diff --git a/src/examples/issue_classification_user_journey.ipynb b/src/examples/issue_classification_user_journey.ipynb
index 47174d979..e011c0708 100644
--- a/src/examples/issue_classification_user_journey.ipynb
+++ b/src/examples/issue_classification_user_journey.ipynb
@@ -756,7 +756,21 @@
     "\n",
     "### Docker\n",
     "\n",
-    "poetry export --without-hashes --format=requirements.txt > requirements.txt\n"
+    "Write dockerfile that will create a new docker container with the FastAPI program.\n",
+    "We assume, your github token for the Intelligence Layer is exported to the `GITHUB_TOKEN` environmental variable. \n",
+    "Build the docker container with [`GITHUB_TOKEN=$GITHUB_TOKEN `]\n",
+    "```shell\n",
+    "docker build . -t classification-service:local -f Dockerfile --secret id=GITHUB_TOKEN\n",
+    "```\n",
+    "Run the docker container and \n",
+    "```shell\n",
+    "docker run -p 8000:80 classification-service:local;2D                                                           \n",
+    "```\n",
+    "\n",
+    "poetry export --without-hashes --format=requirements.txt > requirements.txt\n",
+    "\n",
+    "### Kubernetes\n",
+    "\n"
    ]
   }
  ],
diff --git a/src/examples/issue_classification_user_journey/Dockerfile b/src/examples/issue_classification_user_journey/Dockerfile
index ce2449d44..b5ae130b1 100644
--- a/src/examples/issue_classification_user_journey/Dockerfile
+++ b/src/examples/issue_classification_user_journey/Dockerfile
@@ -27,4 +27,5 @@ COPY --from=builder /app /app
 COPY main.py /app/main.py
 
 ENV PATH="/app/venv/bin:$PATH"
-ENTRYPOINT [ "uvicorn", "--host", "0.0.0.0", "--port", "80", "app.main:app" ]
+WORKDIR /app
+ENTRYPOINT [ "hypercorn", "main:app", "--bind", "0.0.0.0:80", "--access-logfile", "-", "--access-logformat", "%(h)s %(l)s %(l)s %(t)s \"%(r)s\" %(s)s %(b)s %(L)s \"%(f)s\" \"%(a)s\""]
diff --git a/src/examples/issue_classification_user_journey/classification_deployment.yaml b/src/examples/issue_classification_user_journey/classification_deployment.yaml
new file mode 100644
index 000000000..47b235a71
--- /dev/null
+++ b/src/examples/issue_classification_user_journey/classification_deployment.yaml
@@ -0,0 +1,23 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: banana
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: banana
+  template:
+    metadata:
+      labels:
+        app: banana
+    spec:
+      containers:
+      - env:
+        - name: AA_TOKEN
+          valueFrom:
+            secretKeyRef:
+              key: AA_TOKEN
+              name: aa-token
+        image: classification-service:local
+        name: banana
diff --git a/src/examples/issue_classification_user_journey/requirements.txt b/src/examples/issue_classification_user_journey/requirements.txt
index 00f5ff0d3..6c27f5a4d 100644
Binary files a/src/examples/issue_classification_user_journey/requirements.txt and b/src/examples/issue_classification_user_journey/requirements.txt differ