Amazon Managed Service for Apache Flink now offers AI Agent Skills to simplify building and operating Flink applications

Amazon Managed Service for Apache Flink now offers AI Agent Skills that give AI coding assistants expert, up-to-date guidance for building and operating Flink applications. The skills provide expert guidance for common tasks such as creating applications, troubleshooting, scaling, monitoring, networking configuration, and cost optimization.

Customers can leverage these skills to keep Flink applications healthy and performant, accelerate development of new streaming applications, and easily upgrade to latest versions of Apache Flink like Flink 2.2. The skills turn tasks that once required specialized Apache Flink knowledge into a guided experience developers can complete on their own.

You can use the Managed Service for Apache Flink skills with your existing AI coding agent, including Kiro, Claude Code, or Cursor. To get started, configure the Agent Toolkit for AWS using the AWS CLI, then ask your coding agent a question, such as "How do I create a new Flink application on MSF?" or "My Flink application is unhealthy — what's wrong?"