diff --git a/doc/development/testing_guide/end_to_end/index.md b/doc/development/testing_guide/end_to_end/index.md
index 2dc06ba10a5..882e2230636 100644
--- a/doc/development/testing_guide/end_to_end/index.md
+++ b/doc/development/testing_guide/end_to_end/index.md
@@ -65,28 +65,24 @@ Below you can read more about how to use it and how does it work.
 Currently, we are using _multi-project pipeline_-like approach to run QA
 pipelines.
 
-![QA on merge requests CI/CD architecture](../img/qa_on_merge_requests_cicd_architecture.png)
-
-<details>
-<summary>Show mermaid source</summary>
-<pre>
+```mermaid
 graph LR
     A1 -.->|1. Triggers an omnibus-gitlab pipeline and wait for it to be done| A2
-    B2[<b>`Trigger-qa` stage</b><br />`Trigger:qa-test` job] -.->|2. Triggers a gitlab-qa pipeline and wait for it to be done| A3
+    B2[`Trigger-qa` stage<br>`Trigger:qa-test` job] -.->|2. Triggers a gitlab-qa pipeline and wait for it to be done| A3
 
-subgraph gitlab-ce/ee pipeline
-    A1[<b>`test` stage</b><br />`package-and-qa` job]
+subgraph "gitlab-ce/ee pipeline"
+    A1[`test` stage<br>`package-and-qa` job]
     end
 
-subgraph omnibus-gitlab pipeline
-    A2[<b>`Trigger-docker` stage</b><br />`Trigger:gitlab-docker` job] -->|once done| B2
+subgraph "omnibus-gitlab pipeline"
+    A2[`Trigger-docker` stage<br>`Trigger:gitlab-docker` job] -->|once done| B2
     end
 
-subgraph gitlab-qa pipeline
-    A3>QA jobs run] -.->|3. Reports back the pipeline result to the `package-and-qa` job<br />and post the result  on the original commit tested| A1
+subgraph "gitlab-qa pipeline"
+    A3>QA jobs run] -.->|3. Reports back the pipeline result to the `package-and-qa` job<br>and post the result  on the original commit tested| A1
     end
-</pre>
-</details>
+```
+
 
 1. Developer triggers a manual action, that can be found in CE / EE merge
    requests. This starts a chain of pipelines in multiple projects.
diff --git a/doc/development/testing_guide/img/qa_on_merge_requests_cicd_architecture.png b/doc/development/testing_guide/img/qa_on_merge_requests_cicd_architecture.png
deleted file mode 100644
index 5b93a05db96..00000000000
Binary files a/doc/development/testing_guide/img/qa_on_merge_requests_cicd_architecture.png and /dev/null differ
diff --git a/doc/development/testing_guide/img/review_apps_cicd_architecture.png b/doc/development/testing_guide/img/review_apps_cicd_architecture.png
deleted file mode 100644
index 1ee28d3db91..00000000000
Binary files a/doc/development/testing_guide/img/review_apps_cicd_architecture.png and /dev/null differ
diff --git a/doc/development/testing_guide/review_apps.md b/doc/development/testing_guide/review_apps.md
index d07a7045390..7843fc4c874 100644
--- a/doc/development/testing_guide/review_apps.md
+++ b/doc/development/testing_guide/review_apps.md
@@ -8,38 +8,33 @@ Review Apps are automatically deployed by each pipeline, both in
 
 ### CI/CD architecture diagram
 
-![Review Apps CI/CD architecture](img/review_apps_cicd_architecture.png)
-
-<details>
-<summary>Show mermaid source</summary>
-<pre>
+```mermaid
 graph TD
     build-qa-image -.->|once the `prepare` stage is done| gitlab:assets:compile
     review-build-cng -->|triggers a CNG-mirror pipeline and wait for it to be done| CNG-mirror
     review-build-cng -.->|once the `test` stage is done| review-deploy
     review-deploy -.->|once the `review` stage is done| review-qa-smoke
 
-subgraph 1. gitlab-ce/ee `prepare` stage
+subgraph "1. gitlab-ce/ee `prepare` stage"
     build-qa-image
     end
 
-subgraph 2. gitlab-ce/ee `test` stage
+subgraph "2. gitlab-ce/ee `test` stage"
     gitlab:assets:compile -->|plays dependent job once done| review-build-cng
     end
 
-subgraph 3. gitlab-ce/ee `review` stage
-    review-deploy["review-deploy<br /><br />Helm deploys the Review App using the Cloud<br/>Native images built by the CNG-mirror pipeline.<br /><br />Cloud Native images are deployed to the `review-apps-ce` or `review-apps-ee`<br />Kubernetes (GKE) cluster, in the GCP `gitlab-review-apps` project."]
+subgraph "3. gitlab-ce/ee `review` stage"
+    review-deploy["review-deploy<br><br>Helm deploys the Review App using the Cloud<br/>Native images built by the CNG-mirror pipeline.<br><br>Cloud Native images are deployed to the `review-apps-ce` or `review-apps-ee`<br>Kubernetes (GKE) cluster, in the GCP `gitlab-review-apps` project."]
     end
 
-subgraph 4. gitlab-ce/ee `qa` stage
-    review-qa-smoke[review-qa-smoke<br /><br />gitlab-qa runs the smoke suite against the Review App.]
+subgraph "4. gitlab-ce/ee `qa` stage"
+    review-qa-smoke[review-qa-smoke<br><br>gitlab-qa runs the smoke suite against the Review App.]
     end
 
-subgraph CNG-mirror pipeline
+subgraph "CNG-mirror pipeline"
     CNG-mirror>Cloud Native images are built];
     end
-</pre>
-</details>
+```
 
 ### Detailed explanation