# Honcho Architecture Developer Integration Flowchart

> Published on ADIN (https://adin.chat/s/honcho-architecture-developer-integration-flow-4ps5)
> Type: Diagram
> Date: 2026-03-12
> Description: Explore how developers integrate applications with the Honcho platform using a clear, step-by-step flowchart visualization.

Mermaid diagram:
graph TB
    subgraph Developer["Developer Application"]
        App["Agent / Application<br/>#40;Companion, Coding Agent, Game NPC#41;"]
        SDK["Honcho SDK"]
    end
    
    subgraph HonchoCore["Honcho Platform"]
        API["Honcho API<br/>#40;Ingestion & Query#41;"]
        
        subgraph ThreeAgents["Three-Agent Reasoning System"]
            Explicit["Explicit Agent<br/>Converts messages → atomic propositions<br/>#40;Neuromancer-powered#41;"]
            Dreaming["Dreaming Agent<br/>Continuous background reasoning<br/>Enriches representations<br/>#40;Neuromancer-powered#41;"]
            Dialectic["Dialectic Agent<br/>Query-time reasoning<br/>Explores memory as environment<br/>#40;Neuromancer-powered#41;"]
        end
        
        subgraph Storage["Memory Storage Layer"]
            Graph["Identity Graph<br/>#40;Users, Agents, Entities#41;"]
            Props["Proposition Store<br/>#40;Atomic facts#41;"]
            Reasoning["Reasoning Traces<br/>#40;Deductive, Inductive, Abductive#41;"]
        end
        
        Neuromancer["Neuromancer Models<br/>Custom post-trained reasoning models<br/>90% token reduction vs baseline"]
    end
    
    App -->|"1. User interaction"| SDK
    SDK -->|"2. .initialize#40;#41;<br/>.update#40;message#41;"| API
    API -->|"3. Ingestion"| Explicit
    Explicit -->|"4. Atomic propositions"| Props
    Explicit --> Neuromancer
    
    Props -.->|"5. Continuous reasoning"| Dreaming
    Dreaming -->|"6. Enriched representations"| Graph
    Dreaming --> Neuromancer
    
    SDK -->|"7. .chat#40;query#41;"| API
    API -->|"8. Query-time reasoning"| Dialectic
    Dialectic -->|"9. Reads from"| Graph
    Dialectic -->|"10. Reads from"| Props
    Dialectic -->|"11. Reads from"| Reasoning
    Dialectic --> Neuromancer
    Dialectic -->|"12. Reasoned response"| API
    API -->|"13. Context + insights"| SDK
    SDK -->|"14. Enhanced agent behavior"| App
    
    style Developer fill:#e1f5ff
    style HonchoCore fill:#fff4e1