Healthcare Loop
Coordinating patient care, drug interactions, and treatment optimization
Active - Processing 247 patients Education Loop
Personalizing learning paths and coordinating educational resources
Processing - 1,432 active learners Industrial Loop
Managing supply chains and predictive maintenance systems
Standby - Monitoring 89 facilities Recursive Sub-Loops
Drug Interaction Checker
Spawned by Healthcare Loop
Status: Analyzing 23 combinations
Personalization Engine
Spawned by Education Loop
Status: Updating 156 learning paths
Predictive Maintenance
Spawned by Industrial Loop
Status: Monitoring 45 machines
Resource Optimizer
Spawned by Healthcare Loop
Status: Balancing 12 departments
Content Curator
Spawned by Education Loop
Status: Processing 89 resources
Supply Chain Tracker
Spawned by Industrial Loop
Status: Tracking 234 shipments
Architecture Layers
1. Human Interface Layer
Dashboard, alerts, and human-in-the-loop controls
2. Orchestration Layer
Main loop coordination and decision routing
3. Agent Coordination Layer
Sub-loop spawning and inter-agent communication
4. Processing Layer
Core AI model execution and data processing
5. Data Integration Layer
External system connections and data synchronization
6. Infrastructure Layer
Compute resources, storage, and network management