diff --git a/docs/2._Configuration/3-edit-initial-configuration.md b/docs/2._Configuration/3-edit-initial-configuration.md
index 9ac81b75df4b181ae0a8fea02e54c16485ae6f0f..e9f27a3e74e915c24da56183d64e8b465ef9a6e0 100644
--- a/docs/2._Configuration/3-edit-initial-configuration.md
+++ b/docs/2._Configuration/3-edit-initial-configuration.md
@@ -1,12 +1,12 @@
 # Edit initial configuration
 
-Users have the possibility of editing the initial manifest in order to provide new configurations.
-
-This needs to be done through the YAML manifest as shown below.
+Users have the possibility of editing the initial manifest in order to provide new configurations. 
 
 !!! warning
-    The `grafana.ini` segment is populated from the `spec` element, and any explicit change to the `grafana.ini` file will be lost.
-    See <https://grafana.com/docs/grafana/latest/administration/configuration/> for a full list of possible configurations to be used under the `spec` element.
+    As of now, whenever a user wants to add a new parameter/configuration to the `grafana.ini` file, this change must be done through the Custom Resource YAML manifest. The `grafana.ini` segment is populated from the `spec.config` element, and any explicit change to the `grafana.ini` file will be lost.
+    See <https://grafana.com/docs/grafana/latest/administration/configuration/> for a full list of possible configurations to be used under the `spec.config` element.
+
+For example, let's assume a user wants to add a new `[smtp]` configuration to the `grafana.ini` file. The procedure will be as follows:
 
 Under the `Administrator` environment, go to `Operators` and then to `Installed Operators`. Select your project and go to the `Grafana` tab:
 
@@ -24,6 +24,44 @@ In here, under `spec`, you can edit any of the values made available by the Oper
 
 ![image-26.png](../assets/image-26.png)
 
+For the aforementioned `[smtp]` use case, our YAML must contains the following:
+
+```yaml
+spec:
+  config:
+    analytics:
+      check_for_updates: true
+    auth:
+      disable_login_form: true
+      oauth_auto_login: true
+    auth.basic:
+      enabled: false
+    ...
+    # Our new configuration. Be aware of the indentation
+    smtp:
+      enabled: true
+      host: "cernmx.cern.ch:25"
+      from_address: "my-awesome-grafana@cern.ch"
+    ...
+```
+
+Eventually, this new `[smtp]` configuration will be **automagically** populated to the corresponding `grafana.ini`, and **no further action from the user is needed**. It will look as follows:
+
+```text
+[analytics]
+check_for_updates = true
+[auth]
+disable_login_form = true
+oauth_auto_login = true
+...
+[smtp]
+enabled = true
+host = "cernmx.cern.ch:25"
+from_address = "my-awesome-grafana@cern.ch"
+```
+
+Same applies for all configurations contained under <https://grafana.com/docs/grafana/latest/administration/configuration/>
+
 Finally click <kbd>Save</kbd> to save your edition.
 
 !!! info