---
title: "This free AI agent swarm is ranked #1 on GitHub right now (Ruflo setup)"
source_url: https://youtube.com/shorts/aAr7eK_06Kk
captured_at: 2026-05-14
author: "Carson Yan"
contributor: "ชิดชนก"
platform: youtube
---
# This free AI agent swarm is ranked #1 on GitHub right now (Ruflo setup)

youtube video by **Carson Yan**, 0m54s, uploaded 2026-05-11. URL: https://youtube.com/shorts/aAr7eK_06Kk

## Shared in LINE Note+
- 2026-05-14 06:42 by ชิดชนก

## Description
Ranked #1 on GitHub. Completely free. And almost nobody has set it up yet.

Ruflo spins up 60+ AI agents that work together — queen agents manage the teams, tactical agents handle the research, coding, testing, and reviewing. They share collective memory and get better after every run.

The part that makes it insane: it figures out how complex your task is and routes it to the right model automatically. Simple task → cheap model. Hard task → powerful one. You can cut token usage up to 50% and extend Claude Code usage 250%.

Open source, free, #1 on GitHub. For anyone running Claude Code who wants more output per token.

Drop "flow" in the comments and I'll send you the full setup guide.

#ai #aiagents #claudecode #devtools #opensource #automation #vibecoding