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

Short summary

A developer built an autonomous multi-agent system using CrewAI and Gemini running on a $13/month VPS with zero spend today. The architecture features a CEO agent reading KPIs nightly and proposing changes, auditor agents evaluating workers, and a novel YAML-config pattern enabling agent self-improvement without code edits. The system is open-sourced and demonstrates a viable pattern for autonomous agent evolution with human oversight.

• •Autonomous multi-agent system built with CrewAI + Gemini on $13/month VPS; zero cost using free tier + GCP credits
• •CEO agent uses real KPIs to reason about strategy; auditor agents propose improvements via YAML config changes (not code)
• •Open-sourced on GitHub; demonstrates working pattern for agent self-improvement with metrics-driven human-in-the-loop oversight

Generated with AI, which can make mistakes.