Build Generative UI for AI Agents on Amazon Bedrock

Ryan Razkenari· June 30, 2026 View original

▶ The 2-minute explainer

Summary

This post details how to construct interactive frontends for AI agents on Amazon Bedrock AgentCore using the AG-UI protocol, further enhanced by CopilotKit for generative UI, shared state, and human-in-the-loop capabilities.

The article provides a comprehensive guide on developing dynamic user interfaces for AI agents hosted on Amazon Bedrock AgentCore. It outlines the integration of the AG-UI protocol within the Fullstack AgentCore Solution Template (FAST) to facilitate the creation of interactive agent frontends. Furthermore, the post explains how CopilotKit can be utilized to extend these capabilities, introducing generative UI elements, enabling shared state management, and incorporating human-in-the-loop interaction mechanisms. All these components are designed to be deployed and managed within the Amazon Bedrock AgentCore environment, offering a robust framework for advanced AI agent development.

Why it matters

Professionals can learn to build more sophisticated and user-friendly interfaces for their AI agents, improving user experience and enabling more complex human-AI collaboration.

How to implement this in your domain

  1. 1Familiarize yourself with Amazon Bedrock AgentCore and its capabilities.
  2. 2Explore the AG-UI protocol for defining agent frontends.
  3. 3Integrate AG-UI into the Fullstack AgentCore Solution Template (FAST) for foundational UI development.
  4. 4Investigate CopilotKit to add generative UI, shared state, and human-in-the-loop features.
  5. 5Deploy and test your interactive AI agent frontends on Amazon Bedrock.

Who benefits

Software DevelopmentAI/MLCustomer ServiceEnterprise ITProduct Management

Key takeaways

  • AG-UI protocol enables interactive agent frontends on Bedrock.
  • CopilotKit extends functionality with generative UI and human interaction.
  • Amazon Bedrock AgentCore provides the deployment environment.
  • Building better UIs enhances AI agent utility and user experience.

Original post by Ryan Razkenari

"This post walks through how AG-UI integrates into the Fullstack AgentCore Solution Template (FAST) to build interactive agent frontends on Amazon Bedrock AgentCore. We then show how CopilotKit extends this with generative UI, shared state, and human-in-the-loop interactions, all…"

View on X

Originally posted by Ryan Razkenari on X · view source

Want to go deeper?

Turn these trends into skills with Learnijoy's hands-on AI & tech courses.

Explore courses