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diff --git a/doc/install/aws/gitlab_hybrid_on_aws.md b/doc/install/aws/gitlab_hybrid_on_aws.md
index 2183f351efd..2c40efd5909 100644
--- a/doc/install/aws/gitlab_hybrid_on_aws.md
+++ b/doc/install/aws/gitlab_hybrid_on_aws.md
@@ -8,7 +8,7 @@ info: To determine the technical writer assigned to the Stage/Group associated w
# Provision GitLab Cloud Native Hybrid on AWS EKS **(FREE SELF)**
-GitLab "Cloud Native Hybrid" is a hybrid of the cloud native technology Kubernetes (EKS) and EC2. While as much of the GitLab application as possible runs in Kubernetes or on AWS services (PaaS), the GitLab service Gitaly must still be run on Ec2. Gitaly is a layer designed to overcome limitations of the Git binaries in a horizontally scaled architecture. You can read more here about why Gitaly was built and why the limitations of Git mean that it must currently run on instance compute in [Git Characteristics That Make Horizontal Scaling Difficult](https://gitlab.com/gitlab-org/gitaly/-/blob/master/doc/DESIGN.md#git-characteristics-that-make-horizontal-scaling-difficult).
+GitLab "Cloud Native Hybrid" is a hybrid of the cloud native technology Kubernetes (EKS) and EC2. While as much of the GitLab application as possible runs in Kubernetes or on AWS services (PaaS), the GitLab service Gitaly must still be run on EC2. Gitaly is a layer designed to overcome limitations of the Git binaries in a horizontally scaled architecture. You can read more here about why Gitaly was built and why the limitations of Git mean that it must currently run on instance compute in [Git Characteristics That Make Horizontal Scaling Difficult](https://gitlab.com/gitlab-org/gitaly/-/blob/master/doc/DESIGN.md#git-characteristics-that-make-horizontal-scaling-difficult).
Amazon provides a managed Kubernetes service offering known as [Amazon Elastic Kubernetes Service (EKS)](https://aws.amazon.com/eks/).
@@ -38,13 +38,13 @@ NOTE:
This automation is in **Developer Preview**. GitLab is working with AWS on resolving [the outstanding issues](https://github.com/aws-quickstart/quickstart-eks-gitlab/issues?q=is%3Aissue+is%3Aopen+%5BHL%5D) before it is fully released. You can subscribe to this issue to be notified of progress and release announcements: [AWS Quick Start for GitLab Cloud Native Hybrid on EKS Status: DEVELOPER PREVIEW](https://gitlab.com/gitlab-com/alliances/aws/public-tracker/-/issues/11).<br><br>
The developer preview deploys Aurora PostgreSQL, but the release version will deploy Amazon RDS PostgreSQL due to [known issues](https://gitlab.com/gitlab-com/alliances/aws/public-tracker/-/issues?label_name%5B%5D=AWS+Known+Issue) with Aurora. All performance testing results will also be redone after this change has been made.
-The [GitLab Environment Toolkit (GET)](https://gitlab.com/gitlab-org/quality/gitlab-environment-toolkit/-/tree/master) is an effort made by GitLab to create a multi-cloud, multi-GitLab (Omnibus + Cloud Native Hybrid) toolkit to provision GitLab. GET is developed by GitLab developers and is open to community contributions.
-It is helpful to review the [GitLab Environment Toolkit (GET) Issues](https://gitlab.com/gitlab-org/quality/gitlab-environment-toolkit/-/issues) to understand if any of them may affect your provisioning plans.
+The [GitLab Environment Toolkit (GET)](https://gitlab.com/gitlab-org/gitlab-environment-toolkit/-/tree/main) is an effort made by GitLab to create a multi-cloud, multi-GitLab (Omnibus + Cloud Native Hybrid) toolkit to provision GitLab. GET is developed by GitLab developers and is open to community contributions.
+It is helpful to review the [GitLab Environment Toolkit (GET) Issues](https://gitlab.com/gitlab-org/gitlab-environment-toolkit/-/issues) to understand if any of them may affect your provisioning plans.
-| | [AWS Quick Start for GitLab Cloud Native Hybrid on EKS](https://aws-quickstart.github.io/quickstart-eks-gitlab/) | [GitLab Environment Toolkit (GET)](https://gitlab.com/gitlab-org/quality/gitlab-environment-toolkit) |
+| | [AWS Quick Start for GitLab Cloud Native Hybrid on EKS](https://aws-quickstart.github.io/quickstart-eks-gitlab/) | [GitLab Environment Toolkit (GET)](https://gitlab.com/gitlab-org/gitlab-environment-toolkit) |
| ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
-| Licensing | [Open Source (Apache 2.0)](https://github.com/aws-quickstart/quickstart-eks-gitlab/blob/main/LICENSE.txt) | [GitLab Enterprise Edition license](https://gitlab.com/gitlab-org/quality/gitlab-environment-toolkit/-/blob/main/LICENSE) ([GitLab Premium tier](https://gitlab.com/gitlab-org/quality/gitlab-environment-toolkit/-/blob/main/README.md)) |
-| Overview and Vision | [AWS Quick Start](https://aws.amazon.com/quickstart/) | [GitLab Environment Toolkit](https://gitlab.com/gitlab-org/quality/gitlab-environment-toolkit/-/blob/main/README.md) |
+| Licensing | [Open Source (Apache 2.0)](https://github.com/aws-quickstart/quickstart-eks-gitlab/blob/main/LICENSE.txt) | [GitLab Enterprise Edition license](https://gitlab.com/gitlab-org/gitlab-environment-toolkit/-/blob/main/LICENSE) ([GitLab Premium tier](https://gitlab.com/gitlab-org/gitlab-environment-toolkit/-/blob/main/README.md)) |
+| Overview and Vision | [AWS Quick Start](https://aws.amazon.com/quickstart/) | [GitLab Environment Toolkit](https://gitlab.com/gitlab-org/gitlab-environment-toolkit/-/blob/main/README.md) |
| GitLab Reference Architecture Compliant | Yes | Yes |
| GitLab Performance Tool (GPT) Tested | Yes | Yes |
| Amazon Well Architected Compliant | Yes<br />(via Quick Start program) | Critical portions <br />reviewed by AWS |