diff --git a/docker/nuke.sh b/docker/nuke.sh
new file mode 100755
index 00000000000000..859f51eacfe6ca
--- /dev/null
+++ b/docker/nuke.sh
@@ -0,0 +1,8 @@
+#!/bin/sh
+
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
+cd $DIR
+
+# Tear down and clean up all DataHub-related containers, volumes, and network
+docker-compose -p datahub down -v
+docker-compose rm -f -v
diff --git a/docs/debugging.md b/docs/debugging.md
index 2053d0db2610d7..380031781b72f1 100644
--- a/docs/debugging.md
+++ b/docs/debugging.md
@@ -185,15 +185,7 @@ docker exec -i mysql sh -c 'exec mysql datahub -udatahub -pdatahub' < docker/mys
 ```
 
 ## I've messed up my docker setup. How do I start from scratch?
-1. Delete *all* docker containers, including ones that are created outside of the quickstart guide.
+Run the following script to remove all the containers and volumes created during the quickstart tutorial. Note that you'll also lose all the data as a result.
 ```
-docker rm -f $(docker ps -aq)
-```
-2. Drop all DataHub's docker volumes.
-```
-docker volume rm -f $(docker volume ls -f name=datahub_  -q)
-```
-3. Delete DataHub's network
-```
-docker network rm datahub_network
+./docker/nuke.sh
 ```