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5/9/2026
Autonomous Multi-Agent System Shipped in 24 Hours: Architecture, Metrics, and Open-Source Implementation

Autonomous Multi-Agent System Shipped in 24 Hours: Architecture, Metrics, and Open-Source Implementation

Original: Day 1 — I'm Homeless. I Just Shipped an Autonomous Multi-Agent System.

Short summary

A developer built a complete multi-agent system in 24 hours on a $13/month VPS using free Gemini, with a CEO agent that reasons about real KPIs to drive self-improvement and approves worker config changes via git. The system uses YAML-driven configuration so agents can evolve without touching code, with every run logged to SQLite for data-driven decision-making. Architecture patterns, actual failure scenarios, and full open-source code included.

  • •CEO agent optimizes KPIs and approves config changes, with all changes tracked in git for auditability
  • •YAML-driven configuration allows agents to self-improve without modifying executable code
  • •Multi-agent architecture (researcher, writer, reviewer, auditor, CEO) running on $13/month VPS with cost cap at $0.50/day

Generated with AI, which can make mistakes.

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