diff --git a/docs/sysadm/support-services/gitlab/installation.rst b/docs/sysadm/support-services/gitlab/installation.rst
index 7f576db92568f0702eb8cae36c40fdb428d2b16c..0220f9918b21bf06801b5abb423aceb83dcad071 100644
--- a/docs/sysadm/support-services/gitlab/installation.rst
+++ b/docs/sysadm/support-services/gitlab/installation.rst
@@ -10,7 +10,8 @@ Gitlab installation
 ===================
 
 The deployment of the gitlab instances is managed by:
-  - terraform for the the infrastructure part
+
+  - terraform for the infrastructure part
   - ArgoCd for the Gitlab deployment
 
 Each deployment relies on a dedicated `AKS` instance and a dedicated blob storage.
@@ -18,34 +19,42 @@ Each deployment relies on a dedicated `AKS` instance and a dedicated blob storag
 Infrastructure
 --------------
 
-The `terraform code <https://gitlab.softwareheritage.org/infra/swh-sysadmin-provisioning/-/tree/master/azure/terraform/modules/gitlab>`__ is deploying
-and configuring a full, dedicated Azure Kubernetes Service matching this environment:
+The `terraform code
+<https://gitlab.softwareheritage.org/infra/swh-sysadmin-provisioning/-/tree/master/azure/terraform/modules/gitlab>`__
+is deploying and configuring a full, dedicated Azure Kubernetes Service matching this
+environment:
 
 .. figure:: ../../images/gitlab-infrastructure.png
    :alt: Gitlab Infrastructure
 
 (`source <https://archive.softwareheritage.org/swh:1:dir:713a9ee3a2191aa2a5f386798442bc321c0b4747;origin=https://forge.softwareheritage.org/source/snippets.git;visit=swh:1:snp:7336142b5e1a03be4eedfa3f9edc4552297abd82;anchor=swh:1:rev:3045f3c9cca4ff0611725bae143c0ccc5027ed4c;path=/sysadmin/docs/gitlab/>`__)
 
-The output of terraform displays all the necessary information to connect to the kubernetes.
-It's also possible to get the information by executing those commands:
+The output of terraform displays all the necessary information to connect to the
+kubernetes cluster. It's also possible to get the information by executing those
+commands:
 
 .. code:: bash
 
     terraform output gitlab-<instance>_aks_summary
     terraform output --raw gitlab-<instance>_storage_summary
 
-Once the infrastructure is created and available, Gitlab is deployed by ArgoCD.
-It's done by deploying the `Gitlab Operator <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator>`__
-and a gitlab configuration (for example, the
-`staging configuration <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-swh-private-data/-/blob/master/gitlab-staging/gitlab-staging.yaml>`__ ).
+Once the infrastructure is created and available, Gitlab is deployed by ArgoCD. It's
+done by deploying the `Gitlab Operator
+<https://gitlab.com/gitlab-org/cloud-native/gitlab-operator>`__ and a gitlab
+configuration (for example, the `staging configuration
+<https://gitlab.softwareheritage.org/infra/ci-cd/k8s-swh-private-data/-/blob/master/gitlab-staging/gitlab-staging.yaml>`__).
 
-A couple of other components are also deployed in parallel to manage the monitoring, an additional ingress controller and cert-manager.
-The applications are available in the `k8s-clusters-conf repository <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-clusters-conf/-/tree/master/argocd/applications/gitlab-staging>`__.
+A couple of other components are also deployed in parallel to manage the monitoring, an
+additional ingress controller and cert-manager. The applications are available in the
+`k8s-clusters-conf repository
+<https://gitlab.softwareheritage.org/infra/ci-cd/k8s-clusters-conf/-/tree/master/argocd/applications/gitlab-staging>`__.
 
 Important components
 ~~~~~~~~~~~~~~~~~~~~
 
-- The gitlab transactional data is stored on a couple of kubernetes PVs associated to their relative Azure volumes
+- The gitlab transactional data is stored on a couple of kubernetes PVs associated to
+  their relative Azure volumes
+
 
 .. code:: bash
 
@@ -56,9 +65,11 @@ Important components
     pvc-988b8047-2ac9-426b-8792-37d749141657   8Gi        RWO            Retain           Bound    gitlab-system/redis-data-gitlab-redis-master-0                                                                      default                 20d
     pvc-c55bdefa-089b-4cda-b0d0-a1daafb6f37f   16Gi       RWO            Retain           Bound    monitoring/prometheus-gitlab-production-promethe-prometheus-db-prometheus-gitlab-production-promethe-prometheus-0   default                 19d
 
-By default, the operator use a `Delete` reclaim policy which is risky. After the initial installation, it was manually changed to switch to a `Retain` policy
+By default, the operator use a `Delete` reclaim policy which is risky. After the initial
+installation, it was manually changed to switch to a `Retain` policy
 
-- The gitlab assets (attachments, container registry data, ...) are stored in a dedicated object storage account
+- The gitlab assets (attachments, container registry data, ...) are stored in a
+  dedicated object storage account
 
 Backups
 -------
@@ -71,17 +82,26 @@ Backups
 Upgrades
 --------
 
-An upgrade of gitlab is done in two major steps (**always test in staging before upgrading the production environment**)
+An upgrade of gitlab is done in two major steps (**always test in staging before
+upgrading the production environment**)
 
-It's important to follow the operatore releases to not be more than 3 minor versions late, or the migration will not be supported be the operator.
+It's important to follow the operator releases (at most 3 minor versions late or the
+migration will not be supported by the operator).
 
-- Step 1 `Upgrade the operator <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator/-/blob/master/doc/operator_upgrades.md>`__
+- Step 1 `Upgrade the operator
+  <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator/-/blob/master/doc/operator_upgrades.md>`__
 
-    - Check the last `gitlab operator release <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator/-/releases>`__ and the chart versions mapping
-    - Update the operator version in the `application declaration <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-clusters-conf/-/blob/master/argocd/applications/gitlab-staging/gitlab-operator.yaml>`__. `Example of upgrade <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-clusters-conf/-/commit/1a349433d45623128deabe7ca4ca57b740e16cba>`__
+    - Check the last `gitlab operator release
+      <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator/-/releases>`__ and the
+      chart versions mapping
+    - Update the operator version in the `application declaration
+      <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-clusters-conf/-/blob/master/argocd/applications/gitlab-staging/gitlab-operator.yaml>`__.
+      `Example of upgrade
+      <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-clusters-conf/-/commit/1a349433d45623128deabe7ca4ca57b740e16cba>`__
     - Commit and push the change.
-    - Wait a couple of minutes to let ArgoCD applies the change
-    - A restart of the operator pod should happen (check the gitlab-controller-manager pod).
+    - Wait a couple of minutes to let ArgoCD apply the change
+    - A restart of the operator pod should happen (check the gitlab-controller-manager
+      pod).
     - Something like this should be visible in the operator logs:
 
 .. code:: shell
@@ -89,17 +109,23 @@ It's important to follow the operatore releases to not be more than 3 minor vers
     > kubernetes logs gitlab-controller-manager-xxxx-xxxx
     Configuration error detected: chart version 6.5.1 not supported; please use one of the following: 6.5.2, 6.4.4, 6.3.5
 
-At this point, The gitlab operator is updated but the Gitlab upgrade itself is not yet started.
+At this point, the gitlab operator is updated but the Gitlab upgrade itself is not yet
+started.
 
-- Step 2 `Upgrade the gitlab version <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator/-/blob/master/doc/gitlab_upgrades.md>`__
+- Step 2 `Upgrade the gitlab version
+  <https://gitlab.com/gitlab-org/cloud-native/gitlab-operator/-/blob/master/doc/gitlab_upgrades.md>`__
 
-    - Follow the recommended upgrade path depending of the current deployed version of the gitlab instance and the allowed versions of the operator
-    - Update the chart version matching the desired gitlab version (should be present on the release page of the operator) in the
-      `gitlab resource declaration <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-swh-private-data/-/blob/master/gitlab-staging/gitlab-staging.yaml>`__
+    - Follow the recommended upgrade path depending on the current deployed version of
+      the gitlab instance and the allowed versions of the operator
+    - Update the chart version matching the desired gitlab version (should be present on
+      the release page of the operator) in the `gitlab resource declaration
+      <https://gitlab.softwareheritage.org/infra/ci-cd/k8s-swh-private-data/-/blob/master/gitlab-staging/gitlab-staging.yaml>`__
     - Commit and push the change
-    - Wait a couple of minutes to let ArgoCD applies the change
-    - A upgrade of the gitlab services should happen and the launch of a migration pod should be done
-    - After a couple of minutes (could be as long as an hour), the cluster should stabilize if everything is ok (no pending pods, no pods in error, ...)
+    - Wait a couple of minutes to let ArgoCD apply the change
+    - An upgrade of the gitlab services should happen and the launch of a migration pod
+      should be done
+    - After a couple of minutes (could be as long as an hour), the cluster should
+      stabilize if everything is ok (no pending pods, no pods in error, ...)
     - Check the deployed version and the operator logs to check if nothing is wrong
 
 .. code:: shell