diff --git a/Dockerfile b/Dockerfile
index f2ad2575..96ff22fd 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,16 +14,19 @@ RUN dnf install -y \
         python-mock \
         git \
         krb5-workstation \
+        systemd-devel \
+        gcc \
+        redhat-rpm-config \
+        python-devel \
+        python-flask \
         # Troubleshooting tools
         telnet \
         nc \
+        procps \
+        findutils \
     && dnf autoremove -y \
     && dnf clean all \
-    && mkdir /opt/module_build_service/ \
-    && mkdir /etc/module_build_service
-WORKDIR /opt/module_build_service/
-COPY ./requirements.txt /opt/module_build_service/
-RUN pip install --user -r ./requirements.txt
-
-RUN ln -s /opt/module_build_service/conf/koji.conf /etc/module_build_service/koji.conf \
- && ln -s /opt/module_build_service/conf/copr.conf /etc/module_build_service/copr.conf
+    && mkdir /tmp/module_build_service/
+COPY . /tmp/module_build_service/
+WORKDIR /tmp/module_build_service/
+RUN python setup.py install
diff --git a/Vagrantfile b/Vagrantfile
index 890d9706..e1da6a23 100644
--- a/Vagrantfile
+++ b/Vagrantfile
@@ -18,26 +18,29 @@ $script = <<SCRIPT
         rpm-build \
         fedpkg \
         python-mock \
-        krb5-workstation
-    pip install -r /opt/module_build_service/requirements.txt
-    pip install -r /opt/module_build_service/test-requirements.txt
-    cd /opt/module_build_service
-    mkdir -p /etc/module_build_service
-    ln -s /opt/module_build_service/conf/koji.conf /etc/module_build_service/koji.conf
-    ln -s /opt/module_build_service/conf/copr.conf /etc/module_build_service/copr.conf
-    python manage.py upgradedb
-    python manage.py generatelocalhostcert
+        krb5-workstation \
+        systemd-devel \
+        gcc \
+        redhat-rpm-config \
+        python-devel \
+        python-flask
+    cd /tmp/module_build_service
+    python setup.py install
+    mbs-upgradedb
+    mbs-gencert
     systemctl enable fedmsg-relay
     systemctl start fedmsg-relay
     echo "export KRB5CCNAME=FILE:/var/tmp/krbcc" >> ~/.bashrc
 SCRIPT
 
 Vagrant.configure("2") do |config|
-  config.vm.box = "boxcutter/fedora24"
-  config.vm.synced_folder "./", "/opt/module_build_service"
+  # $ wget https://download.fedoraproject.org/pub/fedora/linux/releases/24/CloudImages/x86_64/images/Fedora-Cloud-Base-Vagrant-24-1.2.x86_64.vagrant-libvirt.box && \
+  #   vagrant box add Fedora-Cloud-Base-Vagrant-24-1.2.x86_64.vagrant-libvirt.box --name fedora-24
+  config.vm.box = "fedora-24"
+  config.vm.synced_folder "./", "/tmp/module_build_service"
   config.vm.provision "file", source: "/var/tmp/krbcc", destination: "/var/tmp/krbcc", run: "always"
   config.vm.network "forwarded_port", guest: 5000, host: 5000
   config.vm.provision "shell", inline: $script
-  config.vm.provision :shell, inline: "cd /opt/module_build_service && python manage.py runssl --debug &", run: "always"
-  config.vm.provision :shell, inline: "cd /opt/module_build_service && python module_build_service_daemon.py &", run: "always"
+  config.vm.provision :shell, inline: "mbs-frontend &", run: "always"
+  config.vm.provision :shell, inline: "mbs-daemon &", run: "always"
 end