diff --git a/Vagrantfile b/Vagrantfile
index e889cfe..90b2cde 100644
--- a/Vagrantfile
+++ b/Vagrantfile
@@ -20,15 +20,21 @@ Vagrant.configure('2') do |config|
   config.ssh.forward_agent = true
 
   config.vm.provision :docker
-  config.vm.provision :docker_compose
 
   $provision = <<-SCRIPT
+    DOCKER_COMPOSE_VERSION=1.24.0
+
     touch /home/vagrant/.bashrc
     grep -Fxq 'source /home/vagrant/openbalena/.openbalenarc' /home/vagrant/.bashrc || echo 'source /home/vagrant/openbalena/.openbalenarc' >> /home/vagrant/.bashrc
 
     curl -o- https://raw.githubusercontent.com/creationix/nvm/v0.34.0/install.sh | bash
     source "/home/vagrant/.nvm/nvm.sh" # This loads nvm
     nvm install 10.15.0 && nvm use 10.15.0
+
+    # Install a newer version of docker-compose
+    (cd /usr/local/bin; \
+    sudo curl -o docker-compose --silent --location https://github.com/docker/compose/releases/download/$DOCKER_COMPOSE_VERSION/docker-compose-Linux-x86_64; \
+    sudo chmod a+x docker-compose)
   SCRIPT
 
   config.vm.provision :shell, privileged: false, inline: $provision