diff --git a/engine/release-notes/23.0.md b/engine/release-notes/23.0.md
index 0c561e59b2..67eaae294f 100644
--- a/engine/release-notes/23.0.md
+++ b/engine/release-notes/23.0.md
@@ -12,6 +12,22 @@ redirect_from:
   - /release-notes/docker-engine/
 ---
 
+> **Note**
+>
+> From Docker Engine version 23.0.0, Buildx is distributed in a separate package: `docker-buildx-plugin`.
+> In earlier versions, Buildx was included in the `docker-ce-cli` package.
+> When you upgrade to this version of Docker Engine, make sure you update all
+> packages. For example, on Ubuntu:
+>
+> ```console
+> $ sudo apt-get install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
+> ```
+>
+> Refer to the [Docker Engine installation instructions][1] for your operating system
+> for more details on upgrading Docker Engine.
+
+[1]: ../install/index.md
+
 This page describes the latest changes, additions, known issues, and fixes for Docker Engine version 23.0.
 
 For more information about: