🧠 Autonomy Engine

Frequency Control · Self-Improvement · Health Monitoring

GNI manages itself. The frequency controller decides how often to run based on world escalation. The A/B system tests prompt variants and auto-promotes the winner. The health agent monitors pipeline quality 24/7.