diff --git a/.github/workflows/docs-build-push.yml b/.github/workflows/docs-build-push.yml
new file mode 100644
index 00000000..df705cb0
--- /dev/null
+++ b/.github/workflows/docs-build-push.yml
@@ -0,0 +1,37 @@
+name: Build and deploy docs (unit.nginx.org)
+on:
+  workflow_dispatch:
+    inputs:
+      environment:
+        description: 'Environment to deploy to'
+        required: true
+        default: 'preview'
+        type: choice
+        options:
+        - preview
+        - dev
+        - staging
+        - prod
+  pull_request:
+    branches:
+      - "*"
+
+permissions:
+  contents: read
+
+jobs:
+  call-docs-build-push:
+    uses: nginxinc/docs-actions/.github/workflows/docs-build-push.yml@main
+    permissions:
+      pull-requests: write # needed to write preview url comment to PR
+      contents: read
+    with:
+      production_url_path: ""
+      preview_url_path: "/previews/unit"
+      docs_source_path: "deploy"
+      docs_build_path: "."
+      doc_type: "sphinx"
+      environment: ${{inputs.environment}}
+    secrets:
+      AZURE_CREDENTIALS: ${{secrets.AZURE_CREDENTIALS_DOCS}}
+      AZURE_KEY_VAULT: ${{secrets.AZURE_KEY_VAULT_DOCS}}
diff --git a/README.md b/README.md
index 8771fb24..de0d579d 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,12 @@ pip install -r requirements.txt
 make serve
 ```
 
+Commits in any branch associated with a Pull Request, if made by a maintainer, will automatically deploy a preview site. A comment with a link to the preview will show up in the PR.
+
+## Deployment
+
+See the [`docs-actions` README](https://github.com/nginxinc/docs-actions/tree/main?tab=readme-ov-file#docs-actions).
+
 ## Contributing
 
 Pull requests are welcome. For major changes, please open an issue
diff --git a/netlify.toml b/netlify.toml
deleted file mode 100644
index 18d66255..00000000
--- a/netlify.toml
+++ /dev/null
@@ -1,22 +0,0 @@
-# Used by Netlify for redirects. Lines with status code 200 are proxied and
-# rewritten by Netlify.
-
-# From the previous nginx.conf
-[[redirects]]
-  from = "/integration"
-  to = "/howto/integration"
-  status = 301
-
-# The directory index is redirected to the new canonical location
-[[redirects]]
-  from = "/download"
-  to = "https://sources.nginx.org/unit/"
-  status = 301
-  headers = {X-From = "Netlify"}
-
-# To keep old download links alive, we proxy direct requests for specific files
-[[redirects]]
-  from = "/download/*"
-  to = "https://sources.nginx.org/unit/:splat"
-  status = 200
-  headers = {X-From = "Netlify"}