graph TB subgraph Developer["Developer Application"] App["Agent / Application
#40;Companion, Coding Agent, Game NPC#41;"] SDK["Honcho SDK"] end subgraph HonchoCore["Honcho Platform"] API["Honcho API
#40;Ingestion & Query#41;"] subgraph ThreeAgents["Three-Agent Reasoning System"] Explicit["Explicit Agent
Converts messages → atomic propositions
#40;Neuromancer-powered#41;"] Dreaming["Dreaming Agent
Continuous background reasoning
Enriches representations
#40;Neuromancer-powered#41;"] Dialectic["Dialectic Agent
Query-time reasoning
Explores memory as environment
#40;Neuromancer-powered#41;"] end subgraph Storage["Memory Storage Layer"] Graph["Identity Graph
#40;Users, Agents, Entities#41;"] Props["Proposition Store
#40;Atomic facts#41;"] Reasoning["Reasoning Traces
#40;Deductive, Inductive, Abductive#41;"] end Neuromancer["Neuromancer Models
Custom post-trained reasoning models
90% token reduction vs baseline"] end App -->|"1. User interaction"| SDK SDK -->|"2. .initialize#40;#41;
.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 style ThreeAgents fill:#f0f0f0 style Storage fill:#e8f5e9 style Neuromancer fill:#fce4ec

Honcho Architecture Developer Integration Flowchart