diff --git a/docker/DockerfileDeps b/docker/DockerfileDeps
index 2bdd7add945ca48661b806c145f77b5d4de4a30d..cce375eb8578be246620f4763e511dffd7552660 100644
--- a/docker/DockerfileDeps
+++ b/docker/DockerfileDeps
@@ -2,7 +2,7 @@ FROM ubuntu:16.04
 MAINTAINER Adrien Béraud <adrien.beraud@savoirfairelinux.com>
 RUN apt-get update && apt-get install -y \
         build-essential cmake git wget libncurses5-dev libreadline-dev nettle-dev \
-        libgnutls28-dev libuv1-dev cython3 python3-dev libcppunit-dev libjsoncpp-dev \
+        libgnutls28-dev libuv1-dev cython3 python3-dev python3-setuptools libcppunit-dev libjsoncpp-dev \
         autotools-dev autoconf libasio-dev \
     && apt-get clean
 
@@ -28,14 +28,11 @@ RUN echo "** Building a recent version of asio ***" \
     && make install \
     && cd ../../ && rm -rf asio*
 
-#patch for https://github.com/Stiffstream/restinio-conan-example/issues/2
-RUN apt-get update && apt-get install -y python3-pip && pip3 install --upgrade cmake
-
 RUN echo "*** Downloading RESTinio ***" \
     && mkdir restinio && cd restinio \
-    && wget https://github.com/Stiffstream/restinio/archive/v.0.5.1.2.tar.gz \
-    && ls -l && tar -xzf v.0.5.1.2.tar.gz \
-    && cd restinio-v.0.5.1.2/dev \
+    && wget https://github.com/aberaud/restinio/archive/8d5d3e8237e0947adb9ba1ffc8281f4ad7cb2a59.tar.gz \
+    && ls -l && tar -xzf 8d5d3e8237e0947adb9ba1ffc8281f4ad7cb2a59.tar.gz \
+    && cd restinio-8d5d3e8237e0947adb9ba1ffc8281f4ad7cb2a59/dev \
     && cmake -DCMAKE_INSTALL_PREFIX=/usr -DRESTINIO_TEST=OFF -DRESTINIO_SAMPLE=OFF \
              -DRESTINIO_INSTALL_SAMPLES=OFF -DRESTINIO_BENCH=OFF -DRESTINIO_INSTALL_BENCHES=OFF \
              -DRESTINIO_FIND_DEPS=ON -DRESTINIO_ALLOW_SOBJECTIZER=Off -DRESTINIO_USE_BOOST_ASIO=none . \