diff --git a/.github/workflows/build-and-push.yaml b/.github/workflows/build-and-push.yaml
new file mode 100644
index 0000000..64a5bfb
--- /dev/null
+++ b/.github/workflows/build-and-push.yaml
@@ -0,0 +1,95 @@
+name: build-and-push
+
+on:
+  pull_request:
+  push:
+    branches:
+      - main
+
+env:
+  PLATFORM: "linux/amd64"
+
+jobs:
+  docker:
+    runs-on: ubuntu-latest
+
+    strategy:
+      matrix:
+        base:
+          - "alpine:3.18.5@sha256:d695c3de6fcd8cfe3a6222b0358425d40adfd129a8a47c3416faff1a8aece389"
+        criu:
+          - "3.19"
+        nftables:
+          - "with-nftables"
+          - "without-nftables"
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Get base image version
+        id: base-image-version
+        run: |
+          base_image_version=$(echo ${{ matrix.base }} | cut -d@ -f1 | tr ':' '-')
+          tag="avmnusng/criu-${{ matrix.criu }}-${{ matrix.nftables }}:${base_image_version}"
+
+          echo "TAG=${tag}" >> $GITHUB_ENV
+          echo "TAG_TEST=${tag}-test" >> $GITHUB_ENV
+
+      - name: Build
+        uses: docker/build-push-action@v5
+        with:
+          context: "."
+          file: ${{ matrix.nftables }}.Dockerfile
+          platforms: ${{ env.PLATFORM }}
+          load: true
+          tags: ${{ env.TAG_TEST }}
+          build-args: |
+            PLATFORM=${{ env.PLATFORM }}
+            BASE=${{ matrix.base }}
+            CRIU_VERSION=${{ matrix.criu }}
+
+      - name: Test
+        run: docker run --rm --privileged ${{ env.TAG_TEST }} criu check
+
+      - name: Test multi-stage build
+        run: |
+          cat <<EOF >> ${{ matrix.nftables }}-multi-stage.Dockerfile
+          FROM --platform=${{ env.PLATFORM }} ${{ matrix.base }}
+          COPY --from=${{ env.TAG_TEST }} /criu/ /
+          EOF
+
+          if [[ $? != 0 ]]; then
+            exit 0
+          fi
+
+          docker build \
+            -t ${{ matrix.nftables }}-multi-stage:test \
+            -f ${{ matrix.nftables }}-multi-stage.Dockerfile \
+            . && \
+
+          docker run --rm --privileged ${{ matrix.nftables }}-multi-stage:test criu check
+
+      - name: Login to Docker Hub
+        if: github.event_name == 'push'
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Build and push
+        if: github.event_name == 'push'
+        uses: docker/build-push-action@v5
+        with:
+          context: "."
+          file: ${{ matrix.nftables }}.Dockerfile
+          platforms: ${{ env.PLATFORM }}
+          push: true
+          tags: ${{ env.TAG }}
+          build-args: |
+            PLATFORM=${{ env.PLATFORM }}
+            BASE=${{ matrix.base }}
+            CRIU_VERSION=${{ matrix.criu }}
diff --git a/README.md b/README.md
index 0bde7b0..853dbe6 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,15 @@
-# criu-alpine
-CRIU Dockerimage for multi-stage builds
+## CRIU Alpine
+
+Use this dockerimage to add [criu](https://github.com/checkpoint-restore/criu) as
+part of multi-stage build. To use in multistage build copy all the contents from
+the `/criu` directory to `/` (root) directory.
+
+Ensure to use same alpine image for the final stage, i.e., if we use `alpine:3.18.5`
+with digest `sha256:d695c3de6fcd8cfe3a6222b0358425d40adfd129a8a47c3416faff1a8aece389`,
+then:
+
+```dockerfile
+FROM --platform=amd64 alpine:3.18.5@sha256:d695c3de6fcd8cfe3a6222b0358425d40adfd129a8a47c3416faff1a8aece389
+
+COPY --from=criu-3.19-with-nftables:alpine-3.18.5 /criu/ /
+```
diff --git a/multi-stage-setup.py b/multi-stage-setup.py
new file mode 100644
index 0000000..d30e074
--- /dev/null
+++ b/multi-stage-setup.py
@@ -0,0 +1,57 @@
+#!/usr/bin/env python3
+
+from pathlib import Path
+from shutil import copy2
+from subprocess import run
+from sys import exit
+
+CRIU_ROOT = '/criu'
+CRIU_BIN_DIR = f'{CRIU_ROOT}/usr/bin'
+
+
+def setup_criu_root():
+  Path(CRIU_ROOT).mkdir(parents=True, exist_ok=False)
+  Path(CRIU_BIN_DIR).mkdir(parents=True, exist_ok=False)
+
+  if not run(f'cp `which criu` {CRIU_BIN_DIR}', shell=True).returncode == 0:
+    exit(1)
+
+
+def copy_dep(dep):
+  dep_dir = str(Path(CRIU_ROOT).joinpath(Path(dep).parent.relative_to('/')))
+  Path(dep_dir).mkdir(parents=True, exist_ok=True)
+
+  copy2(dep, dep_dir)
+
+
+if __name__ == '__main__':
+  setup_criu_root()
+
+  res = run('ldd `which criu`', capture_output=True, shell=True)
+  if not res.returncode == 0:
+    exit(1)
+
+  deps = res.stdout.decode().strip().split("\n")
+
+  for dep in deps:
+    parts = dep.strip().split(' => ')
+    if len(parts) not in (1, 2):
+      exit(1)
+
+    part1 = None
+    part2 = None
+
+    if len(parts) == 1:
+      part1 = parts[0].split(' (0x')[0]
+      part2 = part1
+    else:
+      part2 = parts[1].split(' (0x')[0]
+      part1 = str(Path(part2).parent.joinpath(parts[0]))
+
+    if not part1 or not part2:
+      exit(1)
+
+    copy_dep(part1)
+
+    if part1 != part2:
+      copy_dep(part2)
diff --git a/with-nftables.Dockerfile b/with-nftables.Dockerfile
new file mode 100644
index 0000000..e4385fa
--- /dev/null
+++ b/with-nftables.Dockerfile
@@ -0,0 +1,42 @@
+ARG PLATFORM
+ARG BASE
+
+FROM --platform=$PLATFORM $BASE
+
+ARG CRIU_VERSION
+
+RUN apk --update --no-cache add \
+    bash \
+    build-base \
+    coreutils \
+    procps \
+    gcc \
+    git \
+    gnutls-dev \
+    libaio-dev \
+    libcap-dev \
+    libnet-dev \
+    libnl3-dev \
+    nftables \
+    nftables-dev \
+    pkgconfig \
+    protobuf-c-dev \
+    protobuf-dev \
+    py3-pip \
+    py3-protobuf \
+    python3 \
+    libcap-utils \
+    libdrm-dev \
+    util-linux
+
+WORKDIR /tmp
+
+RUN wget "http://github.com/checkpoint-restore/criu/archive/v${CRIU_VERSION}/criu-${CRIU_VERSION}.tar.gz" && \
+    tar -xzf "criu-${CRIU_VERSION}.tar.gz" && \
+    cd "criu-${CRIU_VERSION}" && \
+    make -j $(nproc) install-criu
+
+COPY multi-stage-setup.py multi-stage-setup.py
+
+RUN chmod +x multi-stage-setup.py && \
+    ./multi-stage-setup.py
diff --git a/without-nftables.Dockerfile b/without-nftables.Dockerfile
new file mode 100644
index 0000000..4f5996b
--- /dev/null
+++ b/without-nftables.Dockerfile
@@ -0,0 +1,40 @@
+ARG PLATFORM
+ARG BASE
+
+FROM --platform=$PLATFORM $BASE
+
+ARG CRIU_VERSION
+
+RUN apk --update --no-cache add \
+    bash \
+    build-base \
+    coreutils \
+    procps \
+    gcc \
+    git \
+    gnutls-dev \
+    libaio-dev \
+    libcap-dev \
+    libnet-dev \
+    libnl3-dev \
+    pkgconfig \
+    protobuf-c-dev \
+    protobuf-dev \
+    py3-pip \
+    py3-protobuf \
+    python3 \
+    libcap-utils \
+    libdrm-dev \
+    util-linux
+
+WORKDIR /tmp
+
+RUN wget "http://github.com/checkpoint-restore/criu/archive/v${CRIU_VERSION}/criu-${CRIU_VERSION}.tar.gz" && \
+    tar -xzf "criu-${CRIU_VERSION}.tar.gz" && \
+    cd "criu-${CRIU_VERSION}" && \
+    make -j $(nproc) install-criu
+
+COPY multi-stage-setup.py multi-stage-setup.py
+
+RUN chmod +x multi-stage-setup.py && \
+    ./multi-stage-setup.py