diff --git a/doc/deployment_guide/deployment_guide.md b/doc/deployment_guide/deployment_guide.md
index d53dd85faef9cdae6e012a0b7a1fa837fadc1a38..319370915adb750240cf39417c8160660ec7451a 100644
--- a/doc/deployment_guide/deployment_guide.md
+++ b/doc/deployment_guide/deployment_guide.md
@@ -3,7 +3,7 @@ The guide includes the details on configuring and installing the machine, instal
 configuring MicroK8s, and deploying and reporting the status of the TeraFlowSDN 
 controller.
 
-# 1.1. Configure your Machine
+## 1.1. Configure your Machine
 
 In this section, we describe how to configure a machine (physical or virtual) to be used as the deployment, execution, and development environment for the ETSI TeraFlowSDN controller. Choose your preferred environment below and follow the instructions provided.
 
@@ -17,10 +17,10 @@ Virtualization platforms tested are:
 - [OpenStack'](#114-openstack1-1-4-openstack)
 - [Vagrant Box](#115-vagrant-box)
 
-## 1.1.1. Physical Server
+### 1.1.1. Physical Server
 This page describes how to configure a physical server for running ETSI TeraFlowSDN(TFS) controller.
 
-### Server Specifications
+#### Server Specifications
 
 **Minimum Server Specifications for development and basic deployment**
 
@@ -50,11 +50,11 @@ For development purposes, it is recommended to run the VSCode IDE (or the IDE of
 Given that TeraFlowSDN follows a micro-services architecture, for the deployment, it might be better to use many clusterized servers with many slower cores than a single server with few highly performant cores.
 
 
-### Clusterized Deployment
+#### Clusterized Deployment
 You might consider creating a cluster of machines each featuring, at least, the minimum server specifications. That solution brings you scalability in the future.
 
 
-### Networking
+#### Networking
 No explicit indications are given in terms of networking besides that servers need access to the Internet for downloading dependencies, binaries, and packages while building and deploying the TeraFlowSDN components.
 
 Besides that, the network requirements are essentially the same than that required for running a classical Kubernetes environment. To facilitate the deployment, we extensively use [MicroK8s](https://microk8s.io/), thus the network requirements are, essentially, the same demanded by MicroK8s, especially, if you consider creating a Kubernetes cluster.
@@ -69,7 +69,7 @@ The minimum required ports to be accessible are:
 Other ports might be required if you consider to deploy addons such as Kubernetes observability, etc. The details on these ports are left appart given they might vary depending on the Kubernetes environment you use.
 
 
-### Operating System
+#### Operating System
 
 The recommended Operating System for deploying TeraFlowSDN is [Ubuntu Server 22.04 LTS](https://releases.ubuntu.com/jammy/) or [Ubuntu Server 20.04 LTS](https://releases.ubuntu.com/focal/). Other version might work, but we have not tested them. We strongly recommend using Long Term Support (LTS) versions as they provide better stability.
 
@@ -101,7 +101,7 @@ Below we provide some installation guidelines:
   - This operation might take some minutes depending on how old is the Optical Drive ISO image you use and your Internet connection speed.
 - Restart the VM when the installation is completed.
 
-### Upgrade the Ubuntu distribution
+#### Upgrade the Ubuntu distribution
 ```bash
 sudo apt-get update -y
 sudo apt-get dist-upgrade -y
@@ -109,11 +109,11 @@ sudo apt-get dist-upgrade -y
 - If asked to restart services, restart the default ones proposed.
 - Restart the VM when the installation is completed.
 
-## 1.1.2. Oracle Virtual Box
+### 1.1.2. Oracle Virtual Box
 
 This page describes how to configure a VM for running ETSI TeraFlowSDN(TFS) controller using [Oracle VirtualBox](https://www.virtualbox.org/). It has been tested with VirtualBox up to version 6.1.40 r154048.
 
-### Create a NAT Network in VirtualBox
+#### Create a NAT Network in VirtualBox
 In "Oracle VM VirtualBox Manager", Menu "File > Preferences... > Network", create a NAT 
 network with the following specifications:
 
@@ -131,7 +131,7 @@ forwarding rules:
 
 __Note__: IP address 10.0.2.10 is the one that will be assigned to the VM.
 
-### Create VM in VirtualBox:
+#### Create VM in VirtualBox:
 
 - Name: TFS-VM
 - Type/Version: Linux / Ubuntu (64-bit)
@@ -148,7 +148,7 @@ __Note__: IP address 10.0.2.10 is the one that will be assigned to the VM.
 
 __Note__: (*) settings to be editing after the VM is created.
 
-### Install Ubuntu 22.04 LTS Operating System
+#### Install Ubuntu 22.04 LTS Operating System
 In "Oracle VM VirtualBox Manager", start the VM in normal mode, and follow the 
 installation procedure.
 Below we provide some installation guidelines:
@@ -179,7 +179,7 @@ Below we provide some installation guidelines:
   - This operation might take some minutes depending on how old is the Optical Drive ISO image you use and your Internet connection speed.
 - Restart the VM when the installation is completed.
 
-#### Upgrade the Ubuntu distribution
+##### Upgrade the Ubuntu distribution
 ```bash
 sudo apt-get update -y
 sudo apt-get dist-upgrade -y
@@ -188,7 +188,7 @@ sudo apt-get dist-upgrade -y
 - Restart the VM when the installation is completed.
 
 
-#### Install VirtualBox Guest Additions
+##### Install VirtualBox Guest Additions
 On VirtualBox Manager, open the VM main screen. If you are running the VM in headless 
 mode, right click over the VM in the VirtualBox Manager window and click "Show".
 If a dialog informing about how to leave the interface of the VM is shown, confirm 
@@ -207,11 +207,11 @@ sudo ./VBoxLinuxAdditions.run
 sudo reboot
 ```
 
-## 1.1.3. VMWare Fusion
+### 1.1.3. VMWare Fusion
 
 This page describes how to configure a VM for running ETSI TeraFlowSDN(TFS) controller using [VMWare Fusion](https://www.vmware.com/products/fusion.html). It has been tested with VMWare Fusion version 12 and 13.
 
-### Create VM in VMWare Fusion:
+#### Create VM in VMWare Fusion:
 
 In "VMWare Fusion" manager, create a new network from the "Settings/Network" menu.
 
@@ -237,7 +237,7 @@ On the next screen press "Customize Settings", save the VM and in "Settings" cha
 
 Run the VM to start the installation.
 
-### Install Ubuntu 22.04.1 LTS Operating System
+#### Install Ubuntu 22.04.1 LTS Operating System
 
 The installation will be automatic, without any configuration required.
 
@@ -258,19 +258,19 @@ The installation will be automatic, without any configuration required.
 
 - Restart the VM when the installation is completed.
 
-### Upgrade the Ubuntu distribution
+#### Upgrade the Ubuntu distribution
 ```bash
 sudo apt-get update -y
 sudo apt-get dist-upgrade -y
 ```
 
-## 1.1.4. OpenStack
+### 1.1.4. OpenStack
 
-## 1.1.5. Vagrant Box
+### 1.1.5. Vagrant Box
 
 Other virtualization environments might be used; in that case, you will need to adapt these instructions to your particular case. If you want to contribute with details on how you used other hypervisors or platforms, [contact](https://labs.etsi.org/rep/tfs/controller/-/wikis/home#contact) the TFS team through Slack.
 
-# 1.2. Install MicroK8s
-# 1.3. Deploy TeraFlowSDN
-# 1.4. WebUI and Grafana Dashboards
-# 1.5. Show Deployment and Logs
+## 1.2. Install MicroK8s
+## 1.3. Deploy TeraFlowSDN
+## 1.4. WebUI and Grafana Dashboards
+## 1.5. Show Deployment and Logs