diff --git a/docker/Dockerfile b/docker/Dockerfile
index 762b20a7d..2d0d0b55b 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -16,11 +16,9 @@ RUN tar xvf infection_monkey_deb.${RELEASE}.tgz  \
     && apt-get -yqq upgrade                      \
     && apt-get -yqq install python-pip           \
                             python-dev           \
-                            libssl-dev           \
-                            supervisor           \
     && dpkg -i *.deb                             \
     && rm -f *.deb *.tgz
 
-COPY stack.conf /etc/supervisor/conf.d/stack.conf
-
-ENTRYPOINT [ "supervisord", "-n", "-c", "/etc/supervisor/supervisord.conf" ]
+WORKDIR /var/monkey
+ENTRYPOINT ["/var/monkey/monkey_island/bin/python/bin/python"]
+CMD ["/var/monkey/monkey_island.py"]
diff --git a/docker/stack.conf b/docker/stack.conf
deleted file mode 100644
index e84d508aa..000000000
--- a/docker/stack.conf
+++ /dev/null
@@ -1,2 +0,0 @@
-[program:monkey]
-command=/var/monkey/monkey_island/ubuntu/systemd/start_server.sh