kaniko VS skopeo

It spins up a GitHub Actions runner pool inside your cluster. When you push code, the runner builds your containers using Kaniko and deploys everything to the cluster. Your app gets real Postgres, Redis, Kafka, or whatever you need — already configured and wired up.

Kaniko Build Images in Kubernetes Without Docker For secure image builds inside CI/CD pipelines.

AFAIU this is because it manually detects changes in a given image layer by walking the directory tree. See also https://github.com/GoogleContainerTools/kaniko/issues/875

kaniko <https://github.com/GoogleContainerTools/kaniko>, ko <https://github.com/ko-build/ko>, bazel <https://github.com/bazel-contrib/rules_oci>, apko <https://github.com/chainguard-dev/apko>, or other tools.

Each of those has tradeoffs compared to Dockerfiles (I have no need for bazel, but if I did, then adding `rules_oci` might be a win-win, rather than using a Dockerfile). If I used Nix, then the Nix dockerTools would be a huge win (I don't use Nix). If I were shipping Go programs, `ko` would likely be a good baseline.

Kaniko is a tool from Google that builds container images from a Dockerfile inside a container or Kubernetes cluster without requiring privileged mode:

You can use hashes to verify if a microservice needs to be redeployed—if the code for a specific microservice has not changed, you can skip the deployment for that microservice. Since each image only contains service-specific code after pruning, the resulting image digest will only change when relevant code changes. Compare the new image digest against the one currently in your container registry using skopeo:

That’s why I built an automation script to migrate images quickly and safely. It uses skopeo under the hood to copy images between repositories without pulling and pushing them manually.

I believe skopeo should allow you to: https://github.com/containers/skopeo

I decided to go searching for an alternative means to pull a docker image. In my search I discovered Skopeo, an alternative method to download Docker images that proved to be surprisingly effective. It not only downloaded the image faster, it also allowed me to save my image in a tar file, which means you can pull an image on one system and share that image to another system, loading it easily to docker instance on that system. This can be very beneficial if you have multiple systems and don't want to download an image multiple times.

But I'd suggest looking into if it's solved by other tools already, like regclient/regclient and their regsync features or something like containers/skopeo.

Have a use case where we have a CLI (built with cobra) for our dev teams which can execute common tasks. One of those tasks we want to implement is to copy docker images from the internet to our internal registry. A tool such as skopeo can do this and much more. Instead of essentially re-writing the functionality directly into our CLI we'd like to embed it. This would also negate the need for the dev teams to manage multiple CLI tools.

Self hoisting here, I put this together to make it easier to generate single (extra) layer docker images without needing a docker agent, capabilities, chroot, etc: https://github.com/andrewbaxter/dinker

Caveat: it doesn't work on Fly.io. They seem to be having some issue with OCI manifests: https://github.com/containers/skopeo/issues/1881 . They're also having issues with new docker versions pushing from CI: https://community.fly.io/t/deploying-to-fly-via-github-actio... ... the timing of this post seems weird.

FWIW the article says

> create a Docker image, also known as an OCI image

I don't think this is quite right. From my investigation, Docker and OCI images are basically content addressed trees, starting with a root manifest that points to other files and their hashes (root -> images -> layers -> layer configs + files). The OCI manifests and configs are separate to Docker manifests and configs and basically Docker will support both side by side.

skopeo is another tool worth looking into. we've started deploying amd and arm nodes into our k8s clusters, and this tool was incredibly easy to build around for getting multi-arch images into our container registry.

I would use skopeo, the tool is quite handy for working with remote images. https://github.com/containers/skopeo

Using distroless images not only reduces the size of the container image it also reduces the surface attack. The need for container image signing is because even with the distroless images there is a chance of facing some security threats such as receiving a malicious image. We can use cosign or skopeo for container signing and verifying. You can read more about securing containers with Cosign and Distroless Images in this blog.