diff --git a/_vendor/github.com/docker/compose/v2/docs/reference/docker_compose_alpha.yaml b/_vendor/github.com/docker/compose/v2/docs/reference/docker_compose_alpha.yaml
index 43994d80cd..807097a387 100644
--- a/_vendor/github.com/docker/compose/v2/docs/reference/docker_compose_alpha.yaml
+++ b/_vendor/github.com/docker/compose/v2/docs/reference/docker_compose_alpha.yaml
@@ -6,11 +6,9 @@ plink: docker_compose.yaml
 cname:
     - docker compose alpha publish
     - docker compose alpha viz
-    - docker compose alpha watch
 clink:
     - docker_compose_alpha_publish.yaml
     - docker_compose_alpha_viz.yaml
-    - docker_compose_alpha_watch.yaml
 inherited_options:
     - option: dry-run
       value_type: bool
diff --git a/_vendor/modules.txt b/_vendor/modules.txt
index 07a3a83cd0..f173ed8ef8 100644
--- a/_vendor/modules.txt
+++ b/_vendor/modules.txt
@@ -1,6 +1,6 @@
-# github.com/moby/buildkit v0.13.0-beta1.0.20240116143623-28ce478b1fde
 # github.com/moby/moby v24.0.8-0.20240109122856-854ca341c0f6+incompatible
+# github.com/moby/buildkit v0.13.0-beta1.0.20240116143623-28ce478b1fde
 # github.com/docker/buildx v0.12.1
 # github.com/docker/scout-cli v1.2.0
-# github.com/docker/cli v25.0.0-rc.1+incompatible
-# github.com/docker/compose/v2 v2.24.0
+# github.com/docker/cli v25.0.0-rc.3+incompatible
+# github.com/docker/compose/v2 v2.24.1
diff --git a/content/compose/release-notes.md b/content/compose/release-notes.md
index 09a56b3f9a..62e3e0930a 100644
--- a/content/compose/release-notes.md
+++ b/content/compose/release-notes.md
@@ -11,6 +11,21 @@ aliases:
 
 For more detailed information, see the [release notes in the Compose repo](https://github.com/docker/compose/releases/).
 
+## 2.24.1
+{{< release-date date="2024-01-18" >}}
+
+### Update
+- Dependencies upgrade: bump cli to 25.0.0-rc3
+- Dependencies upgrade: bump docker to 25.0.0-rc3
+- Dependencies upgrade: bump compose-go to 2.0.0-rc.1
+- Dependencies upgrade: bump containerd to 1.7.12
+
+### Bug fixes and enhancements
+Reworked the display of container status during `up`
+Fixed the engine version required to use `healthcheck.start_interval`
+Removed `watch` subcommand from the `alpha` command
+Fixed a bug when handling received signals
+
 ## 2.24.0
 {{< release-date date="2024-01-11" >}}
 
diff --git a/go.mod b/go.mod
index 10ee3a115d..642a1ef664 100644
--- a/go.mod
+++ b/go.mod
@@ -6,8 +6,8 @@ toolchain go1.21.1
 
 require (
 	github.com/docker/buildx v0.12.1 // indirect
-	github.com/docker/cli v25.0.0-rc.1+incompatible // indirect
-	github.com/docker/compose/v2 v2.24.0 // indirect
+	github.com/docker/cli v25.0.0-rc.3+incompatible // indirect
+	github.com/docker/compose/v2 v2.24.1 // indirect
 	github.com/docker/scout-cli v1.2.0 // indirect
 	github.com/moby/buildkit v0.13.0-beta1.0.20240116143623-28ce478b1fde // indirect
 	github.com/moby/moby v24.0.8-0.20240109122856-854ca341c0f6+incompatible // indirect
diff --git a/go.sum b/go.sum
index 309d006501..d9ed2e2388 100644
--- a/go.sum
+++ b/go.sum
@@ -86,6 +86,8 @@ github.com/docker/compose/v2 v2.23.3 h1:2p2biZqpUvPzC8J7nDl+ankVQNCCAk2IZJ4eg1S+
 github.com/docker/compose/v2 v2.23.3/go.mod h1:lUweVMN13YR0a9M7qdKulTSMS1kYdAysYNJlFEnDMCw=
 github.com/docker/compose/v2 v2.24.0 h1:Gvmg3E5/Rqa4G340sYcUk/DIegT5Nod2ZV3MqR248j8=
 github.com/docker/compose/v2 v2.24.0/go.mod h1:sDypMTKq6Mrp0W5NZ6+uiqxR9zEukI1RVuFRqwBTljs=
+github.com/docker/compose/v2 v2.24.1 h1:Mk14AOkxetMKrWb1bOnx7bEfS+v/moaCZnU69QqUw6A=
+github.com/docker/compose/v2 v2.24.1/go.mod h1:rrqu0bPBN/HD2wRSNwVN+V9SDfhVQnKxF1DP9B9WOdI=
 github.com/docker/distribution v2.8.2+incompatible h1:T3de5rq0dB1j30rp0sA2rER+m322EBzniBPB6ZIzuh8=
 github.com/docker/distribution v2.8.2+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w=
 github.com/docker/go v1.5.1-1.0.20160303222718-d30aec9fd63c/go.mod h1:CADgU4DSXK5QUlFslkQu2yW2TKzFZcXq/leZfM0UH5Q=
diff --git a/hugo.yaml b/hugo.yaml
index a088a6c668..5ba5f4df02 100644
--- a/hugo.yaml
+++ b/hugo.yaml
@@ -93,7 +93,7 @@ params:
 
   latest_engine_api_version: "1.43"
   docker_ce_version: "24.0.7"
-  compose_version: "v2.24.0"
+  compose_version: "v2.24.1"
   compose_file_v3: "3.8"
   compose_file_v2: "2.4"
   buildkit_version: "0.12.3"