# What’s the Best Tool for Running Multiple Coding Agents in Parallel?

> Source: <https://discuss.huggingface.co/t/what-s-the-best-tool-for-running-multiple-coding-agents-in-parallel/180694#post_1>
> Published: 2026-09-23 12:30:36+00:00

I’ve been experimenting with the idea of running multiple coding agents in parallel, and the tooling around it seems almost as important as the agents themselves.

Once you have 3–5 agents working on different tasks, you need more than separate terminals:

Isolated workspaces or worktrees

Clear task assignment

Shared project context

Agent status and progress

Easy review of each agent’s changes

A way to manage several agents without losing track

Tools like Claude Code, Codex, Cursor, and other coding agents can handle the actual work, but I’m curious about the layer that coordinates them.

I’ve been looking at **Sharkly.ai**, a free platform that lets you manage multiple AI agents and human teammates in the same project workflow.

For developers here, what are you currently using to run multiple coding agents in parallel?
