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Dev.to
7/3/2026
The original title is: "9 AI Agents, 2 CPU Cores, One Gym: The 3-Layer Architecture"

The original title is: "9 AI Agents, 2 CPU Cores, One Gym: The 3-Layer Architecture"

Original: 9 AI Agents, 2 CPU Cores, One Gym: The 3-Layer Architecture

Short summary

A working case study: 9 AI agents operating a real gym on just 2 CPU cores and 3.6GB RAM (live since April 2026). The 3-layer architecture separates scene operations, behavior verification via Proof of Physical Behavior protocol, and data audits. Core thesis: AI agents + 1 founder + open source can compete with Silicon Valley VC teams by letting AI operate while humans oversee and users own their data.

  • •9 autonomous AI agents running a live gym operation on minimal hardware (2 CPU cores, 3.6GB RAM since April 2026)
  • •3-layer architecture: Momo (scene operations), KinTwin (behavior verification), Stella (data integrity audits)
  • •Thesis: lean AI-first teams with open source can outcompete VC-backed teams through operational autonomy and data ownership

Generated with AI, which can make mistakes.

#ai-agents#ai-tools#open-source
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