diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3b82595..51bef0d 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -3,6 +3,22 @@ image: python:3.8-buster
 before_script:
   - pip install -r requirements.txt
 
+  ## Install ssh-agent if not already installed, it is required by Docker.
+  - 'command -v ssh-agent >/dev/null || ( apt-get update -y && apt-get install openssh-client -y )'
+
+  ## Run ssh-agent (inside the build environment)
+  - eval $(ssh-agent -s)
+
+  ## Add the SSH key stored in SSH_PRIVATE_KEY variable to the agent store
+  ## We're using tr to fix line endings which makes ed25519 keys work
+  ## without extra base64 encoding.
+  ## https://gitlab.com/gitlab-examples/ssh-private-key/issues/1#note_48526556
+  - echo "$SSH_PRIVATE_KEY" | tr -d '\r' | ssh-add -
+
+  ## Create the SSH directory and give it the right permissions
+  - mkdir -p ~/.ssh
+  - chmod 700 ~/.ssh
+
 test:
   stage: test
   script:
@@ -17,9 +33,11 @@ pages:
   stage: deploy
   script:
   - mkdocs build --strict --verbose
+  - rsync -e 'ssh -p 2222' -aglpPrtvz --delete site/ "drive@herbert.ugent.be:/home/drive/public/"
   artifacts:
     paths:
     - site
   only:
   - master
+  - mkdocs