diff --git a/content/compose/release-notes.md b/content/compose/release-notes.md
index 09f1d44d8512..9a16a705e768 100644
--- a/content/compose/release-notes.md
+++ b/content/compose/release-notes.md
@@ -11,6 +11,18 @@ aliases:
 
 For more detailed information, see the [release notes in the Compose repo](https://github.com/docker/compose/releases/).
 
+## 2.24.6
+{{< release-date date="2024-02-15" >}}
+
+### Update
+- Dependencies upgrade: bump cli to 25.0.3
+- Dependencies upgrade: bump compose-go to 2.0.0-rc.7
+
+### Bug fixes and enhancements
+- Fixed issue of `.env` file loading when project file is set via `COMPOSE_FILE` variable
+- Aligned `ps --status=exited` behaviour with the Docker CLI behaviour
+- Fixed a deadlock when collecting large logs
+
 ## 2.24.5
 {{< release-date date="2024-01-30" >}}
 
diff --git a/hugo.yaml b/hugo.yaml
index ac2d338259f9..d232b616a5b8 100644
--- a/hugo.yaml
+++ b/hugo.yaml
@@ -93,7 +93,7 @@ params:
 
   latest_engine_api_version: "1.44"
   docker_ce_version: "25.0.0"
-  compose_version: "v2.24.5"
+  compose_version: "v2.24.6"
   compose_file_v3: "3.8"
   compose_file_v2: "2.4"
   buildkit_version: "0.12.3"