diff --git a/run_in_docker.sh b/run_in_docker.sh
index 623779ca1..b3bdd4988 100755
--- a/run_in_docker.sh
+++ b/run_in_docker.sh
@@ -15,15 +15,19 @@
 #!/bin/bash
 set -e
 
-if [ $# -ne 3 ];
-    then echo "Usage: run_in_docker.sh <path to Dockerfile> <context directory> <image tag>"
-    exit 1
+if [ $# -lt 3 ];
+    then echo "Usage: run_in_docker.sh <path to Dockerfile> <context directory> <image tag> <cache>"
 fi
 
 dockerfile=$1
 context=$2
 destination=$3
 
+cache="false"
+if [[ ! -z "$4" ]]; then
+    cache=$4
+fi
+
 if [[ ! -e $HOME/.config/gcloud/application_default_credentials.json ]]; then
     echo "Application Default Credentials do not exist. Run [gcloud auth application-default login] to configure them"
     exit 1
@@ -33,4 +37,6 @@ docker run \
     -v $HOME/.config/gcloud:/root/.config/gcloud \
     -v ${context}:/workspace \
     gcr.io/kaniko-project/executor:latest \
-    --dockerfile ${dockerfile} --destination ${destination} --context dir:///workspace/
+    --dockerfile ${dockerfile} --destination ${destination} --context dir:///workspace/ \
+    --cache=${cache}
+