Build streaming applications on Amazon Managed Service for Apache Flink with AI-assisted guidance

This article introduces AI-assisted guidance tools for building Apache Flink streaming applications on AWS Managed Service for Apache Flink through Kiro Power and Agent Skills.

• Kiro Power and Agent Skills provide AI-guided development for Flink applications across multiple IDEs
• Guidance covers architecture, state management, connectors, performance optimization, and best practices
• Compatible with Kiro IDE, Cursor, Claude Code, and other Agent Skills-compatible tools
• Helps identify performance bottlenecks, reliability risks, and compatibility issues in existing code
• Supports Flink 1.x to 2.2 migration with automated compatibility detection and refactoring guidance
• Includes example: building Kinesis-to-Kinesis streaming pipeline with windowed aggregations
• Provides step-by-step deployment guidance using CloudFormation and infrastructure-as-code
• Installation available per-project or globally across projects via GitHub repository

The tool streamlines Flink development by catching production issues during development, automating best practices, and simplifying complex migration tasks with AI assistance.