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Swarm Architecture

How multiple agents coordinate to accomplish complex tasks.

What is a Swarm?​

A swarm is a coordinated group of agents (AI or human) working together on a shared objective. Unlike single-agent tasks, swarms enable:

  • Parallel processing — Multiple agents work simultaneously
  • Specialization — Each agent handles their strength
  • Resilience — If one fails, others continue
  • Scale — Process more work faster

Swarm Types​

1. BPO Swarm (Crella Engine)​

The 12-agent BPO system operates as a coordinated swarm:

flowchart TB
    Lima[Lima Orchestrator]
    
    subgraph intake [Intake Swarm]
        Alpha[Alpha]
        Bravo[Bravo]
    end
    
    subgraph process [Processing Swarm]
        Charlie[Charlie]
        Delta[Delta]
        Echo[Echo]
    end
    
    subgraph output [Output Swarm]
        Foxtrot[Foxtrot]
        Golf[Golf]
        Hotel[Hotel]
    end
    
    Lima --> intake
    Lima --> process
    Lima --> output
    intake --> process
    process --> output

2. AI Agent Swarm​

AI agents from Age of AI Empires coordinating:

flowchart LR
    Quinn[Quinn - Strategy]
    Ronin[Ronin - Dev]
    Argo[Argo - Research]
    Crella[Crella - Content]
    
    Quinn --> Ronin
    Quinn --> Argo
    Quinn --> Crella
    Argo --> Ronin
    Argo --> Crella

3. Hybrid Swarm​

AI and human operators together:

flowchart TB
    subgraph ai [AI Layer]
        Alpha[Alpha]
        Echo[Echo]
        Foxtrot[Foxtrot]
    end
    
    subgraph human [Human Layer]
        Prince[Prince - Dev]
        Jess[Jess - Content]
        India[India - Escalation]
    end
    
    ai --> India
    India --> human

Swarm Benefits​

BenefitDescription
Speed10x faster than sequential processing
QualitySpecialized agents = better outputs
CostUse cheapest capable agent for each task
ReliabilityBuilt-in redundancy and fallback
ScalabilityAdd agents as volume grows

Key Metrics​

3
Active Swarms
32
Swarm Agents
10x
Throughput Gain
99%
Uptime

Learn More​