diff --git a/_vale/config/vocabularies/Docker/accept.txt b/_vale/config/vocabularies/Docker/accept.txt
index 774adcc4ca36..37e782dc22ba 100644
--- a/_vale/config/vocabularies/Docker/accept.txt
+++ b/_vale/config/vocabularies/Docker/accept.txt
@@ -76,6 +76,7 @@ Jamf
 JFrog
 JetBrains
 Kerberos
+[Kk]eyrings?
 Kitematic
 Kubernetes
 LTS
diff --git a/content/manuals/build/buildkit/dockerfile-release-notes.md b/content/manuals/build/buildkit/dockerfile-release-notes.md
index a5964298e74f..7505071da589 100644
--- a/content/manuals/build/buildkit/dockerfile-release-notes.md
+++ b/content/manuals/build/buildkit/dockerfile-release-notes.md
@@ -13,6 +13,21 @@ issues, and bug fixes in [Dockerfile reference](/reference/dockerfile.md).
 
 For usage, see the [Dockerfile frontend syntax](frontend.md) page.
 
+## 1.11.1
+
+{{< release-date date="2024-11-08" >}}
+
+The full release note for this release is available
+[on GitHub](https://github.com/moby/buildkit/releases/tag/dockerfile%2F1.11.1).
+
+```dockerfile
+# syntax=docker/dockerfile:1.11.1
+```
+
+- Fix regression when using the `ONBUILD` instruction in stages inherited within the same Dockerfile. [moby/buildkit#5490]
+
+[moby/buildkit#5490]: https://github.com/moby/buildkit/pull/5490
+
 ## 1.11.0
 
 {{< release-date date="2024-10-30" >}}
diff --git a/content/manuals/build/ci/github-actions/multi-platform.md b/content/manuals/build/ci/github-actions/multi-platform.md
index 5fb013ed7ef5..0d4d2bfd58c7 100644
--- a/content/manuals/build/ci/github-actions/multi-platform.md
+++ b/content/manuals/build/ci/github-actions/multi-platform.md
@@ -45,6 +45,59 @@ jobs:
           tags: user/app:latest
 ```
 
+## Build and load multi-platform images
+
+The default Docker setup for GitHub Actions runners does not support loading
+multi-platform images to the local image store of the runner after building
+them. To load a multi-platform image, you need to enable the containerd image
+store option for the Docker Engine.
+
+There is no way to configure the default Docker setup in the GitHub Actions
+runners directly, but you can use the `crazy-max/ghaction-setup-docker` action
+to customize the Docker Engine and CLI settings for a job.
+
+The following example workflow enables the containerd image store, builds a
+multi-platform image, and loads the results into the GitHub runner's local
+image store.
+
+```yaml
+name: ci
+
+on:
+  push:
+
+jobs:
+  docker:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Set up Docker
+        uses: crazy-max/ghaction-setup-docker@v3
+        with:
+          daemon-config: |
+            {
+              "debug": true,
+              "features": {
+                "containerd-snapshotter": true
+              }
+            }
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ vars.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Build and push
+        uses: docker/build-push-action@v6
+        with:
+          platforms: linux/amd64,linux/arm64
+          load: true
+          tags: user/app:latest
+```
+
 ## Distribute build across multiple runners
 
 In the previous example, each platform is built on the same runner which can
diff --git a/content/manuals/engine/install/centos.md b/content/manuals/engine/install/centos.md
index 50529472c182..c560cea9fa45 100644
--- a/content/manuals/engine/install/centos.md
+++ b/content/manuals/engine/install/centos.md
@@ -1,7 +1,7 @@
 ---
 description: Learn how to install Docker Engine on CentOS. These instructions cover
   the different installation methods, how to uninstall, and next steps.
-keywords: requirements, yum, installation, centos, install, uninstall, docker engine, upgrade, update
+keywords: requirements, dnf, yum, installation, centos, install, uninstall, docker engine, upgrade, update
 title: Install Docker Engine on CentOS
 linkTitle: CentOS
 weight: 60
@@ -36,12 +36,14 @@ default. If you have disabled it, you need to re-enable it.
 
 ### Uninstall old versions
 
-Older versions of Docker went by `docker` or `docker-engine`.
-Uninstall any such older versions before attempting to install a new version,
-along with associated dependencies.
+Before you can install Docker Engine, you need to uninstall any conflicting packages.
+
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 ```console
-$ sudo yum remove docker \
+$ sudo dnf remove docker \
                   docker-client \
                   docker-client-latest \
                   docker-common \
@@ -51,7 +53,7 @@ $ sudo yum remove docker \
                   docker-engine
 ```
 
-`yum` might report that you have none of these packages installed.
+`dnf` might report that you have none of these packages installed.
 
 Images, containers, volumes, and networks stored in `/var/lib/docker/` aren't
 automatically removed when you uninstall Docker.
@@ -81,17 +83,17 @@ Docker from the repository.
 
 #### Set up the repository
 
-Install the `yum-utils` package (which provides the `yum-config-manager`
-utility) and set up the repository.
+Install the `dnf-plugins-core` package (which provides the commands to manage
+your DNF repositories) and set up the repository.
 
 ```console
-$ sudo yum install -y yum-utils
-$ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce.repo
+$ sudo dnf -y install dnf-plugins-core
+$ sudo dnf config-manager --add-repo {{% param "download-url-base" %}}/docker-ce.repo
 ```
 
 #### Install Docker Engine
 
-1. Install Docker Engine, containerd, and Docker Compose:
+1. Install the Docker packages.
 
    {{< tabs >}}
    {{< tab name="Latest" >}}
@@ -99,7 +101,7 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    To install the latest version, run:
 
    ```console
-   $ sudo yum install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
+   $ sudo dnf install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
    ```
 
    If prompted to accept the GPG key, verify that the fingerprint matches
@@ -115,7 +117,7 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    the repository:
 
    ```console
-   $ yum list docker-ce --showduplicates | sort -r
+   $ dnf list docker-ce --showduplicates | sort -r
 
    docker-ce.x86_64    3:27.3.1-1.el9    docker-ce-stable
    docker-ce.x86_64    3:27.3.0-1.el9    docker-ce-stable
@@ -133,7 +135,7 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    command to install:
 
    ```console
-   $ sudo yum install docker-ce-<VERSION_STRING> docker-ce-cli-<VERSION_STRING> containerd.io docker-buildx-plugin docker-compose-plugin
+   $ sudo dnf install docker-ce-<VERSION_STRING> docker-ce-cli-<VERSION_STRING> containerd.io docker-buildx-plugin docker-compose-plugin
    ```
 
    This command installs Docker, but it doesn't start Docker. It also creates a
@@ -142,14 +144,17 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    {{< /tab >}}
    {{< /tabs >}}
 
-2. Start Docker.
+2. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-3. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -182,20 +187,23 @@ download a new file each time you want to upgrade Docker Engine.
    the Docker package.
 
    ```console
-   $ sudo yum install /path/to/package.rpm
+   $ sudo dnf install /path/to/package.rpm
    ```
 
    Docker is installed but not started. The `docker` group is created, but no
    users are added to the group.
 
-3. Start Docker.
+3. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-4. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+4. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -211,8 +219,8 @@ You have now successfully installed and started Docker Engine.
 #### Upgrade Docker Engine
 
 To upgrade Docker Engine, download the newer package files and repeat the
-[installation procedure](#install-from-a-package), using `yum -y upgrade`
-instead of `yum -y install`, and point to the new files.
+[installation procedure](#install-from-a-package), using `dnf upgrade`
+instead of `dnf install`, and point to the new files.
 
 {{< include "install-script.md" >}}
 
@@ -221,7 +229,7 @@ instead of `yum -y install`, and point to the new files.
 1. Uninstall the Docker Engine, CLI, containerd, and Docker Compose packages:
 
    ```console
-   $ sudo yum remove docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
+   $ sudo dnf remove docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
    ```
 
 2. Images, containers, volumes, or custom configuration files on your host
diff --git a/content/manuals/engine/install/debian.md b/content/manuals/engine/install/debian.md
index 9f16f925baf4..ebb0b94d56b6 100644
--- a/content/manuals/engine/install/debian.md
+++ b/content/manuals/engine/install/debian.md
@@ -52,9 +52,9 @@ and ppc64le (ppc64el) architectures.
 
 Before you can install Docker Engine, you need to uninstall any conflicting packages.
 
-Distro maintainers provide unofficial distributions of Docker packages in
-their repositories. You must uninstall these packages before you can install the
-official version of Docker Engine.
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 The unofficial packages to uninstall are:
 
@@ -170,8 +170,7 @@ Docker from the repository.
    {{< /tab >}}
    {{< /tabs >}}
 
-3. Verify that the installation is successful by running the `hello-world`
-   image:
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -226,8 +225,7 @@ download a new file each time you want to upgrade Docker Engine.
 
    The Docker daemon starts automatically.
 
-6. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image:
+6. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo service docker start
@@ -250,26 +248,26 @@ To upgrade Docker Engine, download the newer package files and repeat the
 
 ## Uninstall Docker Engine
 
-1.  Uninstall the Docker Engine, CLI, containerd, and Docker Compose packages:
+1. Uninstall the Docker Engine, CLI, containerd, and Docker Compose packages:
 
-    ```console
-    $ sudo apt-get purge docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
-    ```
+   ```console
+   $ sudo apt-get purge docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
+   ```
 
-2.  Images, containers, volumes, or custom configuration files on your host
-    aren't automatically removed. To delete all images, containers, and volumes:
+2. Images, containers, volumes, or custom configuration files on your host
+   aren't automatically removed. To delete all images, containers, and volumes:
 
-    ```console
-    $ sudo rm -rf /var/lib/docker
-    $ sudo rm -rf /var/lib/containerd
-    ```
+   ```console
+   $ sudo rm -rf /var/lib/docker
+   $ sudo rm -rf /var/lib/containerd
+   ```
 
-3.  Remove source list and keyrings
+3. Remove source list and keyrings
 
-    ```console
-    $ sudo rm /etc/apt/sources.list.d/docker.list
-    $ sudo rm /etc/apt/keyrings/docker.asc
-    ```
+   ```console
+   $ sudo rm /etc/apt/sources.list.d/docker.list
+   $ sudo rm /etc/apt/keyrings/docker.asc
+   ```
 
 You have to delete any edited configuration files manually.
 
diff --git a/content/manuals/engine/install/fedora.md b/content/manuals/engine/install/fedora.md
index 7e7123883523..e1bed80474cc 100644
--- a/content/manuals/engine/install/fedora.md
+++ b/content/manuals/engine/install/fedora.md
@@ -1,7 +1,7 @@
 ---
 description: Learn how to install Docker Engine on Fedora. These instructions cover
   the different installation methods, how to uninstall, and next steps.
-keywords: requirements, apt, installation, fedora, install fedora, install docker engine, rpm, install, uninstall, upgrade,
+keywords: requirements, dnf, installation, fedora, install fedora, install docker engine, rpm, install, uninstall, upgrade,
   update
 title: Install Docker Engine on Fedora
 linkTitle: Fedora
@@ -31,9 +31,11 @@ Fedora versions:
 
 ### Uninstall old versions
 
-Older versions of Docker went by `docker` or `docker-engine`.
-Uninstall any such older versions before attempting to install a new version,
-along with associated dependencies.
+Before you can install Docker Engine, you need to uninstall any conflicting packages.
+
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 ```console
 $ sudo dnf remove docker \
@@ -88,11 +90,11 @@ $ sudo dnf-3 config-manager --add-repo {{% param "download-url-base" %}}/docker-
 
 #### Install Docker Engine
 
-1. Install Docker Engine, containerd, and Docker Compose:
+1. Install the Docker packages.
 
    {{< tabs >}}
    {{< tab name="Latest" >}}
-   
+
    To install the latest version, run:
 
    ```console
@@ -130,23 +132,26 @@ $ sudo dnf-3 config-manager --add-repo {{% param "download-url-base" %}}/docker-
    command to install:
 
    ```console
-   $ sudo dnf -y install docker-ce-<VERSION_STRING> docker-ce-cli-<VERSION_STRING> containerd.io docker-buildx-plugin docker-compose-plugin
+   $ sudo dnf install docker-ce-<VERSION_STRING> docker-ce-cli-<VERSION_STRING> containerd.io docker-buildx-plugin docker-compose-plugin
    ```
 
    This command installs Docker, but it doesn't start Docker. It also creates a
    `docker` group, however, it doesn't add any users to the group by default.
-   
+
    {{< /tab >}}
    {{< /tabs >}}
 
-2. Start Docker.
+2. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-3. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -179,26 +184,23 @@ download a new file each time you want to upgrade Docker Engine.
    the Docker package.
 
    ```console
-   $ sudo dnf -y install /path/to/package.rpm
+   $ sudo dnf install /path/to/package.rpm
    ```
 
    Docker is installed but not started. The `docker` group is created, but no
    users are added to the group.
 
-3. Start Docker.
+3. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-4. Make Docker start automatically after reboot.
-
-   ```console
-   $ sudo systemctl enable docker
-   ```
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
 
-5. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+4. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -214,8 +216,8 @@ You have now successfully installed and started Docker Engine.
 #### Upgrade Docker Engine
 
 To upgrade Docker Engine, download the newer package files and repeat the
-[installation procedure](#install-from-a-package), using `dnf -y upgrade`
-instead of `dnf -y install`, and point to the new files.
+[installation procedure](#install-from-a-package), using `dnf upgrade`
+instead of `dnf install`, and point to the new files.
 
 {{< include "install-script.md" >}}
 
diff --git a/content/manuals/engine/install/raspberry-pi-os.md b/content/manuals/engine/install/raspberry-pi-os.md
index 87cb33a91472..927f6498d153 100644
--- a/content/manuals/engine/install/raspberry-pi-os.md
+++ b/content/manuals/engine/install/raspberry-pi-os.md
@@ -53,9 +53,9 @@ To install Docker Engine, you need one of the following OS versions:
 
 Before you can install Docker Engine, you need to uninstall any conflicting packages.
 
-Distro maintainers provide an unofficial distributions of Docker packages in
-APT. You must uninstall these packages before you can install the official
-version of Docker Engine.
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 The unofficial packages to uninstall are:
 
@@ -158,8 +158,7 @@ Docker from the repository.
    {{< /tab >}}
    {{< /tabs >}}
 
-3. Verify that the installation is successful by running the `hello-world`
-   image:
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -214,8 +213,7 @@ download a new file each time you want to upgrade Docker Engine.
 
    The Docker daemon starts automatically.
 
-6. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image:
+6. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo service docker start
@@ -238,19 +236,26 @@ To upgrade Docker Engine, download the newer package files and repeat the
 
 ## Uninstall Docker Engine
 
-1.  Uninstall the Docker Engine, CLI, containerd, and Docker Compose packages:
+1. Uninstall the Docker Engine, CLI, containerd, and Docker Compose packages:
 
-    ```console
-    $ sudo apt-get purge docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
-    ```
+   ```console
+   $ sudo apt-get purge docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
+   ```
+
+2. Images, containers, volumes, or custom configuration files on your host
+   aren't automatically removed. To delete all images, containers, and volumes:
+
+   ```console
+   $ sudo rm -rf /var/lib/docker
+   $ sudo rm -rf /var/lib/containerd
+   ```
 
-2.  Images, containers, volumes, or custom configuration files on your host
-    aren't automatically removed. To delete all images, containers, and volumes:
+3. Remove source list and keyrings
 
-    ```console
-    $ sudo rm -rf /var/lib/docker
-    $ sudo rm -rf /var/lib/containerd
-    ```
+   ```console
+   $ sudo rm /etc/apt/sources.list.d/docker.list
+   $ sudo rm /etc/apt/keyrings/docker.asc
+   ```
 
 You have to delete any edited configuration files manually.
 
diff --git a/content/manuals/engine/install/rhel.md b/content/manuals/engine/install/rhel.md
index c7a6ad09b88e..b8cde38551e5 100644
--- a/content/manuals/engine/install/rhel.md
+++ b/content/manuals/engine/install/rhel.md
@@ -1,7 +1,7 @@
 ---
 description: Learn how to install Docker Engine on RHEL. These instructions cover
   the different installation methods, how to uninstall, and next steps.
-keywords: requirements, apt, installation, rhel, rpm, install, install docker engine, uninstall, upgrade,
+keywords: requirements, dnf, installation, rhel, rpm, install, install docker engine, uninstall, upgrade,
   update
 title: Install Docker Engine on RHEL
 linkTitle: RHEL
@@ -34,13 +34,14 @@ RHEL versions:
 
 ### Uninstall old versions
 
-Older versions of Docker went by `docker` or `docker-engine`.
-Uninstall any such older versions before attempting to install a new version,
-along with associated dependencies. Also uninstall `Podman` and the associated
-dependencies if installed already:
+Before you can install Docker Engine, you need to uninstall any conflicting packages.
+
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 ```console
-$ sudo yum remove docker \
+$ sudo dnf remove docker \
                   docker-client \
                   docker-client-latest \
                   docker-common \
@@ -52,7 +53,7 @@ $ sudo yum remove docker \
                   runc
 ```
 
-`yum` might report that you have none of these packages installed.
+`dnf` might report that you have none of these packages installed.
 
 Images, containers, volumes, and networks stored in `/var/lib/docker/` aren't
 automatically removed when you uninstall Docker.
@@ -82,17 +83,17 @@ Docker from the repository.
 
 #### Set up the repository
 
-Install the `yum-utils` package (which provides the `yum-config-manager`
-utility) and set up the repository.
+Install the `dnf-plugins-core` package (which provides the commands to manage
+your DNF repositories) and set up the repository.
 
 ```console
-$ sudo yum install -y yum-utils
-$ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce.repo
+$ sudo dnf -y install dnf-plugins-core
+$ sudo dnf config-manager --add-repo {{% param "download-url-base" %}}/docker-ce.repo
 ```
 
 #### Install Docker Engine
 
-1. Install Docker Engine, containerd, and Docker Compose:
+1. Install the Docker packages.
 
    {{< tabs >}}
    {{< tab name="Latest" >}}
@@ -100,7 +101,7 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    To install the latest version, run:
 
    ```console
-   $ sudo yum install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
+   $ sudo dnf install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin
    ```
 
    If prompted to accept the GPG key, verify that the fingerprint matches
@@ -116,7 +117,7 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    the repository:
 
    ```console
-   $ yum list docker-ce --showduplicates | sort -r
+   $ dnf list docker-ce --showduplicates | sort -r
 
    docker-ce.x86_64    3:27.3.1-1.el9    docker-ce-stable
    docker-ce.x86_64    3:27.3.0-1.el9    docker-ce-stable
@@ -134,7 +135,7 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    command to install:
 
    ```console
-   $ sudo yum install docker-ce-<VERSION_STRING> docker-ce-cli-<VERSION_STRING> containerd.io docker-buildx-plugin docker-compose-plugin
+   $ sudo dnf install docker-ce-<VERSION_STRING> docker-ce-cli-<VERSION_STRING> containerd.io docker-buildx-plugin docker-compose-plugin
    ```
 
    This command installs Docker, but it doesn't start Docker. It also creates a
@@ -143,14 +144,17 @@ $ sudo yum-config-manager --add-repo {{% param "download-url-base" %}}/docker-ce
    {{< /tab >}}
    {{< /tabs >}}
 
-2. Start Docker.
+2. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-3. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -195,7 +199,7 @@ download a new file each time you want to upgrade Docker Engine.
    the packages.
 
    ```console
-   $ sudo yum install ./containerd.io-<version>.<arch>.rpm \
+   $ sudo dnf install ./containerd.io-<version>.<arch>.rpm \
      ./docker-ce-<version>.<arch>.rpm \
      ./docker-ce-cli-<version>.<arch>.rpm \
      ./docker-buildx-plugin-<version>.<arch>.rpm \
@@ -205,14 +209,17 @@ download a new file each time you want to upgrade Docker Engine.
    Docker is installed but not started. The `docker` group is created, but no
    users are added to the group.
 
-6. Start Docker.
+6. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-7. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+7. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -228,8 +235,8 @@ You have now successfully installed and started Docker Engine.
 #### Upgrade Docker Engine
 
 To upgrade Docker Engine, download the newer package files and repeat the
-[installation procedure](#install-from-a-package), using `yum -y upgrade`
-instead of `yum -y install`, and point to the new files.
+[installation procedure](#install-from-a-package), using `dnf upgrade`
+instead of `dnf install`, and point to the new files.
 
 {{< include "install-script.md" >}}
 
@@ -238,7 +245,7 @@ instead of `yum -y install`, and point to the new files.
 1. Uninstall the Docker Engine, CLI, containerd, and Docker Compose packages:
 
    ```console
-   $ sudo yum remove docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
+   $ sudo dnf remove docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin docker-ce-rootless-extras
    ```
 
 2. Images, containers, volumes, or custom configuration files on your host
diff --git a/content/manuals/engine/install/sles.md b/content/manuals/engine/install/sles.md
index 39f73b54cf7f..d8b501634017 100644
--- a/content/manuals/engine/install/sles.md
+++ b/content/manuals/engine/install/sles.md
@@ -58,9 +58,11 @@ $ sudo zypper addrepo $opensuse_repo
 
 ### Uninstall old versions
 
-Older versions of Docker went by `docker` or `docker-engine`.
-Uninstall any such older versions before attempting to install a new version,
-along with associated dependencies.
+Before you can install Docker Engine, you need to uninstall any conflicting packages.
+
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 ```console
 $ sudo zypper remove docker \
@@ -112,7 +114,7 @@ $ sudo zypper addrepo {{% param "download-url-base" %}}/docker-ce.repo
 
 #### Install Docker Engine
 
-1. Install Docker Engine, containerd, and Docker Compose:
+1. Install the Docker packages.
 
    {{< tabs >}}
    {{< tab name="Latest" >}}
@@ -128,7 +130,7 @@ $ sudo zypper addrepo {{% param "download-url-base" %}}/docker-ce.repo
 
    This command installs Docker, but it doesn't start Docker. It also creates a
    `docker` group, however, it doesn't add any users to the group by default.
-  
+
    {{< /tab >}}
    {{< tab name="Specific version" >}}
 
@@ -162,14 +164,17 @@ $ sudo zypper addrepo {{% param "download-url-base" %}}/docker-ce.repo
    {{< /tab >}}
    {{< /tabs >}}
 
-2. Start Docker.
+2. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-3. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -208,14 +213,17 @@ download a new file each time you want to upgrade Docker Engine.
    Docker is installed but not started. The `docker` group is created, but no
    users are added to the group.
 
-3. Start Docker.
+3. Start Docker Engine.
 
    ```console
-   $ sudo systemctl start docker
+   $ sudo systemctl enable --now docker
    ```
 
-4. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+   This configures the Docker systemd service to start automatically when you
+   boot your system. If you don't want Docker to start automatically, use `sudo
+   systemctl start docker` instead.
+
+4. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
diff --git a/content/manuals/engine/install/ubuntu.md b/content/manuals/engine/install/ubuntu.md
index 3af691594a6b..0989b8cec43b 100644
--- a/content/manuals/engine/install/ubuntu.md
+++ b/content/manuals/engine/install/ubuntu.md
@@ -62,9 +62,9 @@ s390x, and ppc64le (ppc64el) architectures.
 
 Before you can install Docker Engine, you need to uninstall any conflicting packages.
 
-Distro maintainers provide unofficial distributions of Docker packages in
-APT. You must uninstall these packages before you can install the official
-version of Docker Engine.
+Your Linux distribution may provide unofficial Docker packages, which may conflict
+with the official packages provided by Docker. You must uninstall these packages
+before you install the official version of Docker Engine.
 
 The unofficial packages to uninstall are:
 
@@ -111,7 +111,7 @@ You can install Docker Engine in different ways, depending on your needs:
 ### Install using the `apt` repository {#install-using-the-repository}
 
 Before you install Docker Engine for the first time on a new host machine, you
-need to set up the Docker repository. Afterward, you can install and update
+need to set up the Docker `apt` repository. Afterward, you can install and update
 Docker from the repository.
 
 1. Set up Docker's `apt` repository.
@@ -123,7 +123,7 @@ Docker from the repository.
    sudo install -m 0755 -d /etc/apt/keyrings
    sudo curl -fsSL {{% param "download-url-base" %}}/gpg -o /etc/apt/keyrings/docker.asc
    sudo chmod a+r /etc/apt/keyrings/docker.asc
-   
+
    # Add the repository to Apt sources:
    echo \
      "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] {{% param "download-url-base" %}} \
@@ -166,15 +166,14 @@ Docker from the repository.
    Select the desired version and install:
 
    ```console
-   $ VERSION_STRING=5:27.1.1-1~ubuntu.24.04~noble
+   $ VERSION_STRING=5:27.3.1-1~ubuntu.24.04~noble
    $ sudo apt-get install docker-ce=$VERSION_STRING docker-ce-cli=$VERSION_STRING containerd.io docker-buildx-plugin docker-compose-plugin
    ```
-  
+
    {{< /tab >}}
    {{< /tabs >}}
 
-3. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+3. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo docker run hello-world
@@ -229,8 +228,7 @@ download a new file each time you want to upgrade Docker Engine.
 
    The Docker daemon starts automatically.
 
-6. Verify that the Docker Engine installation is successful by running the
-   `hello-world` image.
+6. Verify that the installation is successful by running the `hello-world` image:
 
    ```console
    $ sudo service docker start
@@ -267,6 +265,13 @@ To upgrade Docker Engine, download the newer package files and repeat the
    $ sudo rm -rf /var/lib/containerd
    ```
 
+3. Remove source list and keyrings
+
+   ```console
+   $ sudo rm /etc/apt/sources.list.d/docker.list
+   $ sudo rm /etc/apt/keyrings/docker.asc
+   ```
+
 You have to delete any edited configuration files manually.
 
 ## Next steps
diff --git a/content/reference/compose-file/services.md b/content/reference/compose-file/services.md
index 85a20df4496c..78222054d8ad 100644
--- a/content/reference/compose-file/services.md
+++ b/content/reference/compose-file/services.md
@@ -1505,7 +1505,7 @@ ports:
     mode: host
 ```
 
-## post_start
+### post_start
 
 {{< introduced compose 2.30.0 "../../manuals/compose/releases/release-notes.md#2300" >}}
 
@@ -1530,7 +1530,7 @@ services:
 
 For more information, see [Use lifecycle hooks](/manuals/compose/how-tos/lifecycle.md).
 
-## pre_stop
+### pre_stop
 
 {{< introduced compose 2.30.0 "../../manuals/compose/releases/release-notes.md#2300" >}}