diff --git a/.github/workflows/build_docs.yml b/.github/workflows/build_docs.yml
new file mode 100644
index 0000000..7d52cc7
--- /dev/null
+++ b/.github/workflows/build_docs.yml
@@ -0,0 +1,40 @@
+name: build_docs.yml
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    types: [ opened, synchronize ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v4
+      - name: Setup Pixi
+        uses: prefix-dev/setup-pixi@v0.8.9
+        with:
+          pixi-version: v0.48.1
+      - name: Install DejaVu fonts
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y fonts-dejavu
+          fc-cache -fv
+      - name: Build PDF
+        run: pixi run test build
+      - name: Upload PDF artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: aousd_doc_build
+          path: tests/build/aousd_doc_build.pdf
+      - name: Upload DOCX artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: aousd_doc_build-docx
+          path: tests/build/aousd_doc_build.docx
+      - name: Upload HTML artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: aousd_doc_build-html
+          path: tests/build/aousd_doc_build.html
\ No newline at end of file
diff --git a/README.md b/README.md
index a38005d..3d1ccfd 100644
--- a/README.md
+++ b/README.md
@@ -34,7 +34,7 @@ description = "Build scripts for my WG spec"
 requires-python = ">= 3.10"
 dependencies = []
 
-[tool.pixi.project]
+[tool.pixi.workspace]
 channels = [ "conda-forge" ]
 platforms = ["win-64", "linux-64", "osx-64", "osx-arm64"]
 preview = ["pixi-build"]
@@ -105,4 +105,55 @@ methods and may or may not work.
 
 ### Dependencies
 
-Dependencies are automatically installed by [pixi](https://pixi.sh), and should work on macOS/Linux/Windows.
\ No newline at end of file
+Dependencies are automatically installed by [pixi](https://pixi.sh), and should work on macOS/Linux/Windows.
+
+### Setting Up CI
+
+To automate CI in your specifications repo, add the following at `.github/workflows/build_docs.yml`
+
+But replace `<DOCUMENT_NAME>` with your documents output name
+
+```yaml
+name: build_docs.yml
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    types: [ opened, synchronize ]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v4
+      - name: Setup Pixi
+        uses: prefix-dev/setup-pixi@v0.8.9
+        with:
+          pixi-version: v0.48.1
+      - name: Install DejaVu fonts
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y fonts-dejavu
+          fc-cache -fv
+      - name: Build PDF
+        run: pixi run main build
+      - name: Upload PDF artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: <DOCUMENT_NAME>
+          path: build/<DOCUMENT_NAME>.pdf
+      - name: Upload DOCX artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: <DOCUMENT_NAME>-docx
+          path: build/<DOCUMENT_NAME>.docx
+      - name: Upload HTML artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: <DOCUMENT_NAME>-html
+          path: build/<DOCUMENT_NAME>.html
+```
+
+This will run on every PR update and upload the artifacts for you to download
\ No newline at end of file
diff --git a/doc_build/template/default.latex b/doc_build/template/default.latex
index 1801a54..2d18ac9 100644
--- a/doc_build/template/default.latex
+++ b/doc_build/template/default.latex
@@ -17,6 +17,16 @@ $endif$
 $if(geometry)$
 \usepackage[$for(geometry)$$geometry$$sep$,$endfor$]{geometry}
 $endif$
+% Start Disallow diagram floating
+\usepackage{float}
+\let\origfigure\figure
+\let\endorigfigure\endfigure
+\renewenvironment{figure}[1][2] {
+    \expandafter\origfigure\expandafter[H]
+} {
+    \endorigfigure
+}
+% End Disallow diagram floating
 \usepackage{amsmath,amssymb}
 $--
 $-- section numbering
diff --git a/pyproject.toml b/pyproject.toml
index 17a1ca8..2a82bda 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -40,4 +40,4 @@ librsvg = "*"
 tectonic = "*"
 
 [tool.pixi.package.build]
-backend = { name = "pixi-build-python", version = "0.1.*" }
+backend = { name = "pixi-build-python", version = "0.4.*" }