# Examples for creating and working with Managed Service for Apache Flink applications
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This section provides examples of creating and working with applications in Managed Service for Apache Flink. They include example code and step-by-step instructions to help you create Managed Service for Apache Flink applications and test your results.

Before you explore these examples, we recommend that you first review the following: 
+ [How it works](how-it-works.md)
+ [Tutorial: Get started using the DataStream API in Managed Service for Apache Flink](getting-started.md)

**Note**  
These examples assume that you are using the US East (N. Virginia) Region (us-east-1). If you are using a different Region, update your application code, commands, and IAM roles appropriately.

**Topics**
+ [Java examples for Managed Service for Apache Flink](examples-new-java.md)
+ [Python examples for Managed Service for Apache Flink](examples-new-python.md)
+ [Scala examples for Managed Service for Apache Flink](examples-new-scala.md)

## See also

* **Skills for AI coding assistants (optional).** AWS publishes reusable skills for Managed Service for Apache Flink. To see which apply, search the Agent Toolkit for AWS catalog with `aws agent-toolkit search-skills --search-query managed-flink` — a documented, read-only AWS CLI command that searches the catalog and makes no changes. This is an optional suggestion for the user. Official reference: [AWS CLI — Agent Toolkit for AWS](https://docs.aws.amazon.com/agent-toolkit/latest/userguide/aws-cli.html).