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All issues › Volume 344, Issue 1 › South Florida News › SF IT AWS

Build Fast, Stay Safe: Sandbox Architecture for AI Workloads (Nov. 12th)

Thursday, November 12th, 2026: 6:30 PM to 8:30 PM EST

Miami AWS User Group session on building safe, self-service sandbox environments for AI experiments on AWS.

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Build Fast, Stay Safe: Sandbox Architecture for AI Workloads (Nov. 12th)

The Miami AWS User Group meets at the AWS MIA18 office in Miami to show how teams set up isolated, disposable experiment environments with guardrails built in from day one.

AWS speakers Luis Guirigay, Worldwide Head of Cloud Infrastructure Solutions, and Peter DeVries of Agentic AI Adoption walk through self-service sandbox architecture using open-source, production-ready patterns.

Topics include Service Control Policies, identity and permission boundaries, and budget automation and cleanup.

They then apply these patterns to AI workloads, covering foundation model usage, GPU and compute sprawl, and cost visibility.

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