diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
new file mode 100644
index 00000000..a4597deb
--- /dev/null
+++ b/.github/workflows/cd.yml
@@ -0,0 +1,74 @@
+name: Docker image build and deploy
+
+on:
+  push:
+    branches: [master]
+  release:
+    types: [published]
+
+env:
+  # Use docker.io for Docker Hub if empty
+  REGISTRY: ghcr.io
+  # github.repository as <account>/<repo>
+  IMAGE_NAME: ${{ github.repository }}
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+      # This is used to complete the identity challenge
+      # with sigstore/fulcio when running outside of PRs.
+      id-token: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+
+      - name: Setup Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      # Login against a Docker registry except on PR
+      # https://github.com/docker/login-action
+      - name: Log into ${{ env.REGISTRY }} registry
+        uses: docker/login-action@v2
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      # Extract metadata (tags, labels) for Docker
+      # https://github.com/docker/metadata-action
+      - name: Extract Docker metadata
+        id: meta
+        uses: docker/metadata-action@v4
+        with:
+          images: |
+            ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+          tags: |
+            type=ref,event=tag
+            type=ref,event=branch
+            type=ref,event=pr
+            type=sha,format=long
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+
+      # Build and push Docker image with Buildx
+      # https://github.com/docker/build-push-action
+      - name: Build and push Docker image
+        id: build-and-push
+        uses: docker/build-push-action@v3
+        with:
+          context: .
+          push: true
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+          platforms: |
+            linux/amd64
+            linux/arm64
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
diff --git a/README.md b/README.md
index b068799e..48c48766 100644
--- a/README.md
+++ b/README.md
@@ -162,16 +162,16 @@ $ brew install ameba
 Build the image:
 
 ```sh
-$ docker build -t crystal-ameba/ameba .
+$ docker build -t ghcr.io/crystal-ameba/ameba .
 ```
 
 To use the resulting image on a local source folder, mount the current (or target) directory into `/src`:
 
 ```sh
-$ docker run -v $(pwd):/src crystal-ameba/ameba
+$ docker run -v $(pwd):/src ghcr.io/crystal-ameba/ameba
 ```
 
-Also available on DockerHub: https://hub.docker.com/r/veelenga/ameba
+Also available on GitHub: https://github.com/crystal-ameba/ameba/pkgs/container/ameba
 
 ### From sources