How We Built a Self-Evolving AI Team with OpenClaw

The team built a self-evolving multi-agent AI system using OpenClaw after experiencing a system-wide failure. Each agent (CEO, CTO, CFO, COO, Specialists) has distinct roles, persistent memory, modular skills, and self-reflection capabilities. Key lessons include the importance of persistent memory, clear role structure, and dedicated communication channels for building resilient AI teams.