diff --git a/Dockerfile b/Dockerfile
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index 00000000..0283483f
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,17 @@
+FROM alpine:latest
+MAINTAINER Mathieu Pasquet <mathieui@mathieui.net>
+RUN apk add --update build-base git python3 python3-dev libidn-dev && python3 -m ensurepip && pip3 install --upgrade pip && pip3 install cython pyasn1 pyasn1-modules
+WORKDIR /tmp/
+ARG version=HEAD
+# Don’t ADD local files in order to keep layers at a minimal size
+RUN git clone https://git.poez.io/poezio.git poezio-git-dir && \
+        cd poezio-git-dir && \
+        git archive --prefix="poezio-archive-${version}/" -o /tmp/poezio-archive.tar "${version}" && \
+        cd /tmp/ && tar xvf poezio-archive.tar && \
+        cd "poezio-archive-${version}" && \
+        python3 setup.py install && \
+        cd .. && rm -rf /tmp/poezio-* ~/.cache ~/.pip
+RUN adduser -D poezio-user
+USER poezio-user
+WORKDIR /home/poezio-user/
+ENTRYPOINT ["poezio"]