diff --git a/chart/Chart.yaml b/chart/Chart.yaml
index dd450a0ccb57a4..d69f383ab50be2 100644
--- a/chart/Chart.yaml
+++ b/chart/Chart.yaml
@@ -142,3 +142,8 @@ annotations:
       links:
       - name: '#22284'
         url: https://github.com/apache/airflow/pull/22284
+    - description: 'Misc: Disable flower in chart by default'
+      kind: changed
+      links:
+      - name: '#23737'
+        url: https://github.com/apache/airflow/pull/23737
diff --git a/chart/RELEASE_NOTES.rst b/chart/RELEASE_NOTES.rst
index dee84f9273b3cf..e07e000b2d91e6 100644
--- a/chart/RELEASE_NOTES.rst
+++ b/chart/RELEASE_NOTES.rst
@@ -23,7 +23,7 @@ Run ``helm repo update`` before upgrading the chart to the latest version.
 
 .. towncrier release notes start
 
-Airflow Helm Chart 1.6.0 (2022-05-12)
+Airflow Helm Chart 1.6.0 (2022-05-20)
 -------------------------------------
 
 Significant Changes
@@ -77,6 +77,7 @@ Misc
 
 - Update default Airflow version to ``2.3.0`` (#23386)
 - Move the database configuration to a new section (#22284)
+- Disable flower in chart by default (#23737)
 
 
 Airflow Helm Chart 1.5.0, (2022-03-07)