diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 00000000..553d3146
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,67 @@
+stages:
+  - build
+  - deploy
+
+
+# Cache modules in between jobs
+cache:
+  key: ${CI_COMMIT_REF_SLUG}
+  paths:
+  - node_modules/
+
+
+# Electron app build
+build:
+  stage: build
+  image: nikolaik/python-nodejs:python3.7-nodejs14
+
+  variables:
+    GIT_SUBMODULE_STRATEGY: recursive
+
+  before_script:
+    - curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python
+
+  script:
+    - poetry install
+    - poetry run build_static
+    - poetry run build
+
+  artifacts:
+    name: "dist"
+    expire_in: 1 week
+    paths:
+      - "./dist/*"
+
+  only:
+    - merge_requests
+    - stable
+    - master
+    - web
+
+
+# Deploy to builds.openflexure.org
+deploy:
+  stage: deploy
+  dependencies:
+    - build
+  image: ubuntu:latest
+  
+  before_script:
+    - 'which ssh-agent || ( apt-get update -y && apt-get install openssh-client -y )'
+    - eval $(ssh-agent -s)
+    - ssh-add <(echo "$SSH_PRIVATE_KEY_BATH_OPENFLEXURE_BASE64" | base64 --decode)
+    - mkdir -p ~/.ssh
+    - echo -e "Host *\n\tStrictHostKeyChecking no\n\n" > ~/.ssh/config
+    
+  script:
+    # Install rsync if not already installed
+    - 'which rsync || ( apt-get update -y && apt-get install rsync -y )'
+    
+    # Upload the builds folder to openflexure-microscope builds 
+    - rsync -hrvz -e ssh dist/ ci-user@openflexure.bath.ac.uk:/var/www/build/openflexure-microscope-server/
+    
+    # Run update-latest.py on the build server
+    - ssh -t ci-user@openflexure.bath.ac.uk "/var/www/build/update-latest.py"
+    
+  only:
+    - stable