-If you use a custom VM image with the application pre-installed, you could integrate the application updates with a deployment pipeline to build the new images and deploy OS upgrades across the scale set. This approach allows the pipeline to pick up the latest application builds, create and validate a VM image, then upgrade the VM instances in the scale set. To run a deployment pipeline that builds and deploys application updates across custom VM images, you could [create a Packer image and deploy with Visual Studio Team Services)[/vsts/pipelines/apps/cd/azure/deploy-azure-scaleset], or use another platform such as [Spinnaker](https://www.spinnaker.io/) or [Jenkins](https://jenkins.io/).
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