Docs Cloud Agentic AI Agents Get Started Get Started with AI Agents Page options Copy as Markdown Copied! View as plain text Ask AI about this topic Add MCP server to VS Code Redpanda Agentic Data Plane is supported only on BYOC clusters running with AWS and Redpanda version 25.3+. It is currently in limited availability. Start here to create your first declarative AI agent. Select an LLM, define behavior, and connect tools from built-in connectors. AI Agents Overview Learn how Redpanda Cloud agents use a declarative approach backed by 300+ built-in connectors to replace custom agent code. Agent Concepts Understand how declaratively configured agents execute reasoning loops, manage context, invoke tools, and handle errors. AI Agent Quickstart Create your first AI agent in Redpanda Cloud that generates and publishes event data through natural language commands. Learn Multi-Tool Agent Orchestration Learn how agents coordinate multiple tools, make decisions based on conversation context, and handle errors through building a customer support agent. Build Multi-Agent Systems for Transaction Dispute Resolution Learn how to build multi-agent systems with domain separation, handle sensitive financial data, and monitor multi-agent execution through transaction investigation. Back to top × Simple online edits For simple changes, such as fixing a typo, you can edit the content directly on GitHub. Edit on GitHub Or, open an issue to let us know about something that you want us to change. Open an issue Contribution guide For extensive content updates, or if you prefer to work locally, read our contribution guide . Was this helpful? thumb_up thumb_down group Ask in the community mail Share your feedback group_add Make a contribution 🎉 Thanks for your feedback! Agents Overview