diff --git a/.github/workflows/deploy.yaml b/.github/workflows/deploy.yaml
index 0c75bba..9174c47 100644
--- a/.github/workflows/deploy.yaml
+++ b/.github/workflows/deploy.yaml
@@ -7,16 +7,34 @@ permissions:
 on: ["workflow_dispatch", "push"]
 jobs:
   deploy:
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
     runs-on: ubuntu-latest
-    steps: 
-    - name: Upload to pages branch
-      uses: fastai/workflows/quarto-ghp@master
-      with:
-        version: '3.11' 
-    - name: build
-      run: build.sh
-    - name: release upload
-      uses: softprops/action-gh-release@v1
-      if: startsWith(github.ref, 'refs/tags/')
-      with:
-        files: dist/*
\ No newline at end of file
+    steps:
+      - name: Setup Pages
+        uses: actions/configure-pages@v4
+      - name: Render Quarto Project
+        uses: quarto-dev/quarto-actions/render@v2
+        with:
+          path: nbs
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: "_docs"
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4
+  release:
+    if: startsWith(github.ref, 'refs/tags/')
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+      - name: build
+        run: build.sh
+      - name: release upload
+        uses: softprops/action-gh-release@v1
+        with:
+          files: "dist/*"
\ No newline at end of file
diff --git a/install.sh b/install.sh
index 604b03a..351d5cf 100755
--- a/install.sh
+++ b/install.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 # This is meant to be run to setup and prep for committing a release
-# use nbdev_bump_version to increment the version itself then rerun this to update README.md etc
+# use nbdev_bump_version to increment the version itself then rerun this to update README.md _docs etc
 pip install nbdev
 nbdev_install
 npx npm-check-updates -u # convenient way to freshen package.json on each release
@@ -8,7 +8,7 @@ npm install
 npm run build
 nbdev_clean
 nbdev_export
-nbdev_readme
-nbdev_install_hooks
 version=$(awk -F' = ' '/^version/{print $2}' settings.ini)
-sed -i '' "s/{{ version }}/$version/g" README.md
\ No newline at end of file
+echo "version: $version" > nbs/_variables.yml
+nbdev_readme
+quarto render nbs
\ No newline at end of file
diff --git a/nbdev_squ/api.py b/nbdev_squ/api.py
index 3c98192..37deb37 100644
--- a/nbdev_squ/api.py
+++ b/nbdev_squ/api.py
@@ -44,7 +44,7 @@ def abuseipdb(self):
         """
         Returns an abuseipdb client
         """
-        return AbuseIPDB(API_KEY=self.config.abuseipdb_api_key)
+        return AbuseIPDB(api_key=self.config.abuseipdb_api_key)
 
     @cached_property
     def jira(self):
diff --git a/nbs/01_api.ipynb b/nbs/01_api.ipynb
index c3435f9..e043e57 100644
--- a/nbs/01_api.ipynb
+++ b/nbs/01_api.ipynb
@@ -105,7 +105,7 @@
     "        \"\"\"\n",
     "        Returns an abuseipdb client\n",
     "        \"\"\"\n",
-    "        return AbuseIPDB(API_KEY=self.config.abuseipdb_api_key)\n",
+    "        return AbuseIPDB(api_key=self.config.abuseipdb_api_key)\n",
     "\n",
     "    @cached_property\n",
     "    def jira(self):\n",
diff --git a/nbs/_variables.yml b/nbs/_variables.yml
new file mode 100644
index 0000000..d0e6b09
--- /dev/null
+++ b/nbs/_variables.yml
@@ -0,0 +1 @@
+version: 1.3.2
diff --git a/nbs/index.ipynb b/nbs/index.ipynb
index c7a025e..0318abd 100644
--- a/nbs/index.ipynb
+++ b/nbs/index.ipynb
@@ -28,13 +28,13 @@
     "Below is how to install in a plain python 3.11+ environment\n",
     "\n",
     "```sh\n",
-    "https://github.com/wagov/nbdev-squ/releases/download/v{{ version }}/nbdev_squ-{{ version }}-py3-none-any.whl\n",
+    "https://github.com/wagov/nbdev-squ/releases/download/v{{< var version >}}/nbdev_squ-{{< var version >}}-py3-none-any.whl\n",
     "```\n",
     "\n",
     "The installation can also be run in a notebook (we tend to use [JupyterLab Desktop](https://github.com/jupyterlab/jupyterlab-desktop) for local dev). The `SQU_CONFIG` env var indicates to nbdev_squ it should load the json secret *squconfig-`my_keyvault_tenantid`* from the `my_kevault_name` keyvault.\n",
     "\n",
     "```python\n",
-    "%pip install https://github.com/wagov/nbdev-squ/releases/download/v{{ version }}/nbdev_squ-{{ version }}-py3-none-any.whl\n",
+    "%pip install https://github.com/wagov/nbdev-squ/releases/download/v{{< var version >}}/nbdev_squ-{{< var version >}}-py3-none-any.whl\n",
     "import os; os.environ[\"SQU_CONFIG\"] = \"{{ my_keyvault_name }}/{{ my_keyvault_tenantid }}\" \n",
     "\n",
     "from nbdev_squ import api\n",
@@ -201,9 +201,6 @@
    "display_name": "python3",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "name": ""
   }
  },
  "nbformat": 4,
diff --git a/nbs/sidebar.yml b/nbs/sidebar.yml
index 2a6a61f..59764f5 100644
--- a/nbs/sidebar.yml
+++ b/nbs/sidebar.yml
@@ -3,4 +3,4 @@ website:
     contents:
       - index.ipynb
       - 00_core.ipynb
-      - 01_api.ipynb
\ No newline at end of file
+      - 01_api.ipynb