diff --git a/ansible/roles/network-debian/tasks/main.yml b/ansible/roles/network-debian/tasks/main.yml
index bd084431e..27091a841 100644
--- a/ansible/roles/network-debian/tasks/main.yml
+++ b/ansible/roles/network-debian/tasks/main.yml
@@ -18,7 +18,9 @@
   package:
     name:
       - libnetplan0
+      - libnetplan1
       - netplan.io
+      - netplan-generator
     state: absent
   notify:
     - Remove netplan systemd-networkd configuration
diff --git a/releasenotes/notes/fix-netplan-not-get-fully-removed-b3770cf475569a6c.yaml b/releasenotes/notes/fix-netplan-not-get-fully-removed-b3770cf475569a6c.yaml
new file mode 100644
index 000000000..1f5e8d51d
--- /dev/null
+++ b/releasenotes/notes/fix-netplan-not-get-fully-removed-b3770cf475569a6c.yaml
@@ -0,0 +1,6 @@
+---
+fixes:
+  - |
+    Fix a bug where netplan packages are not fully removed resulting generated
+    network configurations are not getting applied with ``host configure``
+    commands. 'LP#2103794 <https://bugs.launchpad.net/kayobe/+bug/2103794>'__