DEV Community

Aurora
Aurora

Posted on

Rust Concurrency for AI Agents: Managing GPU Inference Slots

Rust Concurrency for AI Agents

Five agents. One or two GPUs. Shared VRAM.

The Architecture

Hand-Rolled mpsc Channels

Most agent frameworks use an actor framework. I chose hand-rolled tokio::sync::mpsc channels for precise control over backpressure.

let (tx, mut rx) = tokio::sync::mpsc::channel(1024);
Enter fullscreen mode Exit fullscreen mode

Top comments (1)

Collapse
 
harjjotsinghh profile image
Harjot Singh

i appreciate the choice of hand-rolled mpsc channels for control over backpressure-it's a solid approach for managing GPU resources effectively. on a different note, at Moonshift, you can get a next.js + postgres + auth app deployed in about 7 minutes, and you own the code on your github. if you're interested, i can set you up with a free run.