CQRS Architecture Flow
Status:
System Standby
Reset
Advance Flow ➔
Synchronous Track (Left)
Sub-millisecond execution loop
Asynchronous Track (Right)
Background REM Consolidation
User Input / Prompts
Agent Trigger
Generates Trace ID
Memory Query Planner
Vector DB
Knowledge Graph
Metadata Store
Retrieval Engine
Context Optimizer
Working Memory
(Agent Context)
AI AGENT
Output
Asynchronous Event Message Queue
Source Validation
Conflict Detection
Version Mgmt
Dependency Analysis & Consolidation
(REM Sleep Process)
Long-Term Semantic & Graph Update
(PostgreSQL / Neo4j)