diff --git a/.gitea/workflows/deploy.yaml b/.gitea/workflows/deploy.yaml
index 807400e..451ff80 100644
--- a/.gitea/workflows/deploy.yaml
+++ b/.gitea/workflows/deploy.yaml
@@ -1,54 +1,14 @@
-name: Build Notes Site
-
-on:
-  push:
-    branches: [ main ]
-
 jobs:
   build:
     runs-on: ubuntu-latest
     container:
-      image: node:20-bookworm
+      image: python:3.13-slim
+
     steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
+      - uses: actions/checkout@v4
 
-      - name: Install Docker CLI
-        run: |
-          apt-get update
-          apt-get install -y ca-certificates curl gnupg
-          install -m 0755 -d /etc/apt/keyrings
-          curl -fsSL https://download.docker.com/linux/debian/gpg | \
-            gpg --dearmor -o /etc/apt/keyrings/docker.gpg
-          chmod a+r /etc/apt/keyrings/docker.gpg
+      - name: Install mkdocs
+        run: pip install -r ci/mkdocs/requirements.txt
 
-          echo \
-            "deb [arch=$(dpkg --print-architecture) \
-            signed-by=/etc/apt/keyrings/docker.gpg] \
-            https://download.docker.com/linux/debian \
-            bookworm stable" | \
-            tee /etc/apt/sources.list.d/docker.list > /dev/null
-
-          apt-get update
-          apt-get install -y docker-ce-cli
-
-      - name: Build docker image
-        run: |
-          docker build -t mkdocs-builder -f ci/mkdocs/Dockerfile ci/mkdocs
-
-      - name: Debug workspace
-        run: |
-          echo "PWD:"
-          pwd
-          echo "Workspace:"
-          echo "${{ github.workspace }}"
-          ls -la "${{ github.workspace }}"
-
-      - name: Build MKDocs output into shared volume
-        run: |
-          docker run --rm \
-            -v "${{ github.workspace }}:/work" \
-            -w /work \
-            -v notes_public:/public \
-            mkdocs-builder \
-            mkdocs build --clean --site-dir /public
+      - name: Build site
+        run: mkdocs build --clean --site-dir /public