BuildKit

Architecture

While we detail how to manage the BuildKit installation in the kube_buildkit documentation, we also want to provide a holistic picture of the overall image-building architecture recommended by Panfactum.

A few critical notes:

1. Clients such as developers or CI/CD jobs use the buildctl CLI to send build contexts to buildkitd, the BuildKit server. Remote clients access the server over the SSH bastion.

2. BuildKit is deployed in two horizontally autoscaling groups, one for amd64 architectures and one for arm64. Clients will typically submit two jobs, one to each builder.

3. The timestamp of the last submitted job is recorded on the autoscaling group. If a job has not been submitted for some configured period of time, the autoscaling group will be scaled to zero to prevent idle resources.

4. Which specific instance to use is done via client-side load-balancing, in particular the pf-buildkit-get-address command. This is done by selecting the instance with the most available CPU to spread the overall workload across the autoscaling group.

5. Every BuildKit instances has a local layer cache attached as a PVC. When builds are finished, new layers are pushed to a global cache in S3. When new builds are started, BuildKit will check for new layers in the global cache. This allows the cache to be shared across all BuildKit instances, even if not every BuildKit instance has built every image.

   Note that this only applies to the layer cache. Other caches such as cache mounts are not shared.

6. When BuildKit builds an image, it will push the image to ECR in the same region where it is deployed. It uses the client's credentials for ECR authentication.

7. It is the client's responsibility to merge built images into a multi-platform image. We recommend the manifest-tool CLI.

8. Images are pulled from ECR by kubelets to run workloads on Kubernetes nodes. A single ECR is used to source images for all Kubernetes clusters, even across accounts. For details on setting up cross-account permissions, see the aws_ecr_repos module.

Alternatives

While BuildKit is the most popular and efficient image building software currently, there are other ways to build images that are worth knowing about:

• nix: nix provides a system for creating images out of your nix environments. We actually use this to provide images of the Panfactum devenv. However, while this can generate incredibly small and reproducible images, the tooling ecosystem is not quite there for us to recommend this as a general practice.

• kaniko: kaniko is probably the closest BuildKit competitor for building images using your Kubernetes clusters. It requires less setup than BuildKit but this comes at the cost of some decreased utility such as the ability to run as a server that can be used by developers and CI/CD jobs alike.

• buildah: buildah is a tool that can be used to build images imperatively by running normal scripting commands. This can be helpful if you need more control over the resulting image than a declarative tool like a Dockerfile allows. However, in practice, we have not seen this be useful for the vast majority of applications.