diff --git a/ci_scripts/push_doc.sh b/ci_scripts/push_doc.sh
index 92595f80fe..3fa944b64a 100644
--- a/ci_scripts/push_doc.sh
+++ b/ci_scripts/push_doc.sh
@@ -4,45 +4,39 @@
 # The behavior of the script is controlled by environment variable defined
 # in the circle.yml in the top level folder of the project.
 
-MSG="Pushing the docs for revision for branch: $CIRCLE_BRANCH, commit $CIRCLE_SHA1"
+if [ ! -z "$1" ]
+    then DOC_FOLDER=$1
+fi
+
+MSG="Pushing the docs for revision for branch: $CIRCLE_BRANCH, commit $CIRCLE_SHA1, folder: $DOC_FOLDER"
 
 cd $HOME
-# Copy the build docs to a temporary folder
-rm -rf tmp
-mkdir tmp
-cp -R $HOME/$DOC_REPO/doc/build/html/* ./tmp/
 
 # Clone the docs repo if it isnt already there
 if [ ! -d $DOC_REPO ];
     then git clone "git@github.com:$USERNAME/"$DOC_REPO".git";
 fi
 
+# Copy the build docs to a temporary folder
+rm -rf tmp
+mkdir tmp
+cp -R $HOME/$DOC_REPO/doc/build/html/* ./tmp/
+
 cd $DOC_REPO
 git branch gh-pages
 git checkout -f gh-pages
 git reset --hard origin/gh-pages
 git clean -dfx
-
-for name in $(ls -A $HOME/$DOC_REPO); do
-    case $name in
-        .nojekyll) # So that github does not build this as a Jekyll website.
-        ;;
-        circle.yml) # Config so that build gh-pages branch.
-        ;;
-        *)
-        git rm -rf $name
-        ;;
-    esac
-done
+git rm -rf $HOME/$DOC_REPO/$DOC_FOLDER && rm -rf $HOME/$DOC_REPO/$DOC_FOLDER
 
 # Copy the new build docs
-mkdir $DOC_URL
-cp -R $HOME/tmp/* ./$DOC_URL/
+mkdir $DOC_FOLDER
+cp -R $HOME/tmp/* ./$DOC_FOLDER/
 
 git config --global user.email $EMAIL
 git config --global user.name $USERNAME
-git add -f ./$DOC_URL/
+git add -f ./$DOC_FOLDER/
 git commit -m "$MSG"
 git push -f origin gh-pages
 
-echo $MSG 
+echo $MSG
\ No newline at end of file
diff --git a/circle.yml b/circle.yml
index 1d8d650b37..2ecd682cbd 100644
--- a/circle.yml
+++ b/circle.yml
@@ -44,10 +44,14 @@ test:
   override:
     - cat ~/log.txt && if grep -q "Traceback (most recent call last):" ~/log.txt; then false; else true; fi
 deployment:
-  push:
+  master:
+    branch: master
+    commands:
+      - bash ci_scripts/push_doc.sh 'stable'
+  development:
     branch: development
     commands:
-      - bash ci_scripts/push_doc.sh
+      - bash ci_scripts/push_doc.sh 'dev'
 general:
   # Open the doc to the API
   artifacts:
@@ -57,3 +61,4 @@ general:
   branches:
     only:
        - development
+       - master