diff --git a/.github/workflows/Docs.yml b/.github/workflows/Docs.yml
new file mode 100644
index 0000000..2d874e9
--- /dev/null
+++ b/.github/workflows/Docs.yml
@@ -0,0 +1,28 @@
+name: Documentation
+
+on:
+  push:
+    branches:
+      - master
+    tags: '*'
+  pull_request:
+  merge_group:
+    types: [checks_requested]
+
+concurrency:
+  # Skip intermediate builds: always.
+  # Cancel intermediate builds: only if it is a pull request build.
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ startsWith(github.ref, 'refs/pull/') }}
+
+permissions:
+  contents: write
+  pull-requests: read
+
+jobs:
+  docs:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Build and deploy Documenter.jl docs
+        uses: TuringLang/actions/DocsDocumenter@main
diff --git a/.github/workflows/DocsNav.yml b/.github/workflows/DocsNav.yml
new file mode 100644
index 0000000..9efd327
--- /dev/null
+++ b/.github/workflows/DocsNav.yml
@@ -0,0 +1,37 @@
+name: Rebuild docs with newest navbar
+
+on:
+  # 3:25 AM UTC every Sunday -- choose an uncommon time to avoid
+  # periods of heavy GitHub Actions usage
+  schedule:
+    - cron: '25 3 * * 0'
+  # Whenever needed
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+jobs:
+  update-navbar:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout gh-pages branch
+        uses: actions/checkout@v4
+        with:
+          ref: gh-pages
+
+      - name: Insert navbar
+        uses: TuringLang/actions/DocsNav@main
+        with:
+          doc-path: '.'
+
+      - name: Commit and push changes
+        run: |
+          if [[ -n $(git status -s) ]]; then
+            git add -A
+            git commit -m "Update navbar (automated)"
+            git push
+          else
+            echo "No changes to commit"
+          fi
diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml
deleted file mode 100644
index 904ab71..0000000
--- a/.github/workflows/documentation.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: Documentation
-
-on:
-  push:
-    branches:
-      - master
-    tags: '*'
-  pull_request:
-
-jobs:
-  build:
-    permissions:
-      contents: write
-      statuses: write
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      - uses: julia-actions/setup-julia@v1
-        with:
-          version: 1
-      - name: Install dependencies
-        run: julia --project=docs/ -e '
-              using Pkg; 
-              Pkg.develop(PackageSpec(path=pwd())); 
-              Pkg.instantiate()'
-      - name: Build and deploy
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: julia --project=docs/ docs/make.jl
-
diff --git a/docs/make.jl b/docs/make.jl
index a830a7c..4d72c30 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -6,8 +6,3 @@ using AdvancedMH
 # cp(joinpath(@__DIR__, "../README.md"), joinpath(@__DIR__, "src/index.md"))
 
 makedocs(sitename = "AdvancedMH", format = Documenter.HTML(), modules = [AdvancedMH], checkdocs = :exports)
-
-deploydocs(
-    repo = "github.com/TuringLang/AdvancedMH.jl.git",
-    push_preview = true, # allow PR to deploy
-)