💥 I built a desktop multi-agent system that outperforms Codex and Claude Code

seeksky — Sat, 28 Mar 2026 15:27:29 +0000

🚀 One person = one company? I actually built it.

Just open-sourced this:

👉 github: https://github.com/golutra/golutra

🎬 Demo: https://www.youtube.com/watch?v=KpAgetjYfoY&t=113s

You can spin up your own AI swarm (agent team) and let them work together:

writing code
running tasks
maintaining projects
managing your content / social media
role-playing workflows
even running 24/7 nonstop

The key idea isn’t “one AI”.

It’s:
👉 a fully customizable multi-agent architecture + workflow system

What it can already do:

🐝 Multi-agent collaboration
→ agents split roles and work like a real team

⚙️ Flexible workflows
→ adapt to different industries and use cases

📦 Reusable CLI templates
→ no need to rebuild everything from scratch

⏱ Long-running execution
→ agents can operate continuously like real “AI employees”

Where this is going:

👉 run autonomously for a month with zero human intervention
👉 AI creates new agents automatically (infinite scaling)
👉 agents evolve and optimize their own structure
👉 migrate across devices/environments and keep running
👉 evolve from a “tool” → into a digital life system

💥 I think dev jobs are about to change (this github repo is why)

seeksky — Sat, 28 Mar 2026 15:20:28 +0000

I just found this:

👉 https://github.com/golutra/golutra

And honestly… this might be one of those “wait, this changes things” moments.

🧠 Imagine this:

You open your terminal…

But instead of you working,
a team of AI agents starts working for you.

one writes code
one debugs
one runs tests
one deploys

All at the same time. No tab switching. No context switching.

You just say what you want.

⚡ This isn’t Copilot

Copilot = autocomplete
This = parallel execution system

👉 It turns your CLI into an AI command center
👉 Multiple agents running simultaneously
👉 Tasks get orchestrated automatically
👉 You can literally inject instructions into running processes

🔥 The craziest part?

You don’t migrate anything.

no new framework
no new workflow
no relearning

It just wraps around what you already use.

🤯 So here’s the uncomfortable question:

If one person can run 5–10 agents in parallel…
how many engineers does a team actually need?

🧨 This could go two ways:

Best case:

massive productivity boost
solo builders shipping like startups
“one-person companies” become normal

Worst case:

debugging turns into chaos
agents fighting each other
you become a “manager of hallucinations”
👀 Either way, this feels like a shift:

From:

writing code

To:

orchestrating intelligence

❓ Real question:

Are we still “developers” in this model…

or are we becoming
AI team managers?

Curious what people think:

hype or real shift?
would you actually trust multiple agents running your workflow?
is this the future… or just complexity with good marketing?

DEV Community: seeksky

💥 I built a desktop multi-agent system that outperforms Codex and Claude Code

💥 I think dev jobs are about to change (this github repo is why)