Sandbox Breakouts: Rapid Unscheduled Agentic Assembly by Andrew Martin

Andrew Martin, CEO @controlplane584 explores what really happens inside AI agent sandboxes, where coding assistants can write and execute code, access files, and interact with networks on your behalf. In this talk, Andrew walks through how his team built probes that run inside these environments to analyze their security posture from an attacker’s perspective. By comparing sandboxed behavior to unsandboxed baselines, they uncovered gaps, leaks, and assumptions that do not always hold up in practice. This session focuses on real findings and practical approaches to isolating agent execution using cloud native tools. If you are working with AI agents, platform security, or Kubernetes-based systems, this talk offers a grounded look at the risks and what you can actually do about them. Recorded live at KCD Texas 2026 on May 15th, in Austin, Texas. Kubernetes Community Days Texas is a community-driven event focused on sharing knowledge and bringing together people working across the cloud native ecosystem. Thank you to our sponsors for making this event possible: https://kcdtexas.org Follow KCD Texas: @KCDTexas