MetaGPT | Foundation Agents | Marketing | Solution Engineer | Go‑to‑Market & User Growth | Chinese & English | MGT & BA

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Bill Xu  • Peerlist

<p>Atoms is built by the team behind MetaGPT and OpenManus, trusted by over one million builders worldwide. It is your Vibe Business team: an AI system that takes an idea and runs the full loop from research to deployment. Powered by open source models, Atoms has internal benchmark points where it reaches up to 45 percent better performance than strong proprietary stacks, and other points where it reaches up to 80 percent lower cost. These are different positions on the trade off curve, not the same run. Inside Atoms, a multi agent team handles the entire business path: DeepResearch on markets and competitors, PRD generation, full stack development including authentication, database and Stripe integration, SEO content, and data analytics. Everything runs through a simple chat interface. No setup, no configuration. You describe what you want, review the plan, and approve. Atoms builds the rest. This marks a shift from scaling by hiring to scaling with silicon. Your business no longer scales only with headcount. It scales with compute. You do not ship code. You make decisions. Atoms runs the loop.</p>