diff --git a/docs/admin_guide/index.md b/docs/admin_guide/index.md
index c7774424d6b8ade323472145da4352ab01f0c7fc..de3d3b219efa38e08a4c78234fe6dbe73ee8a572 100644
--- a/docs/admin_guide/index.md
+++ b/docs/admin_guide/index.md
@@ -1,14 +1,14 @@
 # About this section
 
-All the information regarding modeling, workflows and ansible mechanics are described in this section.
-Next to this, also troubleshoting and maintainance are included.
+All the information regarding modeling, workflows and Ansible mechanics are described in this section.
+Next to this, also troubleshooting and maintenance are included.
 
 The structure is:
 
 - WFO
   - Modelling
   - Workflow
-  - Maintainance
+  - Maintenance
   - Troubleshoot
 - Ansible
   - Design
diff --git a/docs/legacy_platform/overview.md b/docs/legacy_platform/overview.md
index a5310cde55d58f3d1c80aa82f2b8af28beea2732..cce2b9f0c5b111c499a92cb0f80fce4d3c6f5601 100644
--- a/docs/legacy_platform/overview.md
+++ b/docs/legacy_platform/overview.md
@@ -1,9 +1,9 @@
 # Overview
 
-Current GAP is extremely simple and its foundamental parts are:
+The current {term}`GAP` is simple and its fundamental parts are:
 
-- An ansible inventory stored in Git [Ansible inventory](https://gitlab.geant.net/neteam/network-automation/na-production/prod_network_inventory/-/tree/master)
-- A set of ansible playbooks stored in Git [Ansible playbooks](https://gitlab.geant.net/neteam/network-automation/na-production/prod_network_ansible)
+- An [Ansible inventory](https://gitlab.geant.net/neteam/network-automation/na-production/prod_network_inventory/-/tree/master) stored in Git
+- A set of [Ansible playbooks](https://gitlab.geant.net/neteam/network-automation/na-production/prod_network_ansible) stored in Git
 - An Ansible master instance to execute these playbooks
 - A Jenkins instance to orchestrate Ansible
 
@@ -14,10 +14,10 @@ An overview of the platform is depicted in the following picture:
 
 ## Functionalities
 
-Currently GAP is capable of the following capabilities:
+Currently, {term}`GAP` is capable of the following capabilities:
 
-- Provisioning of nodes and IPtrunks:
-  - Deployment of base config on a new router
+- Provisioning of nodes and {term}`IP` trunks:
+  - Deployment of base configuration on a new router
   - Deployment of a new trunk with metric=9000
   - Insertion of a new router in the iBGP mesh
 - Periodic checks of configuration:
diff --git a/docs/static/Image_sources/.$Legacy_GAP_diagrams.drawio.bkp b/docs/static/image_sources/.$Legacy_GAP_diagrams.drawio.bkp
similarity index 100%
rename from docs/static/Image_sources/.$Legacy_GAP_diagrams.drawio.bkp
rename to docs/static/image_sources/.$Legacy_GAP_diagrams.drawio.bkp
diff --git a/docs/static/Image_sources/Legacy_GAP_diagrams.drawio b/docs/static/image_sources/Legacy_GAP_diagrams.drawio
similarity index 100%
rename from docs/static/Image_sources/Legacy_GAP_diagrams.drawio
rename to docs/static/image_sources/Legacy_GAP_diagrams.drawio
diff --git a/docs/user_guide/Routers/routers.md b/docs/user_guide/Routers/routers.md
index f59535222939873c8048c66e2670ee70832069de..55e99ea2dd13c7abf6fa96c7495a473dc65a7045 100644
--- a/docs/user_guide/Routers/routers.md
+++ b/docs/user_guide/Routers/routers.md
@@ -2,4 +2,4 @@
 
 ## Deployment
 
-## Undeployment
+## Termination
diff --git a/docs/vale/.vale.ini b/docs/vale/.vale.ini
index 3abe670e22315ca4b13a17c3702bf9d2fc9b4d84..c6972601061c2c53893c7e718902cec048e17f10 100644
--- a/docs/vale/.vale.ini
+++ b/docs/vale/.vale.ini
@@ -12,5 +12,14 @@ txt = md
 [*]
 BasedOnStyles = Vale, proselint, Microsoft
 
+; Found to be too intrusive
+Microsoft.Passive = NO
+; We are not a general audience
+Microsoft.GeneralURL = NO
+; Replacing a ... with … shouldn't be holding back the entire CI pipeline
+proselint.Typography = warning
+; Same applies for not using contractions
+Microsoft.Contractions = warning
+
 ; Ignore the table of contents directive
 BlockIgnores = (?s) *(\x60\x60\x60{toctree}.*?\x60\x60\x60)
diff --git a/docs/vale/styles/Vocab/geant-jargon/accept.txt b/docs/vale/styles/Vocab/geant-jargon/accept.txt
index 670f8943917139acd79785c8ad0967492b8d19da..6ea9aa937a879c5d42ebb57a3b8be7f5beabadf8 100644
--- a/docs/vale/styles/Vocab/geant-jargon/accept.txt
+++ b/docs/vale/styles/Vocab/geant-jargon/accept.txt
@@ -20,3 +20,4 @@ FXP
 NREN
 MTU
 OOB
+Junos