AI Agent Isolation Lab
An on-demand Coder deployment on Azure Kubernetes Service (AKS) for exploring how AI coding agents (Claude Code, GitHub Copilot CLI) can run in profile-driven, network-isolated workspaces — with a real, inspectable enforcement mechanism behind every claim, not just a slide.
What the lab covers
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Overview
Why this exists, and what it does (and doesn't) enforce today
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AI-Driven Dev
Interactive workspaces, IDE + agent selection
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AI Agent Isolation
Profile-based egress enforcement, access patterns, secrets
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AI-Driven Task Automation
Autonomous Coder Tasks and MCP tool integration
Start the lab
The AKS cluster backing this lab is stopped when nobody's using it to save cost. Click Launch and enter your access code to wake it up — this usually takes a few minutes the first time, since AKS has to bring nodes back online before Coder itself is reachable.