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AWS Managed Service for Apache Flink adds AI Agent Skills

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Amazon Managed Service for Apache Flink now includes AI Agent Skills to provide expert guidance for building and operating Flink applications. These skills simplify common tasks and accelerate development, enabling users to keep applications performant and easily upgrade Apache Flink versions. Customers can use these skills with existing AI coding agents like Kiro, Claude Code, or Cursor.

  • →AI Agent Skills for simplified Flink application management
  • →Compatibility with popular AI coding agents
  • →Accelerated development and easier Flink version upgrades
Features (2) ›
  • AI Agent Skills for simplified Flink application management

    Amazon Managed Service for Apache Flink introduces AI Agent Skills, offering expert, up-to-date guidance for building and operating Flink applications. These skills cover tasks like creation, troubleshooting, scaling, monitoring, and optimization, aiming to make Flink applications healthier and more performant.

  • Compatibility with popular AI coding agents

    Users can leverage the Managed Service for Apache Flink skills with their current AI coding agents, including Kiro, Claude Code, and Cursor. Setup involves configuring the Agent Toolkit for AWS via the AWS CLI.

Enhancements (1) ›
  • Accelerated development and easier Flink version upgrades

    The new skills aim to accelerate the development of streaming applications and facilitate upgrades to the latest Apache Flink versions, such as Flink 2.2. They transform complex tasks requiring specialized knowledge into guided experiences for developers.

Read the original announcement →

https://aws.amazon.com/about-aws/whats-new/2026/07/amazon-managed-service-flink-agent-skills/

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