This thing is ranked number one on GitHub right now.

@duncanrogoff

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SoundTikTok sound · original sound - duncanrogoff

Promoted product

Ruflow

Contribute to henryalouf/ruflow development by creating an account on GitHub.

2 videos2 creators

Why it worked

The video leverages the 'trending on GitHub' social proof and promises a specific, high-value technical benefit (cutting token costs by 50%) to capture the attention of developers and AI enthusiasts.

Summary

The creator introduces RuFlow, an open-source AI orchestration platform that manages a swarm of 60+ specialized agents to automate coding tasks. He explains how the tool optimizes token usage and model routing before inviting viewers to DM for the setup link.

Structure

1Hook highlighting the tool's popularity
2Introduction to RuFlow and its agent swarm architecture
3Explanation of the agent hierarchy and collective memory
4Demonstration of intelligent model routing for cost efficiency

Original caption

Most people run one AI agent… this runs 60.RuFlow plugs into Claude Code and handles research, coding, testing, all at once. Smart routing = cheaper + faster Shared memory = better results over time But if your inputs are bad, output will still suck. DM “flow” and I’ll send you the setup link. #aitools #claudecode #aiagents #automation #tiktoktech

More from @duncanrogoff

Product placement

The video is a direct demonstration of the RuFlow GitHub repository and its functionality, with the creator explaining its features while showing screen recordings of the code and terminal output.

Call to action

DM "flow" and I'll send you the link.

On-screen text

This thing is ranked number one on GitHub right now. 60+ Specialized Agents Coordinated swarms with 5 consensus protocols Queen agents Researching Coding Testing Reviewing Reduce token usage upto 50% Extent claude usage by 250% Open source Completely free #1 on GitHub DM "Flow"

Transcript

This thing is ranked number one on GitHub right now. And it's completely free. And almost nobody has set this up yet. So here's the deal. It's called RuFlow, and basically what it does is it spins up 60 plus AI agents that all work together to build whatever you want. And they actually get better after every single run. Pretty freaking cool. So you got queen agents that manage the teams and tactical agents that handle all the actual work. Researching, coding, testing, reviewing, all of it. And they all share a collective memory so they improve over time. But here's the thing that makes this insane. It figures out how complex your task is and routes it to the right model automatically. Simple task goes to a cheap model. Complicated task goes to a powerful one. So you can cut your token usage by up to 50% and extend your Claude code usage by 250%. That's nuts. It's open source, completely free, and ranked number one on GitHub. Not bad. DM flow and I'll send you the link.