diff --git a/docs/build.sh b/docs/build.sh
index b39a0539a6..0af3289655 100755
--- a/docs/build.sh
+++ b/docs/build.sh
@@ -1,10 +1,25 @@
 #!/bin/sh
 
-# This builds docs using docusaurus.
 COMMIT=$(git rev-parse HEAD)
-echo "building docusaurus main docs"
-(git clean -fdx && git reset --hard && git checkout $COMMIT)
-npm ci && npm run build
-mv build ~/output
-echo "done building docusaurus main docs"
-# echo $DOCS_DOMAIN > ~/output/CNAME
+for version in $(jq -r .[] versions.json); do
+    echo "Building docusaurus $version docs ..."
+    git checkout $version
+    npm cache clean --force && npm install && npm run docusaurus docs:version $version
+
+    # versions.json / package-lock.json, get mangled by Docusarus causing problems
+    rm versions.json package-lock.json
+done
+
+# Rebuild main/commit level docs
+echo "Building docusaurus main docs ..."
+
+rm package-lock.json
+git checkout $COMMIT 
+
+# Move figures over
+cp -R figures ./versioned_docs/
+
+# Actual build
+npm install && npm run build
+
+echo "Finished building docs ... "
\ No newline at end of file
diff --git a/docs/docusaurus.config.js b/docs/docusaurus.config.js
index 46a3678310..5b3cf290d9 100644
--- a/docs/docusaurus.config.js
+++ b/docs/docusaurus.config.js
@@ -87,7 +87,7 @@ const config = {
           {
             type: "docsVersionDropdown",
             position: "left",
-            dropdownActiveClassDisabled: true,
+            dropdownActiveClassDisabled: false,
           },
         ],
       },
diff --git a/docs/versions.json b/docs/versions.json
new file mode 100644
index 0000000000..033dbd0bdd
--- /dev/null
+++ b/docs/versions.json
@@ -0,0 +1,5 @@
+[
+    "v3.1.0",
+    "v2.2.0-provider-lsm",
+    "v2.1.0-provider-lsm"
+]
\ No newline at end of file