diff --git a/contrib/docker/minimal-hardened-image/README.md b/contrib/docker/minimal-hardened-image/README.md
index c9a41d0d19..62045a4ded 100644
--- a/contrib/docker/minimal-hardened-image/README.md
+++ b/contrib/docker/minimal-hardened-image/README.md
@@ -2,7 +2,7 @@
 
 DockerHub images in general did not seem ideal for Backstage as the number of vulnerabilities were quite high regardless of the image used.
 
-The `Dockerfile` in this directory uses a [`wolfi-base`](https://github.com/wolfi-dev) image from Chainguard Images. This improves the security of the application and reduces false positives in scanners.
+The `Dockerfile` in this directory uses a [wolfi-base](https://github.com/wolfi-dev) image from Chainguard Images. This improves the security of the application and reduces false positives in scanners.
 
 ## Pinning Digest
 
@@ -16,10 +16,10 @@ To obtain the latest digest, perform a `docker pull` on the image to get the lat
 
 ## Considerations
 
-- `Wolfi` only releases the `latest` tag for public consumption however digests can be pinned.
-- `Wolfi` OS uses packages from the [os repository](https://github.com/wolfi-dev/os) on GitHub.
+- Wolfi only releases the `latest` tag for public consumption however digests can be pinned.
+- Wolfi OS uses packages from the [os repository](https://github.com/wolfi-dev/os) on GitHub.
   - Some packages may be named differently.
-- While `Wolfi` uses `apk`, the OS is designed to support `glibc`.
+- While Wolfi uses `apk`, the OS is designed to support `glibc`.
 - Due to the stripped down nature of the base image, additional packages might be needed compared to a distribution like Debian or Ubuntu.
 - Chainguard will maintain one version of each Wolfi package at a time, which will track the latest version of the upstream software in the package. Chainguard will end patch support for previous versions of packages in Wolfi. [Read more here](https://edu.chainguard.dev/chainguard/chainguard-images/faq/#what-packages-are-available-in-chainguard-images)
   - It is encouraged to use a relative pin or use a third-party tool to ensure the packages are kept up to date