Key Features

• Swarm intelligence with hierarchical and adaptive topologies and consensus mechanisms for self-organizing agent coordination
• HNSW vector memory with sub-millisecond retrieval — same algorithm as production vector DBs like Qdrant and Weaviate
• SONA self-learning neural patterns analyze successful trajectories and reinforce effective coordination strategies
• 12 auto-triggered background workers continuously apply optimizations without manual intervention
• 100+ specialized agents covering research, coding, security, and DevOps domains
• 32 native plugins spanning memory, security, testing, and domain-specific functions
• Zero-trust agent federation with PII protection for cross-installation enterprise deployments
• Web UI and Goal Planner interface for visual task planning and multi-model chat