diff --git a/Dockerfile b/Dockerfile
index 347c1af492f..7df4c0aadce 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,5 @@
+# syntax=docker/dockerfile:1.6@sha256:ac85f380a63b13dfcefa89046420e1781752bab202122f8f50032edf31be0021
+
 # Use imutable image tags rather than mutable tags (like ubuntu:22.04)
 FROM ubuntu:jammy-20230308
 # Some tools like yamllint need this
@@ -18,28 +20,20 @@ COPY extra_playbooks ./extra_playbooks
 COPY playbooks ./playbooks
 COPY plugins ./plugins
 
-RUN apt update -q \
-    && apt install -yq --no-install-recommends \
-       curl \
-       python3 \
-       python3-pip \
-       sshpass \
-       vim \
-       rsync \
-       openssh-client \
-    && pip install --no-compile --no-cache-dir \
-       ansible==7.6.0 \
-       ansible-core==2.14.6 \
-       cryptography==41.0.1 \
-       jinja2==3.1.2 \
-       netaddr==0.8.0 \
-       jmespath==1.0.1 \
-       MarkupSafe==2.1.3 \
-       ruamel.yaml==0.17.21 \
-       passlib==1.7.4 \
-    && KUBE_VERSION=$(sed -n 's/^kube_version: //p' roles/kubespray-defaults/defaults/main.yaml) \
-    && curl -L https://dl.k8s.io/release/$KUBE_VERSION/bin/linux/$(dpkg --print-architecture)/kubectl -o /usr/local/bin/kubectl \
-    && echo $(curl -L https://dl.k8s.io/release/$KUBE_VERSION/bin/linux/$(dpkg --print-architecture)/kubectl.sha256) /usr/local/bin/kubectl | sha256sum --check \
-    && chmod a+x /usr/local/bin/kubectl \
-    && rm -rf /var/lib/apt/lists/* /var/log/* \
-    && find /usr -type d -name '*__pycache__' -prune -exec rm -rf {} \;
+RUN --mount=type=bind,source=requirements.txt,target=requirements.txt \
+   apt-get update -q \
+   && apt-get install -yq --no-install-recommends \
+      curl \
+      python3 \
+      python3-pip \
+      sshpass \
+      vim \
+      rsync \
+      openssh-client \
+   && pip install --no-compile --no-cache-dir -r requirements.txt \
+   && KUBE_VERSION=$(sed -n 's/^kube_version: //p' roles/kubespray-defaults/defaults/main.yaml) \
+   && curl -L https://dl.k8s.io/release/$KUBE_VERSION/bin/linux/$(dpkg --print-architecture)/kubectl -o /usr/local/bin/kubectl \
+   && echo $(curl -L https://dl.k8s.io/release/$KUBE_VERSION/bin/linux/$(dpkg --print-architecture)/kubectl.sha256) /usr/local/bin/kubectl | sha256sum --check \
+   && chmod a+x /usr/local/bin/kubectl \
+   && rm -rf /var/lib/apt/lists/* /var/log/* \
+   && find /usr -type d -name '*__pycache__' -prune -exec rm -rf {} \;