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Agent Memory Engineering（Nic）

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Updated 2026-05-08
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116 words

Agent Memory Engineering

This page is now a source reference for Nic’s memory-system audit. The primary reusable concept extracted from it is Agent Memory as Hint Surface.

Search terms preserved here: Hermes memory, Codex memory, Claude Code memory, MEMORY.md, memory_summary.md, prefix cache, simple stack wins, LLM + Markdown + bash, index always visible, lazy body, verify on read, signal gate, persistent prompt injection.

Key source claims

  • Simple memory stacks often beat vector DB / graph / background-agent architectures in daily agent workflows.
  • Prompt-cache economics strongly shape memory injection design.
  • Memory writes need signal gates; memory reads need freshness and verification discipline.
  • Agent memory is model-harness fit, not just portable bytes.

Sources

Synthesized from 1 source
  • Agent Memory EngineeringPrimary source for this page.Whole pagehighbody

Evolution

1 event
  1. absorbed

    Derived from source material

    This page is currently synthesized from 1 source.

    From Agent Memory EngineeringTo Agent Memory Engineering（Nic）
    Sources: raw/to-learn/Agent Memory Engineering.md

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