connected left to right inside the k8s-deploy stage.

The three steps run in order:

1. Kubernetes Canary Deploy: Deploys a subset of pods with the new version alongside the stable version.

2. Kubernetes Canary Delete: Removes the canary workload after validation.

3. Kubernetes Rolling Deploy: Promotes the new version to all replicas using a rolling update.

INSERT VERIFICATION BETWEEN STEPS

Place your verification or approval steps between Kubernetes Canary Deploy and Kubernetes Canary Delete. If verification fails, the pipeline stops before Canary Delete runs and the stable version continues serving all traffic.

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Configure the Kubernetes Canary Deploy step

Click the Kubernetes Canary Deploy step to open its configuration panel.

The following fields are available:

Parameter	Description	Required
Name	Display name for this step in the stage canvas. Default: Kubernetes Canary Deploy.	Required
Instances Unit Type	Whether the Instances value represents a pod count or a percentage of the replicas defined in your manifest.	Required
Instances	The number of canary pods (count) or the percentage of total desired replicas (percentage). For example, if your manifest specifies replicas: 4 and you set 50%, Harness deploys 2 canary pods.	Required
Skip Dry Run	When enabled, skips the kubectl apply --dry-run pre-validation before the actual apply. Default: false.	Optional
Use Traffic Shift	When enabled, activates traffic routing configuration on this step to split live traffic between stable and canary.	Optional
Kubeconfig Path	Path to the kubeconfig file. Default: ${{infra.kube_config_path}}.	Optional
Namespace	Target namespace. Default: ${{infra.namespace}}.	Optional
Release Name	Name used to track Harness release history. Default: ${{infra.releaseName}}.	Optional
Log Level	Verbosity of step logs. Default: info.	Optional

ONE WORKLOAD PER CANARY STAGE

Canary deployments support exactly one Kubernetes Deployment workload per stage. If your service manifests define multiple Deployment objects, the stage fails.

Go to Kubernetes Canary Deploy step reference to view the full field reference.

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Configure the Kubernetes Canary Delete step

Click the Kubernetes Canary Delete step to open its configuration panel.

The following fields are available:

Parameter	Description	Required
Name	Display name for this step. Default: Kubernetes Canary Delete.	Required
Resource Name	Reference to the canary workload to delete. Auto-populated from the Canary Deploy step output: <+stage.steps.k8sCanaryDeployStep.output.outputVariables.canaryWorkloads>.	Required
Kubeconfig Path	Path to the kubeconfig file. Default: ${{infra.kube_config_path}}.	Optional
Namespace	Kubernetes namespace where the canary workload runs. Default: ${{infra.namespace}}.	Optional
Log Level	Verbosity of step logs. Default: info.	Optional
OpenShift Mode	Enable when deploying to an OpenShift cluster. Auto-populated from the Canary Deploy step output.	Optional
Command Flags	Additional flags passed to the underlying kubectl delete command. Use JSON format: [{"Delete": "--force --grace-period=0"}].	Optional

The Resource Name field auto-populates when you use this step after a Canary Deploy step. You do not need to change it.

Go to Kubernetes Canary Delete step reference to view the full field reference.

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Configure the Kubernetes Rolling Deploy step

Click the Kubernetes Rolling Deploy step to open its configuration panel.

The Rolling Deploy step runs after Canary Delete and promotes the new version to all pods. The following fields are available:

Field	Description
Name	Display name for this step in the stage canvas. Defaults to Kubernetes Rolling Deploy.
Skip Dry Run	When set to true, skips the kubectl apply --dry-run pre-validation before the actual apply. Defaults to false.
Kubernetes Pruning	When set to true, Harness removes resources from the cluster that exist in the previous release but are no longer in the current manifests. Defaults to false.
Manifest Path	Override the manifest paths from the service configuration. Leave empty to use all manifests from the service.
Kubeconfig Path	Path to the kubeconfig file. Derived from ${{infra.kube_config_path}}.
Namespace	Target namespace for the deployment. Derived from ${{infra.namespace}}.
Release Name	Name used to track Harness release history in the cluster. Derived from ${{infra.releaseName}}.
Log Level	Verbosity of step logs. Defaults to info.

Go to Kubernetes Rolling Deploy step reference to view the full field reference.

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Rollback

If any step in the canary stage fails, Harness runs the rollback steps automatically. The rollback section of the stage canvas contains two steps in a group:

The rollback canvas showing Group 1 with two steps: Kubernetes Canary Delete and Kubernetes Rolling Rollback, connected in sequence inside the k8s-deploy stage.

The two rollback steps run in order:

1. Kubernetes Canary Delete: Deletes the canary workload using the canary workload list stored in the rollback data. This cleans up any canary pods that were created before the failure.

2. Kubernetes Rolling Rollback: Rolls the stable workload back to the previous successful release.

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Kubernetes Canary Rollback Delete step

Click the Kubernetes Canary Delete step in the rollback group to see its configuration.

The Resource Name field points to the canary workload list captured by the Canary Deploy step:

${{rollback.data.PLUGIN_CANARY_WORKLOADS}}

This ensures rollback always targets the exact canary resources that the Canary Deploy step created, even if the deployment partially succeeded.

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Kubernetes Rolling Rollback step

Click the Kubernetes Rolling Rollback step to see its configuration.

The Kubernetes Rolling Rollback step configuration panel showing Name set to Kubernetes Rolling Rollback, Enable Kubernetes Pruning set to false, and a More options expander.

The following fields are available:

Parameter	Description	Required
Name	Display name for this step. Default: Kubernetes Rolling Rollback.	Required
Enable Kubernetes Pruning	When enabled, removes resources from the cluster that are not in the rollback release manifests before re-applying. Default: false.	Optional
Kubeconfig Path	Path to the kubeconfig file. Default: ${{infra.kube_config_path}}.	Optional
Namespace	Target namespace. Default: ${{infra.namespace}}.	Optional
Release Name	Release name used to look up the rollback target in the cluster secret. Default: ${{infra.releaseName}}.	Optional

The step re-applies the manifests from the last successful release stored in the cluster release history secret.

Go to Kubernetes Rolling Rollback step reference to view the full reference.

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What happens during execution

When you run a pipeline with a canary stage, the execution view shows the full step sequence. A successful run looks like this:

The execution view showing all steps with Success status: Initialize, Service, Infrastructure, Resource Constraint, Kubernetes Canary Deploy, Kubernetes Canary Delete, and Kubernetes Rolling Deploy.

The execution includes setup steps that Harness runs automatically before your configured steps:

• Initialize: Provisions and prepares the execution environment for this stage.

• Service: Initializes service configuration, variables, config files, artifact details, and manifest details.

• Infrastructure: Initializes the infrastructure deployment target, variables, and connectivity.

• Resource Constraint: Checks infrastructure availability for concurrent deployments.

Your three configured steps follow in order.

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Kubernetes Canary Deploy step in execution

When the Kubernetes Canary Deploy step runs, it performs three internal actions:

The Kubernetes Canary Deploy step open in the execution view, showing three internal log sections: Kubernetes Canary Prepare Action, Kubernetes Apply Action, and Kubernetes Steady State Check Action.

The three internal actions are:

1. Kubernetes Canary Prepare Action: Reads your manifests, computes the canary replica count from the instances setting, appends -canary to the workload name, adds the harness.io/track=canary label to pod specs, and writes the modified manifests to the workspace. Harness also clones a canary service from the primary service, appending -canary to its name and updating its selector to target only canary pods.

2. Kubernetes Apply Action: Applies the prepared canary manifests to your cluster using kubectl apply. This creates the canary Deployment and canary Service alongside the existing stable workload.

3. Kubernetes Steady State Check Action: Polls the cluster until all canary pods reach Running status and pass readiness checks, or until the step times out. If pods fail to become ready, the step fails and the stable version continues serving all traffic.

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Kubernetes Canary Delete step in execution

When the Kubernetes Canary Delete step runs, it removes the canary workload:

The Kubernetes Canary Delete step open in the execution view, showing the Kubernetes Canary Delete Action log. The log shows the resource list, the kubectl delete command targeting the canary Deployment, and the Delete completed successfully message.

The step retrieves the canary workload name from the Canary Deploy step output, then runs:

kubectl delete Deployment hello-app-canary --namespace=<namespace> --kubeconfig=<path> --ignore-not-found

Harness deletes all canary-suffixed resources tracked in the release history. This includes the canary Deployment, cloned Service, and any canary-suffixed ConfigMaps, Secrets, HPAs, or PDBs. The stable workload and stable service remain unaffected.

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Kubernetes Rolling Deploy step in execution

When the Kubernetes Rolling Deploy step runs, it promotes the new version to all replicas:

The Kubernetes Rolling Deploy step open in the execution view, showing three internal log sections: Kubernetes Rolling Prepare Action, Kubernetes Apply Action, and Kubernetes Steady State Check Action with steady state log output.

The three internal actions are:

1. Kubernetes Rolling Prepare Action: Reads the full manifest without canary modifications, versions the release, and prepares manifests for full deployment. Harness labels all pods with harness.io/track=stable.

2. Kubernetes Apply Action: Applies the manifests using kubectl apply. Kubernetes performs a rolling update, incrementally replacing pods running the old version with pods running the new version. The number of pods deployed matches replicas in your manifest.

3. Kubernetes Steady State Check Action: Polls until all pods in the Deployment reach Running status, then marks the step and stage as successful.

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Enhance your deployment

The canary strategy gives you a three-step deployment flow. You can insert additional steps to add validation between the canary and promotion phases, or to operate on workloads after a successful deployment:

Step	What it adds
Kubernetes Steady State Check	Explicitly re-verify the canary workload health before deleting the canary and promoting. Insert between Canary Deploy and Canary Delete.
Kubernetes Scale	Scale the canary workload up or down during the validation window to test under different load levels.
Kubernetes Patch	Apply a partial patch to the canary workload. For example, to update a feature flag annotation while the canary runs.
Kubernetes Apply	Apply individual manifest files before the canary deploy. For example, to pre-create a ConfigMap or Job.
Kubernetes Delete	Remove stale resources after the rolling promotion completes.
Kubernetes Rollout	Run kubectl rollout restart on the promoted workload to bounce pods and pick up a refreshed Secret or ConfigMap.

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Next steps

• Go to Kubernetes rolling deployment to understand the rolling update strategy used in the final promotion step.

• Go to Kubernetes blue-green deployment to compare canary with a blue-green approach.

• Go to Blank canvas deployment to build a Kubernetes stage from scratch using the Apply step without a managed strategy.