diff --git a/.github/workflows/update-pdfs-on-develop.yml b/.github/workflows/update-pdfs-on-develop.yml
index 2a62393007f..b6ea601dd9e 100644
--- a/.github/workflows/update-pdfs-on-develop.yml
+++ b/.github/workflows/update-pdfs-on-develop.yml
@@ -32,7 +32,7 @@ jobs:
         sudo apt-get install ./wkhtmltopdf.deb
 
     - name: Build all pdfs
-      run: npm run build-all-pdfs
+      run: npm run build-all-pdfs-ci
 
     - run: git status
     - run: git pull
diff --git a/package.json b/package.json
index 5bfb9fb440a..928bf142fd1 100644
--- a/package.json
+++ b/package.json
@@ -15,8 +15,9 @@
     "build": "gatsby build --prefix-paths",
     "serve-build": "gatsby serve --prefix-paths",
     "update-icons": "git submodule update --init --remote && node scripts/createIconTypes.js && node scripts/createIconNames.js",
-    "build-pdf": "python3 scripts/pdf/generate_pdf.py",
-    "build-all-pdfs": "for i in product_docs/docs/**/*/ ; do echo \"$i\"; python3 scripts/pdf/generate_pdf.py ${i%} || exit 1; done",
+    "build-pdf": "docker-compose -f docker/docker-compose.build-pdf.yaml run --rm --entrypoint scripts/pdf/generate_pdf.py pdf-builder",
+    "build-all-pdfs": "for i in product_docs/docs/**/*/ ; do echo \"$i\"; yarn build-pdf ${i%} || exit 1; done",
+    "build-all-pdfs-ci": "for i in product_docs/docs/**/*/ ; do echo \"$i\"; python3 scripts/pdf/generate_pdf.py ${i%} || exit 1; done",
     "fix-mtimes": "python3 scripts/source/git-restore-mtime.py",
     "count": "find product_docs/docs/ advocacy_docs/ external_sources/ -name '*.mdx' | wc -l",
     "heroku-postbuild": "gatsby build",