diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..56ac42a
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,7 @@
+.github
+README.md
+LICENSE.md
+Dockerfile
+.editorconfig
+.gitignore
+testing.sh
diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 0000000..3b08581
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,10 @@
+root = true
+
+[*]
+charset = utf-8
+end_of_line = lf
+indent_size = 2
+indent_style = space
+insert_final_newline = true
+max_line_length = 200
+tab_width = 2
diff --git a/.github/workflows/container.yml b/.github/workflows/container.yml
new file mode 100644
index 0000000..5747ae1
--- /dev/null
+++ b/.github/workflows/container.yml
@@ -0,0 +1,139 @@
+name: Container Image
+on:
+  push:
+    branches:
+      - 'main'
+    tags:        
+      - '**'
+
+env:
+  kubectl_version: 1.27.3
+  helm_version: 3.12.1
+  sentry_cli_version: 2.19.4
+  aws_cli_version: 2.12.7
+
+jobs:
+  build:
+    name: Build container image and push it to registry
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    permissions:
+      id-token: write
+      contents: read
+      packages: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_PASSWORD }}
+
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v2
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v1
+        with:
+          role-to-assume: ${{ secrets.AWS_ROLE_ARN }}
+          aws-region: us-east-1
+
+      - name: Login to Amazon ECR Public
+        id: login-ecr-public
+        uses: aws-actions/amazon-ecr-login@v1
+        with:
+          registry-type: public
+
+      - name: Parse version
+        id: get-version
+        uses: battila7/get-version-action@v2
+      
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      - name: Build and push - testing - slim
+        uses: docker/build-push-action@v3
+        timeout-minutes: 15
+        if: ${{ !steps.get-version.outputs.is-semver }}
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          build-args: |
+            KUBECTL_VERSION=${{ env.kubectl_version }}
+            HELM_VERSION=${{ env.helm_version }}
+            SENTRY_CLI_VERSION=${{ env.sentry_cli_version }}
+            AWS_CLI_VERSION=${{ env.aws_cli_version }}
+          tags: |
+            cookielab/deployer:${{ github.ref_name }}-slim
+            public.ecr.aws/cookielab/deployer:${{ github.ref_name }}-slim
+            ghcr.io/${{ github.repository }}:${{ github.ref_name }}-slim
+      
+      - name: Build and push - pre-release - slim
+        uses: docker/build-push-action@v3
+        timeout-minutes: 15
+        if: ${{ steps.get-version.outputs.is-semver && steps.get-version.outputs.prerelease != '' }}
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          build-args: |
+            KUBECTL_VERSION=${{ env.kubectl_version }}
+            HELM_VERSION=${{ env.helm_version }}
+            SENTRY_CLI_VERSION=${{ env.sentry_cli_version }}
+            AWS_CLI_VERSION=${{ env.aws_cli_version }}
+          tags: |
+            cookielab/deployer:${{ steps.get-version.outputs.version-without-v }}-slim
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.version-without-v }}-slim
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.version-without-v }}-slim
+      
+      - name: Build and push - stable - slim
+        uses: docker/build-push-action@v3
+        timeout-minutes: 15
+        if: ${{ steps.get-version.outputs.is-semver && steps.get-version.outputs.prerelease == '' }}
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          build-args: |
+            KUBECTL_VERSION=${{ env.kubectl_version }}
+            HELM_VERSION=${{ env.helm_version }}
+            SENTRY_CLI_VERSION=${{ env.sentry_cli_version }}
+            AWS_CLI_VERSION=${{ env.aws_cli_version }}
+          tags: |
+            cookielab/deployer:${{ steps.get-version.outputs.version-without-v }}-slim
+            cookielab/deployer:${{ steps.get-version.outputs.version-without-v }}
+            cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}.${{ steps.get-version.outputs.patch }}-slim
+            cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}.${{ steps.get-version.outputs.patch }}
+            cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}-slim
+            cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}
+            cookielab/deployer:${{ steps.get-version.outputs.major }}-slim
+            cookielab/deployer:${{ steps.get-version.outputs.major }}
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.version-without-v }}-slim
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.version-without-v }}
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}.${{ steps.get-version.outputs.patch }}-slim
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}.${{ steps.get-version.outputs.patch }}
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}-slim
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.major }}-slim
+            public.ecr.aws/cookielab/deployer:${{ steps.get-version.outputs.major }}
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.version-without-v }}-slim
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.version-without-v }}
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}.${{ steps.get-version.outputs.patch }}-slim
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}.${{ steps.get-version.outputs.patch }}
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}-slim
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.major }}.${{ steps.get-version.outputs.minor }}
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.major }}-slim
+            ghcr.io/${{ github.repository }}:${{ steps.get-version.outputs.major }}
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..2abb8d1
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+testing.sh
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
deleted file mode 100644
index c63ec47..0000000
--- a/.gitlab-ci.yml
+++ /dev/null
@@ -1,34 +0,0 @@
-build:
-  image:
-    name: gcr.io/kaniko-project/executor:v1.7.0-debug
-    entrypoint: [""]
-  variables:
-    DOCKER_CONFIG: /root
-    DOCKER_IMAGE: cookielab/deployer
-    DOCKER_IMAGE_VERSION_REVISION: $CI_COMMIT_TAG
-    KUBERNETES_VERSION: 1.22.4
-    HELM_VERSION: 3.7.2
-    SENTRY_CLI_VERSION: 1.71.0
-    KUBEDOG_VERSION: 0.6.1
-    KAIL_VERSION: 0.15.0
-  before_script:
-    - mkdir -p $DOCKER_CONFIG
-    - echo "{\"auths\":{\"https://index.docker.io/v1/\":{\"username\":\"clbbot\",\"password\":\"$DOCKER_HUB_PASSWORD\"}}}" > $DOCKER_CONFIG/config.json
-  script:
-    - export DOCKER_IMAGE_VERSION_PATCH=`echo -n $DOCKER_IMAGE_VERSION_REVISION | sed -n -E 's/([0-9]+)\.([0-9]+)\.([0-9]+)(-([0-9]+))?/\1.\2.\3/p'`
-    - export DOCKER_IMAGE_VERSION_MINOR=`echo -n $DOCKER_IMAGE_VERSION_REVISION | sed -n -E 's/([0-9]+)\.([0-9]+)\.([0-9]+)(-([0-9]+))?/\1.\2/p'`
-    - |
-      /kaniko/executor \
-      --single-snapshot \
-      --context $CI_PROJECT_DIR \
-      --dockerfile $CI_PROJECT_DIR/Dockerfile \
-      --build-arg KUBE_VERSION="${KUBERNETES_VERSION}" \
-      --build-arg HELM_VERSION="${HELM_VERSION}" \
-      --build-arg SENTRY_CLI_VERSION="${SENTRY_CLI_VERSION}" \
-      --build-arg KUBEDOG_VERSION="${KUBEDOG_VERSION}" \
-      --build-arg KAIL_VERSION="${KAIL_VERSION}" \
-      --destination $DOCKER_IMAGE:$DOCKER_IMAGE_VERSION_REVISION \
-      --destination $DOCKER_IMAGE:$DOCKER_IMAGE_VERSION_PATCH \
-      --destination $DOCKER_IMAGE:$DOCKER_IMAGE_VERSION_MINOR
-  only:
-    - tags
diff --git a/Dockerfile b/Dockerfile
index ba59cf2..a7b9f6b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,38 +1,41 @@
-FROM cookielab/alpine:3.13
+FROM cookielab/slim:12.0 AS build
+
+ARG TARGETARCH
+WORKDIR /tmp
+
+RUN apt update && apt install -y curl zip
+
+ARG KUBECTL_VERSION
+RUN curl -L "https://dl.k8s.io/release/v${KUBECTL_VERSION}/bin/linux/${TARGETARCH}/kubectl" -o /usr/local/kubectl
+RUN chmod +x /usr/local/kubectl
 
-ARG KUBE_VERSION
 ARG HELM_VERSION
-ARG SENTRY_CLI_VERSION
-ARG KUBEDOG_VERSION
-ARG KAIL_VERSION
-
-ADD kube-connect /usr/local/bin/kube-connect
-
-RUN apk --update --no-cache add ca-certificates openssh bash curl gzip unzip git jq gettext
-RUN chmod +x /usr/local/bin/kube-connect
-RUN curl -L https://storage.googleapis.com/kubernetes-release/release/v${KUBE_VERSION}/bin/linux/amd64/kubectl -o /usr/local/bin/kubectl
-RUN chmod +x /usr/local/bin/kubectl
-RUN curl -L https://get.helm.sh/helm-v${HELM_VERSION}-linux-amd64.tar.gz -o ./helm.tar.gz
-RUN tar -xzf ./helm.tar.gz
-RUN rm ./helm.tar.gz
-RUN mv ./linux-amd64/helm /usr/local/bin/helm
+RUN curl -L "https://get.helm.sh/helm-v${HELM_VERSION}-linux-${TARGETARCH}.tar.gz" -o /tmp/helm.tar.gz
+RUN tar -xzf /tmp/helm.tar.gz
+RUN rm /tmp/helm.tar.gz
+RUN mv /tmp/linux-${TARGETARCH}/helm /usr/local/bin/helm
 RUN chmod +x /usr/local/bin/helm
-RUN rm -rf ./linux-amd64
-RUN curl -L https://downloads.sentry-cdn.com/sentry-cli/${SENTRY_CLI_VERSION}/sentry-cli-Linux-x86_64 -o ./sentry-cli
-RUN mv ./sentry-cli /usr/local/bin/sentry-cli
-RUN chmod +x /usr/local/bin/sentry-cli
-RUN curl -L https://tuf.kubedog.werf.io/targets/releases/${KUBEDOG_VERSION}/linux-amd64/bin/kubedog -o /usr/local/bin/kubedog
-RUN chmod +x /usr/local/bin/kubedog
-RUN curl -L https://github.com/boz/kail/releases/download/v${KAIL_VERSION}/kail_${KAIL_VERSION}_linux_amd64.tar.gz -o /tmp/kail.tar.gz && \
-  tar xvzf /tmp/kail.tar.gz && \
-  mv kail /usr/local/bin/ && \
-  rm -rf /tmp/*
-RUN chmod +x /usr/local/bin/kail
 
-USER 1987
+ARG SENTRY_CLI_VERSION
+RUN curl -sL https://sentry.io/get-cli/ | INSTALL_DIR="/usr/local/bin" sh
+
+ARG AWS_CLI_VERSION
+COPY download-aws-cli.sh /tmp/download-aws-cli.sh
+RUN /tmp/download-aws-cli.sh
 
-RUN mkdir -p -m 0700 /container/.ssh
-RUN touch /container/.ssh/known_hosts
-RUN chmod 0644 /container/.ssh/known_hosts
+FROM cookielab/slim:12.0
+
+RUN apt update && apt install -y curl jq \
+  && apt-get clean && rm -rf /var/lib/apt/lists/*
+
+COPY --from=build /usr/local/bin /usr/local/bin
+
+COPY --from=build /tmp/aws /tmp/aws
+RUN /tmp/aws/install
+RUN rm -rf /tmp/aws
+
+ARG GITHUB_TOKEN
+
+USER 1987
 
 ONBUILD USER root
diff --git a/README.md b/README.md
index bbb13e6..5e3fbd0 100644
--- a/README.md
+++ b/README.md
@@ -1,33 +1,3 @@
-# Cookielab - Deployer image
+# cookielab/deployer
 
-This image is based on [our Alpine Linux image](https://cloud.docker.com/u/cookielab/repository/docker/cookielab/alpine).
-
-We make this image for deploying our applications from Gitlab to Kubernetes.
-
-This image contains [`kubectl`](https://kubernetes.io/docs/reference/kubectl/overview/), [`terraform`](https://terraform.io), [`helm`](https://helm.sh/), [`sentry-cli`](https://docs.sentry.io/cli/) and [`kubeless`](https://kubeless.io/).
-It also contains `kube-connect` script with will connect to your kubernetes cluser via env variables (standard one in Gitlab CI).
-
-## Usage
-
-```bash
-# kubectl
-docker run --rm cookielab/deployer:0.11
-> kube-connect
-> kubectl version
-
-# terraform
-docker run --rm cookielab/deployer:0.11 terraform version
-
-# helm
-docker run --rm cookielab/deployer:0.11
-> kube-connect
-> helm version
-
-# sentry-cli
-docker run --rm cookielab/deployer:0.11 sentry-cli --version
-
-# kubeless
-docker run --rm cookielab/deployer:0.11
-> kube-connect
-> kubeless version
-```
+@todo
diff --git a/UPDATING.md b/UPDATING.md
deleted file mode 100644
index be7439c..0000000
--- a/UPDATING.md
+++ /dev/null
@@ -1,9 +0,0 @@
-# How to update this image?
-
-1. check https://cloud.docker.com/u/cookielab/repository/docker/cookielab/alpine/tags if there is new version of base image
-2. check https://github.com/kubernetes/kubernetes/releases if there is new version of kubectl and update it in `.gitlab-ci.yml`
-3. check https://github.com/hashicorp/terraform/releases if there is new version of terraform and update it in `.gitlab-ci.yml`
-4. check https://github.com/helm/helm/releases if there is new version of helm and update it in `.gitlab-ci.yml`
-5. check https://github.com/kubeless/kubeless/releases if there is new version of kubeless and update it in `.gitlab-ci.yml`
-6. update version in `README.md` if necessary and commit this change
-7. make new tag with new version and push it to GitLab
diff --git a/download-aws-cli.sh b/download-aws-cli.sh
new file mode 100755
index 0000000..e122b27
--- /dev/null
+++ b/download-aws-cli.sh
@@ -0,0 +1,8 @@
+#!/bin/sh
+
+set -xe
+
+TARGETARCH_ALT=$(echo "${TARGETARCH}" | sed s/arm64/aarch64/ | sed s/amd64/x86_64/)
+
+curl -L "https://awscli.amazonaws.com/awscli-exe-linux-${TARGETARCH_ALT}-${AWS_CLI_VERSION}.zip" -o /tmp/awscliv2.zip
+unzip /tmp/awscliv2.zip
diff --git a/kube-connect b/kube-connect
deleted file mode 100644
index a66a6fc..0000000
--- a/kube-connect
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/sh
-
-kubectl config set-cluster default-cluster --server=$KUBE_URL --certificate-authority="$KUBE_CA_PEM_FILE"
-kubectl config set-credentials default-admin --token=$KUBE_TOKEN
-kubectl config set-context default-system --cluster=default-cluster --user=default-admin --namespace $KUBE_NAMESPACE
-kubectl config use-context default-system