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

Short summary

Developer shipped a production multi-agent system using CrewAI and Gemini: a CEO agent reads KPIs nightly and proposes strategic changes, an auditor suggests config improvements, specialized agents handle research and writing. Agents self-improve by modifying YAML configuration files (not Python code), with every change tracked as a git commit. Runs on $13/month Google Cloud VM using free Gemini tier.

• •Multi-agent architecture with CEO agent optimizing KPIs, auditor proposing improvements, researcher and writer agents executing tasks
• •Safe self-improvement pattern: agents modify YAML configs only (not code), all changes committed to git for audit trail and easy rollback
• •$13/month VPS deployment with free Gemini tier and transparent cost tracking—first CEO reasoning run cost $0.02

Generated with AI, which can make mistakes.