diff --git a/versioned_docs/version-2.2.1/learn/beginner/crud-application.md b/versioned_docs/version-2.2.1/learn/beginner/crud-application.md
index c24ee026ec..f5e12ed8e1 100644
--- a/versioned_docs/version-2.2.1/learn/beginner/crud-application.md
+++ b/versioned_docs/version-2.2.1/learn/beginner/crud-application.md
@@ -49,7 +49,7 @@ For the Todo API, we need two tables, Users and Todos, let's edit the migrations
 To create the users table, navigate to the `db/migrations` directory and edit `001.do.sql` file, and add the schema below:
 
 ```sql
-CREATE TABLE IF NOT EXISTS User (
+CREATE TABLE IF NOT EXISTS Users (
     id INTEGER PRIMARY KEY,
     username TEXT NOT NULL UNIQUE,
     password TEXT NOT NULL,
@@ -60,13 +60,16 @@ CREATE TABLE IF NOT EXISTS User (
 And let's edit the `migrations/001.undo.sql` file to look like this:
 
 ```sql
-DROP TABLE User;
+DROP TABLE Users;
 ```
+:::note
+To ensure the OpenAPI specification accurately reflects your API endpoints, it's essential to use plural table names.
+:::
 
 Before we apply the migrations, let's create a new table for our Todos, to do that create another file `002.do.sql` and inside it, add the schema for your Todos table.
 
 ```sql
-CREATE TABLE IF NOT EXISTS Todo (
+CREATE TABLE IF NOT EXISTS Todos (
     id INTEGER PRIMARY KEY,
     user_id INTEGER,
     title TEXT NOT NULL,
@@ -79,7 +82,7 @@ CREATE TABLE IF NOT EXISTS Todo (
 And again, add a new file `002.undo.sql` to drop the table.
 
 ```sql
-DROP TABLE Todo;
+DROP TABLE Todos;
 ```
 
 :::note
@@ -118,4 +121,4 @@ You should get a **200 OK** status code for a successful request.
 
 ## Conclusion
 
-Congratulations! You have successfully created a simple Todo API using Platformatic. This tutorial covered the basics of setting up a Platformatic project, defining a schema, configuring the service, and creating API endpoints. For more advanced features and configurations, refer to the [Platformatic API Documentation](../../cli.md).
\ No newline at end of file
+Congratulations! You have successfully created a simple Todo API using Platformatic. This tutorial covered the basics of setting up a Platformatic project, defining a schema, configuring the service, and creating API endpoints. For more advanced features and configurations, refer to the [Platformatic API Documentation](../../cli.md).
diff --git a/versioned_docs/version-2.2.1/learn/images/plt-endpoints.png b/versioned_docs/version-2.2.1/learn/images/plt-endpoints.png
index cac5f01cdb..edaf119c5d 100644
Binary files a/versioned_docs/version-2.2.1/learn/images/plt-endpoints.png and b/versioned_docs/version-2.2.1/learn/images/plt-endpoints.png differ