diff --git a/doc/developer_notes.md b/doc/developer_notes.md
index 35ff1107b..cd2c73701 100644
--- a/doc/developer_notes.md
+++ b/doc/developer_notes.md
@@ -3,7 +3,9 @@
 Run `go mod` with:
 
 ```
+go mod tidy
 go mod vendor
+go mod verify
 ```
 
 ## Running with CNI's `docker-run.sh`
@@ -66,3 +68,14 @@ spec:
 EOF
 ```
 
+## Using the scale script  `/scripts/scale-test.sh`
+
+1. This will not work unless you have a running cluster 
+   A simple way to spin a cluster to use this with is by using 
+  ```
+  ./hack/e2e-setup-kind-cluster -n 3
+  ```
+2. This script leverages the `whereaboutsScaleNAD` and `scaleTestDeployment` yamls in /yamls
+3. To modify the number of pods spun by the script, change the replicas value in the `scaleTestDeployment` yaml
+
+
diff --git a/script/scale-test.sh b/script/scale-test.sh
new file mode 100755
index 000000000..a392fd98e
--- /dev/null
+++ b/script/scale-test.sh
@@ -0,0 +1,26 @@
+#!/bin/bash
+set -eo pipefail
+
+#An easy way to run this is to create a kind cluster using ./hack/e2e-setup-kind-cluster
+
+HERE="$(dirname "$(readlink --canonicalize ${BASH_SOURCE[0]})")"
+ROOT="$(readlink --canonicalize "$HERE/..")"
+WHEREABOUTSNAD="$ROOT/yamls/whereaboutsScaleNAD.yaml"
+SCALEDEPLOYMENT="$ROOT/yamls/scaleTestDeployment.yaml"
+
+#create the whereabouts nad
+oc apply -f "$WHEREABOUTSNAD"
+#start a timer to record how long the pods take to spin up
+start=$SECONDS
+#create the deployment (change the replicas feild in the scale-deployment yaml if you want to test a different number of pods)
+oc apply -f "$SCALEDEPLOYMENT"
+kubectl rollout status deploy/scale-deployment
+#wait for all pods to be deployed
+
+#Log the amount of time it took the pods to create
+createTime=$(( SECONDS - start ))
+echo Pod creation duration:"$createTime"
+
+#delete the deployment and track pod deletion timing
+oc delete deploy/scale-deployment
+
diff --git a/yamls/scaleTestDeployment.yaml b/yamls/scaleTestDeployment.yaml
new file mode 100644
index 000000000..0a00c17e4
--- /dev/null
+++ b/yamls/scaleTestDeployment.yaml
@@ -0,0 +1,25 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: scale-deployment
+  labels:
+    app: scale-deployment
+spec:
+  replicas: 10 #use this to modify the number of pods spun up by the scale-test script 
+  selector:
+    matchLabels:
+      app: scale-pod
+  template:
+    metadata:
+      annotations:
+        k8s.v1.cni.cncf.io/networks: whereabouts-scale
+      labels:
+        app: scale-pod
+    spec:
+      containers:
+      - name: scale
+        image: nicolaka/netshoot
+        command:
+          - sleep
+          - "3600"
+        imagePullPolicy: IfNotPresent
\ No newline at end of file
diff --git a/yamls/whereaboutsScaleNAD.yaml b/yamls/whereaboutsScaleNAD.yaml
new file mode 100644
index 000000000..8825e2cdd
--- /dev/null
+++ b/yamls/whereaboutsScaleNAD.yaml
@@ -0,0 +1,16 @@
+apiVersion: "k8s.cni.cncf.io/v1"
+kind: NetworkAttachmentDefinition
+metadata:
+  name: whereabouts-scale
+spec:
+  config: '{
+      "cniVersion": "0.3.0",
+      "name": "whereabouts-scale",
+      "type": "macvlan",
+      "master": "eth0",
+      "mode": "bridge",
+      "ipam": {
+        "type": "whereabouts",
+        "range": "192.168.2.225/24"
+      }
+    }'
\ No newline at end of file