diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index fd1c118..5c609ba 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -71,6 +71,9 @@ jobs:
           echo "BASE_URL=http://localhost:8000" >> $GITHUB_ENV
           echo "RESEND_API_KEY=resend_api_key" >> $GITHUB_ENV
 
+      - name: Setup Graphviz
+        uses: ts-graphviz/setup-graphviz@v2
+
       - name: Render and Publish
         run: uv run quarto publish gh-pages --no-prompt --no-browser
 
diff --git a/docs/installation.qmd b/docs/installation.qmd
index f983399..2505dd2 100644
--- a/docs/installation.qmd
+++ b/docs/installation.qmd
@@ -2,9 +2,9 @@
 title: "Installation"
 ---
 
-## Install all dependencies in a VSCode Dev Container
+## Install all development dependencies in a VSCode Dev Container
 
-If you use VSCode with Docker to develop in a container, the following VSCode Dev Container configuration will install all dependencies:
+If you use VSCode with Docker to develop in a container, the following VSCode Dev Container configuration will install all development dependencies:
 
 ``` json
 {