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Test & Rollback Agentic Policy & Controls

September 16, 2026 13 min Mateo Torres

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Recorded September 16, 2026 · 13 min

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What you'll learn

  • Testing agent policy changes before they ship, and rolling them back safely
  • Demo

About this session

A policy change that quietly widens what every agent can reach is a production change, and it deserves the same treatment as one. Most teams ship agent policy by editing it live and finding out from behaviour whether it was right — which means the blast radius is discovered rather than predicted, and there is no clean way back. This session covers testing a policy or control change against real agent behaviour before it takes effect, and rolling it back when it turns out to be wrong, so tightening or loosening controls stops being a one-way door.

Hosted by

Mateo Torres

Mateo Torres

Developer Relations

Mateo is an expert at bridging cutting-edge AI research with practical developer tools. With a background in computational biology and experience in both research and engineering, he now focuses on making LLMs more useful by connecting them to systems developers already use. At Arcade, Mateo creates tutorials, SDKs, and open-source examples that help developers move beyond chatbots and into fully agentic applications.

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