Preprint / scholarly article

MemoryFlow: Real-Time, Implementation-Agnostic Telemetry for Measuring Dynamic Memory Quality in LLM Agents

K. Takahashi

Published
DOI
10.5281/zenodo.18136347

Full text PDF (Zenodo)

Abstract

The preprint defines MemoryFlow, a telemetry-only protocol and verifier for dynamic memory quality in LLM agents, with fail-closed conformance profiles and online metrics derived from deterministic event streams.

Keywords

  • MemoryFlow
  • telemetry protocol
  • dynamic memory
  • LLM agents
  • event streams
  • auditability
  • conformance profiles
  • memory quality metrics
  • observability
  • fail-closed verification
  • benchmarking

Identifiers and source records