diff --git a/docker-compose.yaml b/docker-compose.yaml
index 61a87d7..81bdcea 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -32,10 +32,7 @@ services:
     volumes:
     - /opt/mailman/web:/opt/mailman-web-data
     environment:
-    - UWSGI_WSGI_FILE=wsgi.py
-    - UWSGI_HTTP=:8000
-    - UWSGI_WORKERS=2
-    - UWSGI_THREADS=4
+    - DATABASE_TYPE=postgres
     - DATABASE_URL=postgres://mailman:mailmanpass@database/mailmandb
     - HYPERKITTY_API_KEY=someapikey
     networks:
diff --git a/web/Dockerfile b/web/Dockerfile
index 1951c0a..be7a532 100644
--- a/web/Dockerfile
+++ b/web/Dockerfile
@@ -10,20 +10,16 @@ RUN apt-get update \
                        postgresql-client \
     && rm -rf /var/lib/apt/lists/*
 
-RUN wget -O mailmanclient.zip https://gitlab.com/mailman/mailmanclient/repository/archive.zip?ref=master \
-    && wget -O postorius.zip https://gitlab.com/mailman/postorius/repository/archive.zip?ref=master \
-    && wget -O django-mailman3.zip https://gitlab.com/mailman/django-mailman3/repository/archive.zip?ref=master \
-    && wget -O hyperkitty.zip https://gitlab.com/mailman/hyperkitty/repository/archive.zip?ref=master \
-    && python -m pip install -U mailmanclient.zip \
-                                postorius.zip \
-                                hyperkitty.zip \
-                                whoosh \
-                                uwsgi \
-                                psycopg2 \
-                                dj-database-url \
-                                pymysql \
-    && python -m pip install -U django-mailman3.zip \
-    && rm mailmanclient.zip postorius.zip hyperkitty.zip django-mailman3.zip
+RUN python -m pip install -U mailmanclient==3.1.0 \
+                             postorius==1.1.0 \
+                             hyperkitty==1.1.0 \
+                             django-mailman3==1.1.0 \
+                             whoosh \
+                             uwsgi \
+                             psycopg2 \
+                             dj-database-url \
+                             pymysql \
+	&& python -m pip install -U django==1.10
 
 ADD mailman-web /opt/mailman-web
 
@@ -35,4 +31,4 @@ EXPOSE 8000
 
 ENTRYPOINT ["/opt/run.sh"]
 
-CMD ["uwsgi", "--http-auto-chunked","--http-keepalive"]
+CMD ["uwsgi", "--ini", "/opt/mailman-web/uwsgi.ini"]
diff --git a/web/assets/run.sh b/web/assets/run.sh
index b34ddc9..d69a8da 100755
--- a/web/assets/run.sh
+++ b/web/assets/run.sh
@@ -49,8 +49,9 @@ if [[ ! -v DATABASE_URL ]]; then
 	echo "DATABASE_URL is not defined. Using sqlite database..."
 	export DATABASE_URL=sqlite://mailmanweb.db
 	export DATABASE_TYPE='sqlite'
-else
-	export DATABASE_TYPE='postgres'
+fi
+
+if [[ "$DATABASE_TYPE" = 'postgres' ]]; then
 	wait_for_postgres
 fi
 
@@ -88,20 +89,10 @@ python manage.py collectstatic --noinput
 # this command will upgrade the database.
 python manage.py migrate
 
+# Create a mailman user with the specific UID and GID and do not create home
+# directory for it. Also chown the logs directory to write the files.
+useradd -M -U -u 1000 mailman
+chown mailman:mailman /opt/mailman-web-data -R
 
-# Log to the default location /opt/mailman-web-data/logs/uwsgi.log if the
-# logging variable is not set.
-if [[ ! -v UWSGI_LOGTO ]]; then
-	echo "No UWSGI_LOGTO defined, logging uwsgi to /opt/mailman-web-data/logs/uwsgi.log ..."
-	export UWSGI_LOGTO='/opt/mailman-web-data/logs/uwsgi.log'
-	touch "$UWSGI_LOGTO"
-fi
-
-if [[ ! -v UWSGI_WSGI_FILE ]]; then
-	export UWSGI_WSGI_FILE="wsgi.py"
-	export UWSGI_HTTP=:8000
-	export UWSGI_WORKERS=2
-	export UWSGI_THREADS=4
-fi
 
 exec $@
diff --git a/web/mailman-web/uwsgi.ini b/web/mailman-web/uwsgi.ini
new file mode 100644
index 0000000..0b488bc
--- /dev/null
+++ b/web/mailman-web/uwsgi.ini
@@ -0,0 +1,42 @@
+[uwsgi]
+# Port on which uwsgi will be listening.
+http = :8000
+
+# Move to the directory wher the django files are.
+chdir = /opt/mailman-web
+
+# Use the wsgi file provided with the django project.
+wsgi-file = wsgi.py
+
+# Setup default number of processes and threads per process.
+master = true
+process = 2
+threads = 2
+
+# Drop privielges and don't run as root.
+uid = 1000
+gid = 1000
+
+# Setup the django_q related worker processes.
+attach-daemon = ./manage.py qcluster
+
+# Setup hyperkitty's cron jobs.
+cron2 = unique=1 ./manage.py runjobs minutely
+cron2 = hour=1,unique=1 ./manage.py runjobs hourly
+cron2 = day=1,unique=1 ./manage.py runjobs monthly
+cron2 = week=1,unique=1 ./manage.py runjobs weekly
+cron2 = month=1,unique=1 ./manage.py runjobs yearly
+
+# Setup the request log.
+req-logger = file:/opt/mailman-web-data/logs/uwsgi.log
+
+# Log cron seperately.
+logger = cron file:/opt/mailman-web-data/logs/uwsgi-cron.log
+log-route = cron uwsgi-cron
+
+# Log qcluster commands seperately.
+logger = qcluster file:/opt/mailman-web-data/logs/uwsgi-qcluster.log
+log-route = qcluster uwsgi-daemons
+
+# Last log and it logs the rest of the stuff.
+logger = file:/opt/mailman-web-data/logs/uwsgi-error.log