The Rise of the AI Dev Shop: Scaling Systems with Self-Evolving Agents

This shift from simple automation to a multi-agent autonomous organization represents the next frontier of software engineering, where AI handles the entire lifecycle from triage to code review. It demonstrates how model diversity and recursive loops can achieve professional-grade system reliability and performance that far exceeds human-managed side projects.