diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 61a660f..c27ed4e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -39,14 +39,21 @@ build-book:
   before_script:
     - docker info
   script:
-    - docker build -t $TAG_LATEST
+    - docker build -t $TAG_LATEST .
     - docker push $TAG_LATEST
+    - docker image prune -f
 
 deploy-book:
   stage: deploy
   image: docker
   rules:
     - if: $CI_COMMIT_BRANCH == "publish" && $CI_PIPELINE_SOURCE == "push"
+  before_script:
+    - docker info
+    - docker stop $CI_PROJECT_NAME || exit_code=$?
+    - if [ $exit_code -ne 0 ]; then echo "Container $CI_PROJECT_NAME not found, cannot stop"; else docker rm $CI_PROJECT_NAME; fi
   script:
-    - docker compose -f /etc/web_server/docker-compose.yml pull
-    - docker compose -f /etc/web_server/docker-compose.yml up -d --no-deps manual
\ No newline at end of file
+    - docker run -d --restart always -p 8000:8000 --name $CI_PROJECT_NAME $TAG_LATEST
+  environment:
+    name: production
+    url: https://interactivetextbooks.citg.tudelft.nl/$CI_PROJECT_NAME
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 65563bf..3e837c6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,4 +5,4 @@ RUN apt-get update && apt-get -y install git gcc
 COPY requirements.txt requirements.txt
 RUN pip install -r requirements.txt
 RUN jupyter book build .
-ENTRYPOINT [ "python", "-m", "http.server", "8000", "--directory", "_build/html" ]
\ No newline at end of file
+ENTRYPOINT [ "python", "-m", "http.server", "8000", "--directory", "/book/_build/html" ]
\ No newline at end of file
diff --git a/README.md b/README.md
index fae783b..f7d9577 100644
--- a/README.md
+++ b/README.md
@@ -5,4 +5,3 @@ A short introduction to Git, VSCode and Jupyter Books for teachers and TA's. Cur
 ## Contributing
 
 Feedback is always welcome. If something doesn't work, or if you have suggestions, you can always make an issue on the Issue Board or make a Merge Request. 
-