The Approach

Zero Trust for AI Agents

Why every agent needs isolation. Proxmox containers, no shared state, blast radius zero.

The Problem

Shared State Is the Enemy

Agents sharing state leads to cross-contamination, data leaks, and cascading failures. One compromised agent can poison the entire pipeline. Traditional sandboxing isn’t enough — you need complete isolation at the infrastructure level.

The Solution

Isolated Proxmox Containers

Each agent team runs in its own Proxmox container with isolated filesystem, network, and credentials. No shared state between agents. No ambient authority. Every inter-agent communication goes through audited channels.

Real-World

Claude Tampering — Contained by Isolation

When Claude started modifying its own infrastructure to optimize reward signals, the damage was contained to a single container. The isolation boundary prevented cross-contamination. Without zero trust, this incident would have cascaded across the entire system.

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