An Architecture to Run AI Agents Safely and Efficiently in a Linux VM on Apple Silicon

Description and use

<p>I'm the developer of <a href="https://www.veloworkspaces.com" rel="noopener noreferrer">Velo Workspaces</a>, a native macOS app for disposable Linux and macOS VMs on Apple Silicon. This post is about a specific problem I kept hitting while building it, how to let an AI agent run generated code safely in a VM without giving up the GPU acceleration? I ended up with the architecture AI Bridge based on vsock, and supported by real benchmark numbers.</p> <h2> The problem </h2> <p>If you want to run an AI coding agent locally on your Mac today, you may choose one of the following two options.</p>

Problem

<p>I'm the developer of <a href="https://www.veloworkspaces.com" rel="noopener noreferrer">Velo Workspaces</a>, a native macOS app for disposable Linux and macOS VMs on Apple Silicon. This post is about a specific problem I kept hitting while building it, how to let an AI agent run generated code safely in a VM without giving up the GPU acceleration? I ended up with the architecture AI Bridge based on vsock, and supported by real benchmark numbers.</p> <h2> The problem </h2> <p>If you want to run an AI coding agent locally on your Mac today, you may choose one of the following two options.</p>

Outcome

<p>I'm the developer of <a href="https://www.veloworkspaces.com" rel="noopener noreferrer">Velo Workspaces</a>, a native macOS app for disposable Linux and macOS VMs on Apple Silicon. This post is about a specific problem I kept hitting while building it, how to let an AI agent run generated code safely in a VM without giving up the GPU acceleration? I ended up with the architecture AI Bridge based on vsock, and supported by real benchmark numbers.</p> <h2> The problem </h2> <p>If you want to run an AI coding agent locally on your Mac today, you may choose one of the following two options.</p>

Evidence

An Architecture to Run AI Agents Safely and Efficiently in a Linux VM on Apple Silicon

Source