Docs Cloud Agentic AI Agents Build Agents Build Agents Page options Copy as Markdown Copied! View as plain text Ask AI about this topic Add MCP server to VS Code The Agentic Data Plane is supported on BYOC clusters running with AWS and Redpanda version 25.3 and later. Create agents, write effective prompts, and design scalable agent systems. Create an Agent Declaratively configure an agent by choosing an LLM, writing a system prompt, connecting tools from built-in connectors, and setting execution parameters. System Prompt Best Practices Write system prompts that produce reliable, predictable agent behavior through clear constraints and tool guidance. Agent Architecture Patterns Design maintainable agent systems with single-agent and multi-agent patterns based on domain complexity. Troubleshoot AI Agents Diagnose and fix common issues with AI agents including deployment failures, runtime behavior problems, and tool execution errors. 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! Multi-Agent Systems Create an Agent