Architecture Diagrams

Two-Plane Memory Architecture

Connect And Schema Initialization

Memory Write With Policy

Trace Recall

Evidence Retrieval

The benchmark's reference reader (scripts/longmemeval_harness.py) composes this same flow with session diversification and an evidence ledger.

Long-Running Task Flow

Long Input

Database Entity View

Two-Column Cost Model