diff --git a/.gitlab/ci/test.gitlab-ci.yml b/.gitlab/ci/test.gitlab-ci.yml
index e001325eecc644bbd0466286f6f6de82c0acfbd5..a55ea332bf339a319803ca2c1c97d14293b614fc 100644
--- a/.gitlab/ci/test.gitlab-ci.yml
+++ b/.gitlab/ci/test.gitlab-ci.yml
@@ -14,6 +14,7 @@
       - RUBY_VERSION: ["3.0", "3.1", "3.2"]
 
 docs-lint:
+  image: registry.gitlab.com/gitlab-org/gitlab-docs/lint-markdown:alpine-3.18-vale-2.29.6-markdownlint-0.37.0-markdownlint2-0.10.0
   extends:
     - .test-job
     - .rules:docs-changes
diff --git a/doc/advanced.md b/doc/advanced.md
index 4ba96b5a522438341c8d481d00f4d5678cbe1c3a..58ae6d519684c42ba4b020d8c399fb4db33c4c69 100644
--- a/doc/advanced.md
+++ b/doc/advanced.md
@@ -76,15 +76,15 @@ LTS release (16.04, 18.04, 20.04, 22.04) or higher, and Debian:
 
 1. Install NodeJS and Yarn.
    1. Check the required versions of NodeJS in the [`.tool-versions`](../.tool-versions) file.
-   1. Install any of the required versions of NodeJS [using one of the installation methods](https://nodejs.org/en/download/package-manager/), for example via the `nodesource` repo or `nvm`. The following example uses `nvm`:
+   1. Install any of the required versions of NodeJS [using one of the installation methods](https://nodejs.org/en/download/package-manager/), for example by using the `nodesource` repository or `nvm`. The following example uses `nvm`:
       1. Install [`nvm`](https://github.com/nvm-sh/nvm#installing-and-updating). This should automatically configure it for your shell as well.
-      1. Install the required version via `nvm`:
+      1. Install the required version by using `nvm`:
 
          ```shell
          nvm install <NODEJS_VERSION>
          ```
 
-   1. Install Yarn via `npm`:
+   1. Install Yarn by using `npm`:
 
       ```shell
       npm install --global yarn