How AI Agents Autonomously Build, Deploy, and Improve 25 Production Websites

This project demonstrates that AI agents can manage entire portfolios of production systems with minimal human oversight. The 'ratchet mechanism'—which continuously measures performance, reverts failures, and automatically improves underperforming agents—proves that self-correcting AI systems don't need constant human supervision. This model suggests a new paradigm for deploying and maintaining digital products at scale with autonomous systems.