diff --git a/tutorials/katacoda/thanos/4-receiver-agent/assets/batmobile.jpg b/tutorials/katacoda/thanos/4-receiver-agent/assets/batmobile.jpg
new file mode 100644
index 0000000000..4b3cae1c4f
Binary files /dev/null and b/tutorials/katacoda/thanos/4-receiver-agent/assets/batmobile.jpg differ
diff --git a/tutorials/katacoda/thanos/4-receiver-agent/courseBase.sh b/tutorials/katacoda/thanos/4-receiver-agent/courseBase.sh
index f9d5f65609..3726fe82e3 100644
--- a/tutorials/katacoda/thanos/4-receiver-agent/courseBase.sh
+++ b/tutorials/katacoda/thanos/4-receiver-agent/courseBase.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-docker pull quay.io/bwplotka/prometheus:agent1
+docker pull quay.io/prometheus/prometheus:v2.32.0-beta.0
 docker pull quay.io/thanos/thanos:v0.21.0
 
 mkdir /root/editor
diff --git a/tutorials/katacoda/thanos/4-receiver-agent/finish.md b/tutorials/katacoda/thanos/4-receiver-agent/finish.md
index 2514410157..7c0f12261f 100644
--- a/tutorials/katacoda/thanos/4-receiver-agent/finish.md
+++ b/tutorials/katacoda/thanos/4-receiver-agent/finish.md
@@ -1,6 +1,11 @@
 # Summary
 
 Congratulations! 🎉🎉🎉
+
+`Batmobile` is now well-monitored! Batman says thank you!
+
+![batman](./assets/batmobile.jpg)
+
 You completed this Prometheus Agent tutorial. Let's summarize what we learned:
 
 * Thanos Receive is a component that implements the `Prometheus Remote Write` protocol.
@@ -11,7 +16,7 @@ See next courses for other tutorials about different deployment models and more
 
 ## Further Reading
 
-TBD
+* [Prometheus Blog Post](https://prometheus.io/blog/2021/11/16/agent/)
 
 ### Feedback
 
diff --git a/tutorials/katacoda/thanos/4-receiver-agent/step2.md b/tutorials/katacoda/thanos/4-receiver-agent/step2.md
index 1c860ec367..2ba7b9b8ae 100644
--- a/tutorials/katacoda/thanos/4-receiver-agent/step2.md
+++ b/tutorials/katacoda/thanos/4-receiver-agent/step2.md
@@ -51,10 +51,10 @@ docker run -d --net=host --rm \
 -v /root/prom-batmobile-data:/prometheus \
 -u root \
 --name prom-agent-batmobile \
-quay.io/bwplotka/prometheus:agent1 \
---agent \
+quay.io/prometheus/prometheus:v2.32.0-beta.0 \
+--enable-feature=agent \
 --config.file=/etc/prometheus/prometheus.yaml \
---storage.tsdb.path=/prometheus \
+--storage.agent.path=/prometheus \
 --web.listen-address=:9090
 ```{{execute}}
 
@@ -90,10 +90,10 @@ docker run -d --net=host --rm \
 -v /root/prom-batcopter-data:/prometheus \
 -u root \
 --name prom-agent-batcopter \
-quay.io/bwplotka/prometheus:agent1 \
---agent \
+quay.io/prometheus/prometheus:v2.32.0-beta.0 \
+--enable-feature=agent \
 --config.file=/etc/prometheus/prometheus.yaml \
---storage.tsdb.path=/prometheus \
+--storage.agent.path=/prometheus \
 --web.listen-address=:9091
 ```{{execute}}