diff --git a/binderhub-azimuth/Chart.yaml b/binderhub-azimuth/Chart.yaml
index 1bc6323e..42fb8526 100644
--- a/binderhub-azimuth/Chart.yaml
+++ b/binderhub-azimuth/Chart.yaml
@@ -11,7 +11,7 @@ keywords: [jupyter, binderhub]
 # https://hub.jupyter.org/helm-chart/#development-releases-binderhub 
 dependencies:
   - name: binderhub
-    version: 1.0.0-0.dev.git.3350.he7995d6
+    version: 1.0.0-0.dev.git.3437.h81a3428
     repository: https://jupyterhub.github.io/helm-chart/
 
 annotations:
diff --git a/binderhub-azimuth/values.yaml b/binderhub-azimuth/values.yaml
index ab5f2fd2..931f58ff 100644
--- a/binderhub-azimuth/values.yaml
+++ b/binderhub-azimuth/values.yaml
@@ -289,7 +289,7 @@ binderhub:
       defaultUrl: /lab
       extraEnv:
         JUPYTERHUB_SINGLEUSER_APP: "jupyter_server.serverapp.ServerApp"
-  
+
   imageBuilderType: pink
   pink:
     daemonset:
@@ -312,7 +312,7 @@ binderhub:
     url: *registry-url
     username: *registry-username
     password: # Set to mirror global registry.password value (see azimuth-ui.schema.yaml)
-  
+
   config:
     BinderHub:
       # Auth is handled by Zenith
diff --git a/daskhub-azimuth/Chart.yaml b/daskhub-azimuth/Chart.yaml
index f6bbd52e..5136e802 100644
--- a/daskhub-azimuth/Chart.yaml
+++ b/daskhub-azimuth/Chart.yaml
@@ -7,7 +7,7 @@ icon: https://docs.dask.org/en/stable/_images/dask_horizontal.svg
 keywords: [dask, daskhub]
 dependencies:
   - name: daskhub
-    version: 2023.1.0
+    version: 2024.1.1
     repository: https://helm.dask.org/
 
 annotations:
diff --git a/daskhub-azimuth/values.yaml b/daskhub-azimuth/values.yaml
index f4121461..e6583845 100644
--- a/daskhub-azimuth/values.yaml
+++ b/daskhub-azimuth/values.yaml
@@ -90,5 +90,5 @@ daskhub:
         enabled: false
       defaultUrl: /lab
       extraEnv:
-        DASK_GATEWAY__CLUSTER__OPTIONS__IMAGE: '{JUPYTER_IMAGE_SPEC}'
+        DASK_GATEWAY__CLUSTER__OPTIONS__IMAGE: '{{JUPYTER_IMAGE_SPEC}}'
         JUPYTERHUB_SINGLEUSER_APP: "jupyter_server.serverapp.ServerApp"
diff --git a/jupyterhub-azimuth/Chart.yaml b/jupyterhub-azimuth/Chart.yaml
index a8ce02c9..0328c703 100644
--- a/jupyterhub-azimuth/Chart.yaml
+++ b/jupyterhub-azimuth/Chart.yaml
@@ -9,7 +9,7 @@ keywords: [jupyter, jupyterhub]
 
 dependencies:
   - name: jupyterhub
-    version: 3.0.3
+    version: 3.3.7
     repository: https://jupyterhub.github.io/helm-chart/
 
 annotations:
diff --git a/kubeflow-azimuth/base/kustomization.yaml b/kubeflow-azimuth/base/kustomization.yaml
index 0716ee41..87f8101c 100644
--- a/kubeflow-azimuth/base/kustomization.yaml
+++ b/kubeflow-azimuth/base/kustomization.yaml
@@ -1,5 +1,5 @@
 resources:
-  - "https://github.com/kubeflow/manifests/example/?ref=v1.7.0"
+  - "https://github.com/kubeflow/manifests/example/?ref=v1.8.1"
 
 # TODO: Can these patches to disable secure cookies be removed once https/dex/zenith config is added?
 patches:
diff --git a/kubeflow-azimuth/to-helm-chart.py b/kubeflow-azimuth/to-helm-chart.py
index 7cc308fe..58f769c8 100644
--- a/kubeflow-azimuth/to-helm-chart.py
+++ b/kubeflow-azimuth/to-helm-chart.py
@@ -64,9 +64,13 @@ def make_helm_chart_template(chart_path, chart_yml, values_yml):
 notes_txt = """
 For more information on using KubeFlow see the [official documentation](https://www.kubeflow.org/docs/started/introduction/).
 
-DISCLAIMER: This app is currently at a proof-of-concept stage and does not yet provide full integration with Azimuth's standard authentication and access management features. The default login credentials for this platform are
+DISCLAIMER: This app is currently at a proof-of-concept stage and does not yet provide full integration with Azimuth's standard authentication and access management features.
+
+The default login credentials for this platform are:
+
 - username: user@example.com 
 - password: 12341234
+
 Full integration with the Azimuth identity provider is planned for a future release.
 """
 with open(main_chart_path / 'templates' / 'NOTES.txt', 'w') as notes_file: