diff --git a/get-started/in-a-nutshell.md b/get-started/in-a-nutshell.md
index 899b36645..6a78e943f 100644
--- a/get-started/in-a-nutshell.md
+++ b/get-started/in-a-nutshell.md
@@ -75,7 +75,7 @@ git clone https://github.com/sap-samples/cloud-cap-samples-java bookshop
 
 :::
 
-> When comparing the code from the *cap/samples* on GitHub to the snippets given in the sections below you will recognise additions showcasing enhanced features. So, what you find in there is a superset of what we describe in this getting started guide.
+> Note: When comparing the code from the *cap/samples* on GitHub to the snippets given in the sections below you will recognise additions showcasing enhanced features. So, what you find in there is a superset of what we describe in this getting started guide.
 
 
 
@@ -354,7 +354,7 @@ Open _<http://localhost:4004>_ / _<http://localhost:8080>_ in your browser and s
 
 ![Generic welcome page generated by CAP that list all endpoints. Eases jumpstarting development and is not meant for productive use.](assets/in-a-nutshell/welcome.png){style="width:450px; box-shadow: 1px 1px 5px #888888"}
 
-> User `alice` is a [default user with admin privileges](../node.js/authentication#mocked). Use it to access the _/admin_ service. You don't need to enter a password.
+> Note: User `alice` is a [default user with admin privileges](../node.js/authentication#mocked). Use it to access the _/admin_ service. You don't need to enter a password.
 
 </div>
 
@@ -362,7 +362,7 @@ Open _<http://localhost:4004>_ / _<http://localhost:8080>_ in your browser and s
 
 <img src="./assets/in-a-nutshell/welcome_java.png" alt="Generic welcome page generated by CAP that list all endpoints. Eases jumpstarting development and is not meant for productive use." style="zoom:40%;" />
 
-> User `authenticated` is a [prepared mock user](../java/security#mock-users) which will be authenticated by default. Use it to access the _/admin_ service. You don't need to enter a password.
+> Note: User `authenticated` is a [prepared mock user](../java/security#mock-users) which will be authenticated by default. Use it to access the _/admin_ service. You don't need to enter a password.
 
 </div>
 
@@ -440,7 +440,7 @@ After you've added these files, `cds watch` restarts the server with output, tel
 /> successfully deployed to in-memory database.
 ```
 
-> This is the output when you're using the [samples](https://github.com/sap-samples/cloud-cap-samples). It's less if you've followed the manual steps here.
+> Note: This is the output when you're using the [samples](https://github.com/sap-samples/cloud-cap-samples). It's less if you've followed the manual steps here.
 
 </div>
 
@@ -469,9 +469,9 @@ Now that we've a connected, fully capable SQL database, filled with some initial
 - _[…/Authors?$search=Bro](http://localhost:8080/odata/v4/AdminService/Authors?$search=Bro)_ {.impl .java}
 - _[…/Authors?$expand=books($select=ID,title)](http://localhost:8080/odata/v4/AdminService/Authors?$expand=books($select=ID,title))_ {.impl .java}
 
-> Use [_alice_](../node.js/authentication#mocked) as user to query the `admin` service. You don't need to enter a password. {.impl .node}
+> Note: Use [_alice_](../node.js/authentication#mocked) as user to query the `admin` service. You don't need to enter a password. {.impl .node}
 
-> Use [_authenticated_](../java/security#mock-users) to query the `admin` service. You don't need to enter a password. {.impl .java}
+> Note: Use [_authenticated_](../java/security#mock-users) to query the `admin` service. You don't need to enter a password. {.impl .java}
 
 [Learn more about **Generic Providers**.](../guides/providing-services){.learn-more}
 [Learn more about **OData's Query Options**.](../advanced/odata){.learn-more}