diff --git a/docker/Dockerfile b/docker/Dockerfile
index 4f4ac3e..88fea02 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,34 +1,90 @@
-FROM debian:stretch-slim
+FROM alpine:3.10 AS builder
 LABEL maintainer="k@ndk.name"
 
-ENV LC_ALL=en_US.UTF-8 LANG=en_US.UTF-8 LANGUAGE=en_US.UTF-8
+ARG BUILD_DEPENDENCIES="build-base \
+    libffi-dev \
+    libxml2-dev \
+    mariadb-connector-c-dev \
+    openldap-dev \
+    py3-pip \
+    python3-dev \
+    xmlsec-dev \
+    yarn"
 
-RUN apt-get update -y \
-    && apt-get install -y --no-install-recommends apt-transport-https locales locales-all python3-pip python3-setuptools python3-dev curl libsasl2-dev libldap2-dev libssl-dev libxml2-dev libxslt1-dev libxmlsec1-dev libffi-dev build-essential libmariadb-dev-compat \
-    && curl -sL https://deb.nodesource.com/setup_10.x | bash - \
-    && curl -sS https://dl.yarnpkg.com/debian/pubkey.gpg | apt-key add - \
-    && echo "deb https://dl.yarnpkg.com/debian/ stable main" > /etc/apt/sources.list.d/yarn.list \
-    && apt-get update -y \
-    && apt-get install -y nodejs yarn \
-    && apt-get clean -y \
-	&& rm -rf /var/lib/apt/lists/*
+ENV LC_ALL=en_US.UTF-8 \
+    LANG=en_US.UTF-8 \
+    LANGUAGE=en_US.UTF-8 \
+    FLASK_APP=/build/powerdnsadmin/__init__.py
+
+# Get dependencies
+RUN apk add --no-cache ${BUILD_DEPENDENCIES} && \
+    ln -s /usr/bin/pip3 /usr/bin/pip
+
+WORKDIR /build
 
 # We copy just the requirements.txt first to leverage Docker cache
-COPY ./requirements.txt /app/requirements.txt
+COPY ./requirements.txt /build/requirements.txt
+
+# Get application dependencies
+RUN pip install -r requirements.txt
+
+# Add sources
+COPY . /build
+
+# Prepare assets
+RUN yarn install --pure-lockfile --production && \
+    yarn cache clean && \
+    sed -i -e "s|'cssmin','cssrewrite'|'cssmin'|g" /build/powerdnsadmin/assets.py && \
+    flask assets build
+
+RUN mv /build/powerdnsadmin/static /tmp/static && \
+    mkdir /build/powerdnsadmin/static && \
+    cp -r /tmp/static/generated /build/powerdnsadmin/static && \
+    find /tmp/static/node_modules -name 'fonts' -exec cp -r {} /build/powerdnsadmin/static \; && \
+    find /tmp/static/node_modules/icheck/skins/square -name '*.png' -exec cp {} /build/powerdnsadmin/static/generated \;
+
+RUN { \
+      echo "from flask_assets import Environment"; \
+      echo "assets = Environment()"; \
+      echo "assets.register('js_login', 'generated/login.js')"; \
+      echo "assets.register('js_validation', 'generated/validation.js')"; \
+      echo "assets.register('css_login', 'generated/login.css')"; \
+      echo "assets.register('js_main', 'generated/main.js')"; \
+      echo "assets.register('css_main', 'generated/main.css')"; \
+    } > /build/powerdnsadmin/assets.py
+
+# Move application
+RUN mkdir -p /app && \
+    cp -r /build/migrations/ /build/powerdnsadmin/ /build/run.py /app && \
+    mkdir -p /app/configs && \
+    cp -r /build/configs/docker_config.py /app/configs
+
+# Cleanup
+RUN pip install pip-autoremove && \
+    pip-autoremove cssmin -y && \
+    pip-autoremove jsmin -y && \
+    pip-autoremove pytest -y && \
+    pip uninstall -y pip-autoremove && \
+    apk del ${BUILD_DEPENDENCIES}
+
+
+# Build image
+FROM alpine:3.10
+
+ENV FLASK_APP=/app/powerdnsadmin/__init__.py
+
+RUN apk add --no-cache mariadb-connector-c postgresql-client py3-gunicorn py3-psycopg2 xmlsec && \
+    addgroup -S pda && \
+    adduser -S -D -G pda pda
+
+COPY --from=builder /usr/bin/flask /usr/bin/
+COPY --from=builder /usr/lib/python3.7/site-packages /usr/lib/python3.7/site-packages/
+COPY --from=builder --chown=pda:pda /app /app/
+COPY ./docker/entrypoint.sh /usr/bin/
 
 WORKDIR /app
-RUN pip3 install --upgrade pip
-RUN pip3 install -r requirements.txt
-
-COPY . /app
-COPY ./docker/entrypoint.sh /usr/local/bin/
-RUN chmod +x /usr/local/bin/entrypoint.sh
-
-ENV FLASK_APP=powerdnsadmin/__init__.py
-RUN yarn install --pure-lockfile --production \
-    && yarn cache clean \
-    && flask assets build
 
 EXPOSE 80/tcp
+HEALTHCHECK CMD ["wget","--output-document=-","--quiet","--tries=1","http://127.0.0.1/"]
 ENTRYPOINT ["entrypoint.sh"]
-CMD ["gunicorn","powerdnsadmin:create_app()"]
+CMD ["gunicorn","powerdnsadmin:create_app()","--user","pda","--group","pda"]
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
old mode 100644
new mode 100755
index a05c9aa..9c34cfc
--- a/docker/entrypoint.sh
+++ b/docker/entrypoint.sh
@@ -1,5 +1,5 @@
-#!/bin/bash
-set -Eeuo pipefail
+#!/bin/sh
+set -euo pipefail
 cd /app
 
 GUNICORN_TIMEOUT="${GUINCORN_TIMEOUT:-120}"