diff --git a/_vendor/modules.txt b/_vendor/modules.txt
index dcf0aa74f3..8af292064c 100644
--- a/_vendor/modules.txt
+++ b/_vendor/modules.txt
@@ -2,6 +2,6 @@
 # github.com/moby/buildkit v0.22.0
 # github.com/docker/buildx v0.24.0
 # github.com/docker/cli v28.2.2+incompatible
-# github.com/docker/compose/v2 v2.37.1
+# github.com/docker/compose/v2 v2.37.2
 # github.com/docker/model-cli v0.1.26-0.20250527144806-15d0078a3c01
 # github.com/docker/scout-cli v1.15.0
diff --git a/content/manuals/compose/releases/release-notes.md b/content/manuals/compose/releases/release-notes.md
index f2f6c8813c..db0a7aec1e 100644
--- a/content/manuals/compose/releases/release-notes.md
+++ b/content/manuals/compose/releases/release-notes.md
@@ -15,6 +15,24 @@ For more detailed information, see the [release notes in the Compose repo](https
 
 ## 2.37.1
 
+{{< release-date date="2025-06-20" >}}
+
+### Bug fixes and enhancements
+
+- Introduce `use_api_socket`
+- Fixed `compose images` JSON output format
+- Fixed panic using `w` shortcut on project without watch support
+- Fixed a permission issue with bake metadata files on Windows
+- Fixed a panic error on provider service startup
+
+### Update
+
+- Dependencies upgrade: bump compose-go to v2.6.5
+- Dependencies upgrade: bump buildx to v0.25.0
+- Dependencies upgrade: bump buildkit to v0.23.0
+
+## 2.37.1
+
 {{< release-date date="2025-06-12" >}}
 
 ### Bug fixes and enhancements
diff --git a/go.mod b/go.mod
index cb860a1bc3..debdb6db4b 100644
--- a/go.mod
+++ b/go.mod
@@ -5,7 +5,7 @@ go 1.24.0
 require (
 	github.com/docker/buildx v0.24.0 // indirect
 	github.com/docker/cli v28.2.2+incompatible // indirect
-	github.com/docker/compose/v2 v2.37.1 // indirect
+	github.com/docker/compose/v2 v2.37.2 // indirect
 	github.com/docker/model-cli v0.1.26-0.20250527144806-15d0078a3c01 // indirect
 	github.com/docker/scout-cli v1.15.0 // indirect
 	github.com/moby/buildkit v0.22.0 // indirect
diff --git a/hugo.yaml b/hugo.yaml
index 73dd35e6b7..7b9e59b199 100644
--- a/hugo.yaml
+++ b/hugo.yaml
@@ -140,7 +140,7 @@ params:
   # (Used to show e.g., "latest" and "latest"-1 in engine install examples
   docker_ce_version_prev: "28.1.0"
   # Latest Docker Compose version
-  compose_version: "v2.37.1"
+  compose_version: "v2.37.2"
   # Latest BuildKit version
   buildkit_version: "0.22.0"