# Agentic Series: For builders moving to production

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## Email content

Inside the Agentic Data Plane for IT Leaders

Hi there,

Part of the series: Inside the Agentic Data Plane.

For builders, the challenge isn’t getting agents to work—it’s getting them to work reliably in production.

In this session, we’ll break down what changes when agent-driven systems move beyond prototypes—and what it takes to design systems with the right control, observability, and data access.

We’ll cover:

Why production agent systems need a control layer

Where most teams run into issues

How to think about operating agentic systems at scale

Register Now

See you there,

Team Redpanda

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