diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 109c7ae..ecc06a1 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -15,6 +15,7 @@ on:
   push:
     branches:
       - master
+      - feat-notebook-restart
 
 # Environment variables available to all jobs and steps in this workflow
 env:
diff --git a/notebook-restart/Dockerfile b/notebook-restart/Dockerfile
new file mode 100644
index 0000000..652a7cb
--- /dev/null
+++ b/notebook-restart/Dockerfile
@@ -0,0 +1,65 @@
+FROM ubuntu:20.04
+
+USER root
+
+ARG NOTROOTUSER="jovyan"
+ARG NB_UID="1000"
+ARG NB_GID="100"
+WORKDIR /home/$NOTROOTUSER
+ENV GOPATH=/home/jovyan/go
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+      'jq' \
+      'curl' \
+      'ca-certificates' \
+      'git'
+
+# Install kubectl
+ARG KUBECTL_VERSION=v1.23.0
+ARG KUBECTL_URL=https://dl.k8s.io/release/${KUBECTL_VERSION}/bin/linux/amd64/kubectl
+ARG KUBECTL_SHA=2d0f5ba6faa787878b642c151ccb2c3390ce4c1e6c8e2b59568b3869ba407c4f
+
+RUN curl -LO "${KUBECTL_URL}" \
+    && echo "${KUBECTL_SHA} kubectl" | sha256sum -c - \
+    && chmod +x ./kubectl \
+    && mv ./kubectl /usr/local/bin/kubectl
+
+# Operate in non root
+RUN useradd $NOTROOTUSER
+ENV NOTROOTUSER="${NOTROOTUSER}" \
+    NB_UID=${NB_UID} \
+    NB_GID=${NB_GID}
+
+#Install GO, this, crane, and expect are likely uneeded at the moment
+#ARG GO_VERSION=1.16.7
+#ARG GO_SHA=7fe7a73f55ba3e2285da36f8b085e5c0159e9564ef5f63ee0ed6b818ade8ef04
+#ARG CRANE_VERSION=v0.8.0
+
+#RUN curl -OL https://golang.org/dl/go$GO_VERSION.linux-amd64.tar.gz \
+#    && echo "${GO_SHA} go$GO_VERSION.linux-amd64.tar.gz" | sha256sum -c - \
+#    && tar -C /usr/local -xvf go$GO_VERSION.linux-amd64.tar.gz
+#ENV PATH $PATH:/usr/local/go/bin:$GOPATH/bin
+
+#Install Crane
+#RUN go install github.com/google/go-containerregistry/cmd/crane@$CRANE_VERSION
+
+#Copy over scripts
+COPY scripts /home/$NOTROOTUSER 
+RUN chmod -R 755 /home/$NOTROOTUSER
+COPY scripts-input /home/$NOTROOTUSER 
+RUN chown -R $NOTROOTUSER /home/$NOTROOTUSER
+# COPY --chmod=0755 scripts /home/$NOTROOTUSER # this needs buildkit
+
+# Install Azure CLI
+RUN curl -sL https://aka.ms/InstallAzureCLIDeb | bash
+
+#ENV DEBIAN_FRONTEND=noninteractive
+#RUN apt-get update && \
+#    apt-get install -y --no-install-recommends \
+#    'expect' \
+#    'nano'
+USER $NOTROOTUSER
+
+# docker run -it --rm --entrypoint /bin/bash test
+CMD ["./0-the-co-ordinate.sh"]
diff --git a/notebook-restart/README.md b/notebook-restart/README.md
new file mode 100644
index 0000000..fc546f5
--- /dev/null
+++ b/notebook-restart/README.md
@@ -0,0 +1,40 @@
+# patch-notebook-sts
+https://github.com/StatCan/daaas/issues/957
+
+### IMPORTANT MAKE SURE THAT THE INPUT FILES HAVE THE LF ENDING AND NOT CRLF ENDING PLEASE 
+
+This will be in a cronjob
+
+Maybe give the whole thing an argument say we can specify, "look for these tags" or something.
+^ might not be necessary on the assumption that everyone is on a v1 tag or some other long lived tag.
+^ that or if they for whatever reason are not on a long lived tag then in that case we go and update to one.
+
+## Pre-requisites
+1) We need all our aaw-kubeflow-container images being used to be updated to use the long-lived tag `v1`
+2) We need the `imagePullPolicy` to be changed to `Always` for all notebook pods.
+
+
+## Requirements
+Must be ran with `execute` in the arguments for it to not do a dry run
+
+## General Flow of it all
+### Step 1 Get the list of notebook statefulsets and their digest
+Using `kubectl` get a list of notebook statefulsets and their digests. This will be a file
+with each line being valid json for easy comprehension. The line will look like this for example
+
+```{"stsName":"othernotebook","image":{"containerID":"containerd://8324ffc23ab255fc1afbff9c7b0005c2ec024c5dcbeefa2b5a5f46807e1915f9","image":"k8scc01covidacr.azurecr.io/rstudio:c5b7982c","imageID":"k8scc01covidacr.azurecr.io/rstudio@sha256:b4465e2f5a92ee0505d01401516d9ba6e8084801700177f4ecad62be8fe23d9a","lastState":{},"name":"othernotebook","ready":true,"restartCount":0,"started":true,"state":{"running":{"startedAt":"2022-06-16T11:24:04Z"}}}}```
+
+### Step 2 Retrieve the digest of the "latest" long-lived tag of the AAW-provisioned images
+*IMPORTANT* This must be called with an argument of the long-lived tag. For example with `v1`
+In this current case it will be `v1`. We will use either the AZ cli or the JFROG Rest API to retrieve this.
+The `v1` tag itself is long-lived and gets overwritten with each push to the aaw-kubeflow-containers `master` branch.
+This `digest` which corresponds to the `imageID` from above is how we will know if a users `statefulset` has to be restarted. If it does not match then it has to be restarted
+
+
+### Step 3 Compare the outputs of Step 1 and Step 2
+We reduce the list `1-simple-output.txt` first by using the `2-images-with-tags.txt` to only _keep_ the images from `1-simple-output.txt` that contain that image and the tag. This is helpful for when we have multiple tags
+say `v1` and `v2`, both of which we want to update.
+
+
+### Step 4 Execute rolling restarts of the statefulsets from Step 3
+Go line by line and kubectl restart them
diff --git a/notebook-restart/scripts-input/0-list-of-tags.txt b/notebook-restart/scripts-input/0-list-of-tags.txt
new file mode 100644
index 0000000..626799f
--- /dev/null
+++ b/notebook-restart/scripts-input/0-list-of-tags.txt
@@ -0,0 +1 @@
+v1
diff --git a/notebook-restart/scripts-input/1-aaw-images.txt b/notebook-restart/scripts-input/1-aaw-images.txt
new file mode 100644
index 0000000..38f7f85
--- /dev/null
+++ b/notebook-restart/scripts-input/1-aaw-images.txt
@@ -0,0 +1,5 @@
+k8scc01covidacr.azurecr.io/rstudio
+k8scc01covidacr.azurecr.io/jupyterlab-cpu
+k8scc01covidacr.azurecr.io/jupyterlab-tensorflow
+k8scc01covidacr.azurecr.io/jupyterlab-pytorch
+k8scc01covidacr.azurecr.io/remote-desktop
diff --git a/notebook-restart/scripts-input/README.md b/notebook-restart/scripts-input/README.md
new file mode 100644
index 0000000..8b593c8
--- /dev/null
+++ b/notebook-restart/scripts-input/README.md
@@ -0,0 +1,39 @@
+This folder contains all the necessary scripts, as well as any necessary input text files for this to run.
+
+
+## Required Input .txt files
+### Note that a `newline` is _required_ at the end of each text file.
+They must also be `LF` files as `CRLF` has ruined me in the past
+
+### 0-list-of-tags.txt
+A file containing the tags we want to check for 
+They must be newline separated and there _must be a newline at the end of the file_
+The co-ordinate will use this and loop through this.
+Example, if the file contents are
+```
+v1
+v2
+
+```
+Then the scripts will be ran for both `v1` and `v2` tags, meaning that both `v1` and `v2` tags will be checked for and if nececssary restarted.
+
+### 1-aaw-images.txt
+This is a file containing images we want to grep for and keep.
+They must be newline separated and there _must be a newline at the end of the file_
+This is used in combination with `0-list-of-tags.txt` to generate the full name of the registry + repository + tag.
+Example File
+```
+k8scc01covidacr.azurecr.io/rstudio
+k8scc01covidacr.azurecr.io/jupyterlab-cpu
+k8scc01covidacr.azurecr.io/jupyterlab-tensorflow
+k8scc01covidacr.azurecr.io/jupyterlab-pytorch
+k8scc01covidacr.azurecr.io/remote-desktop
+
+```
+
+## Generated Output .txt files
+
+### Note
+Some of these .txt files (notably the ones that are `>>`'d ) are `rm`'d at the beginning of each script.
+This is to prevent when we have multiple tags in `0-list-of-tags.txt` from whacky funky overlap.
+Naturally the `>` files are overwritten so those do not need to be `rm`'d
diff --git a/notebook-restart/scripts/0-the-co-ordinate.sh b/notebook-restart/scripts/0-the-co-ordinate.sh
new file mode 100755
index 0000000..dfde69d
--- /dev/null
+++ b/notebook-restart/scripts/0-the-co-ordinate.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+## This co-ordinates everything.
+# Possible idea is that if we want to check for multiple tags (say v1 and v2)
+# then we just put the entire thing in a loop (clean up at end of each loop).
+
+# This is a preventative measure against myself personally
+if [ -z $1 ]; then
+    echo "Must specify what you want to run with, either dry-run or execute"
+    echo "Nothing will happen kubectl run-wise without it"
+    exit 0
+fi
+
+echo "Starting..."
+echo "Taking the input file 0-list-of-tags.txt and using that to sort through"
+readarray -t tagsToRead < 0-list-of-tags.txt
+for i in "${tagsToRead[@]}"
+do
+    ./1-get-notebooks.sh
+    ./2-get-latest-manifest.sh $i
+    ./3-compare-live-to-recent.sh
+    ./4-rolling-restart.sh $1
+done
+
+echo "Ending..."
diff --git a/notebook-restart/scripts/1-get-notebooks.sh b/notebook-restart/scripts/1-get-notebooks.sh
new file mode 100644
index 0000000..a224ce1
--- /dev/null
+++ b/notebook-restart/scripts/1-get-notebooks.sh
@@ -0,0 +1,52 @@
+#!/bin/bash
+
+###############################################
+# Goal: Obtain a consumable list of entries that we can use to compare against the 
+# most recent "v1" tag with information necessary to restart the statefulset as well
+#####
+# Actions: kubectl to obtain a json valid line (by line) of images. The file in its entirety is not valid json each line
+# is valid json. 
+# Required Files: 1-aaw-images.txt, full image name of registry and repository.
+# This must be line separated and must contain a newline at the end
+## EXAMPLE
+#k8scc01covidacr.azurecr.io/rstudio
+#k8scc01covidacr.azurecr.io/jupyterlab-cpu
+## END EXAMPLE
+# Notes: You cannot simply use .status.containerStatuses[1] because it's not guaranteed
+# for the [1]th element to be the notebook.
+###############################################
+
+## CLEANUP (for when iterating through a list of tags)
+rm 1-simple-output.txt
+
+# Get a list of pods that have the label 'notebook-name' across all namespaces.
+
+# .items[] | {stsName: (.metadata.ownerReferences[].name), image: (.status.containerStatuses[])}
+# ^will give 3 entries per thing but it almost seems unavoidable.
+# I don't like the option of `.status.containerStatuses` because it is harder to remove what I don't need
+kubectl get pods -l 'notebook-name' -A -o json | 
+ jq -c '.items[] | select(.status.containerStatuses != null) | {stsName: (.metadata.ownerReferences[].name), namespace: (.metadata.namespace), image: (.status.containerStatuses[])}' > 1-full-list.txt
+
+# Using newline separated list of images, make a variable containing all the images we want to look out for
+# These images will ideally have long-lived tags
+readarray -t images < 1-aaw-images.txt
+unset list_to_grep_for
+for i in "${images[@]}"
+do
+   if [[ $i == ${images[-1]} ]]; then
+     list_to_grep_for+=$i
+   else 
+     list_to_grep_for+=${i}:'\'\|
+   fi 
+done
+
+grep $list_to_grep_for  1-full-list.txt > 1-pared-down-list.txt
+
+### Now we want to format this output into something easier to understand.
+# {stsName: .stsName, namespace: .namespace, image: .image.image, imageSHA: .image.imageID}
+# I do not think there is a good simple way of doing this in an earlier step
+# as the file itself is not valid json, only each line is.
+
+while IFS= read -r line; do
+    echo $line | jq -c '{stsName: .stsName, namespace: .namespace, image: .image.image, imageSHA: .image.imageID}' >> 1-simple-output.txt
+done < 1-pared-down-list.txt
diff --git a/notebook-restart/scripts/2-get-latest-manifest.sh b/notebook-restart/scripts/2-get-latest-manifest.sh
new file mode 100644
index 0000000..905e8ee
--- /dev/null
+++ b/notebook-restart/scripts/2-get-latest-manifest.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+
+###############################################
+# Goal: Obtain the 
+# "imageID":"k8scc01covidacr.azurecr.io/rstudio@sha256:b4465e2f5a92ee0505d01401516d9ba6e8084801700177f4ecad62be8fe23d9a"
+# of the current / most recently pushed tag (in our case v1). 
+#####
+# Actions: Pull the latest image digest from the acr
+###############################################
+
+
+#Cleanup files
+rm 2-registry-images-with-shas.txt
+rm 2-shas-to-remove.txt
+
+# Add the argument to the end of each file
+if [ -z "$1" ]; then
+    echo "No arguments provided will assume v1"
+    sed s/$/:v1/ 1-aaw-images.txt > 2-images-with-tags.txt
+    else
+    sed s/$/:${1}/ 1-aaw-images.txt > 2-images-with-tags.txt
+fi
+
+# IMPORTANT
+## IF I CHOOSE TO USE THE ACR. I will need to also format the images to become like
+# jupyterlab-cpu:v1 (aka no repository) as this works
+#  az acr repository show -n k8scc01covidacr --image jupyterlab-cpu:v1 but using 
+# k8scc01covidacr.azurecr.io/jupyterlab-cpu:v1 for --image will not.
+# Regardless if I use artifactory or acr, I will need to iterate through the 2-images-with-tags.txt file
+
+# Retrieve just the digest, as we can get images that share the "sha" meaning they do not need to be restarted.
+while IFS= read -r line; do
+    imageTag=${line#*/}
+    repository=${line%%/*}
+    imageSha=$(az acr repository show -n $repository --image $imageTag --username $ACR_READ_METADATA_USERNAME --password $ACR_READ_METADATA_PASSWORD | jq -r '.digest') 
+    echo $imageSha >> 2-shas-to-remove.txt
+done < 2-images-with-tags.txt
+
+# Other implementation Notes / possibilities (Using Artifactory)
+# In Artifactory Digest:sha256:95e1b3d264e67b417e6a2f3c6b64bb8a2b55d8e495fca1fd97a312135e2af6fa
+# Will need crane for this I think https://github.com/google/go-containerregistry/blob/main/cmd/crane/doc/crane.md
+# that or I use https://www.jfrog.com/confluence/display/JFROG/Artifactory+REST+API
+
+# IF USING ARTIFACTORY
+# We can use the `1-aaw-images.txt` and append a `:v1` to the end to check it.
+# If we truly want to be safe, we can _pull_ before we run queries to get it.
+# But with the automated scanning running each night, it should do that anyways.
+# Use JFrog (will need to do a pull to confirm it's the most recent version of `v1`)
+# ^ that may be an intermediary 2-A step, keep this as just querying Artifactory for the sha
\ No newline at end of file
diff --git a/notebook-restart/scripts/3-compare-live-to-recent.sh b/notebook-restart/scripts/3-compare-live-to-recent.sh
new file mode 100644
index 0000000..d28c5c9
--- /dev/null
+++ b/notebook-restart/scripts/3-compare-live-to-recent.sh
@@ -0,0 +1,40 @@
+#!/bin/bash
+
+###############################################
+# Use what is in 2-registry-images-with-shas.txt and narrow down the 
+# 1-simple-output.txt to only contain entries which 
+# A) The repository name (ex jupyterlab-cpu) matches the image name and
+# B) Do not MATCH what we have from 2-registry-images-with-shas in the sha category.
+
+#Cleanup make sure everything is clean
+rm 3-reduce-to-wanted-image-tags.txt
+
+# Now the way we match on the imageTag itself may change depending on if we use artifactory or the acr
+
+# Will have a separate job to migrate all workspaces to the long lived tag.
+# So we do a full match on the image tag, and then a negative match on the sha's that do not match.
+
+# Step 1 List 1
+# Reduce the list (1-simple-output.txt) by using what we have in 2-images-with-tags
+# Given the example of calling script `./2-xyz.sh v1` where we specify the tag of the image we want
+# We reduce the 1-simple-output.txt to a text file that only has those in 2-images-with-tags
+while IFS= read -r line; do
+    grep $line 1-simple-output.txt >> 3-reduce-to-wanted-image-tags.txt
+done < 2-images-with-tags.txt
+
+# Step 2 List 2 
+# Reduce the list (3-reduce-to-wanted-image-tags.txt) by iterating through the 
+# 2-registry-images-with-shas.txt and removing any sts that contain the EXACT sha256:...
+# Make a copy of the 3-reduce-to-wanted-images.txt can remove later, keeping it for testing
+cp 3-reduce-to-wanted-image-tags.txt 3-statefulsets-to-restart.txt 
+
+# 2-shas-to-remove is a list of shas that match up to the current long lived tag (ex v1)
+# And thus we do not want to restart these so we take them off the list.
+readarray -t shas < 2-shas-to-remove.txt 
+for i in "${shas[@]}"
+do
+   shaToRemove=$(echo $i | xargs)
+   sed -i "/$shaToRemove/d" 3-statefulsets-to-restart.txt
+done
+
+# Gist for for loop test https://gist.github.com/Jose-Matsuda/e0b339d115ad25b36b8b9f455dbacf02
diff --git a/notebook-restart/scripts/4-rolling-restart.sh b/notebook-restart/scripts/4-rolling-restart.sh
new file mode 100755
index 0000000..c0bfcbf
--- /dev/null
+++ b/notebook-restart/scripts/4-rolling-restart.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+
+###############################################
+# Goal: Perform a rolling restart using the entries in 3-statefulsets-to-restart.txt
+# The line should look something like (a one liner)
+# {"stsName":"othernotebook", "namespace": "jose-matsuda", "imageSHA":
+# "k8scc01covidacr.azurecr.io/rstudio@sha256:b4465e2f5a92ee0505d01401516d9ba6e8084801700177f4ecad62be8fe23d9a"}
+# It is also at this point which we could probably implement any "exclusions"
+# on any namespaces or statefulsets, but do not do that now.
+#kubectl rollout restart statefulset/$line -n blah
+
+# -r for raw, without it keeps the quotes, tested can confirm it works
+# This is a job so the sleep does not matter as much, half a second should be ok
+function dryrun() {
+  loopCounter=0
+  while IFS= read -r line; do
+    namespace=$(echo $line | jq -r '.namespace')
+    statefulsetname=$(echo $line | jq -r '.stsName')
+    if [ $loopCounter -eq 20 ]; then
+        echo "Triggered 20 restarts sleeping for 10 seconds"
+        sleep 10
+        loopCounter=0
+    fi
+    echo "kubectl rollout restart statefulset/$statefulsetname -n $namespace"
+    ((loopCounter=loopCounter+1))
+  done < 3-statefulsets-to-restart.txt
+}
+
+function execute() {
+  loopCounter=0
+  while IFS= read -r line; do
+    namespace=$(echo $line | jq -r '.namespace')
+    statefulsetname=$(echo $line | jq -r '.stsName')
+    if [ $loopCounter -eq 20 ]; then
+        echo "Triggered 20 restarts sleeping for 10 seconds"
+        sleep 10
+        loopCounter=0
+    fi
+    kubectl rollout restart statefulset/$statefulsetname -n $namespace
+    ((loopCounter=loopCounter+1))
+  done < 3-statefulsets-to-restart.txt
+}
+
+
+if [ $1 == "execute" ]; then
+  execute
+  else
+  dryrun
+fi
diff --git a/notebook-restart/scripts/README.md b/notebook-restart/scripts/README.md
new file mode 100644
index 0000000..c6fabc6
--- /dev/null
+++ b/notebook-restart/scripts/README.md
@@ -0,0 +1,21 @@
+## General Flow of it all
+### Step 1 Get the list of notebook statefulsets and their digest
+Using `kubectl` get a list of notebook statefulsets and their digests. This will be a file
+with each line being valid json for easy comprehension. The line will look like this for example
+
+```{"stsName":"othernotebook","image":{"containerID":"containerd://8324ffc23ab255fc1afbff9c7b0005c2ec024c5dcbeefa2b5a5f46807e1915f9","image":"k8scc01covidacr.azurecr.io/rstudio:c5b7982c","imageID":"k8scc01covidacr.azurecr.io/rstudio@sha256:b4465e2f5a92ee0505d01401516d9ba6e8084801700177f4ecad62be8fe23d9a","lastState":{},"name":"othernotebook","ready":true,"restartCount":0,"started":true,"state":{"running":{"startedAt":"2022-06-16T11:24:04Z"}}}}```
+
+### Step 2 Retrieve the digest of the "latest" long-lived tag of the AAW-provisioned images
+*IMPORTANT* This must be called with an argument of the long-lived tag. For example with `v1`
+In this current case it will be `v1`. We will use either the AZ cli or the JFROG Rest API to retrieve this.
+The `v1` tag itself is long-lived and gets overwritten with each push to the aaw-kubeflow-containers `master` branch.
+This `digest` which corresponds to the `imageID` from above is how we will know if a users `statefulset` has to be restarted. If it does not match then it has to be restarted
+
+
+### Step 3 Compare the outputs of Step 1 and Step 2
+We reduce the list `1-simple-output.txt` first by using the `2-images-with-tags.txt` to only _keep_ the images from `1-simple-output.txt` that contain that image and the tag. This is helpful for when we have multiple tags
+say `v1` and `v2`, both of which we want to update.
+
+
+### Step 4 Execute rolling restarts of the statefulsets from Step 3
+Go line by line and kubectl restart them