qianqiuwanzi

Building HyperMarrow (智商藏不住) — a local long-term memory layer for AI coding agents. Writing about agent memory, consolidation & the forgetting curve.

Shenzhen, China Joined on Sep 16, 2026 105920869@qq.com https://qianshi.cool/

qianqiuwanzi

Sep 28

What Your AI Should Remember — and What It Must Forget: A Privacy Boundary

#ai #privacy #llm #local

1 min read

Want to connect with qianqiuwanzi?

Create an account to connect with qianqiuwanzi. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

qianqiuwanzi

Sep 27

Wiring Local Memory Into Your Stack via MCP: A Practical Walkthrough

#ai #mcp #llm #local

1 min read

qianqiuwanzi

Sep 26

Build a Team Knowledge Base That Never Quits: Local Memory for AI Agents

#ai #knowledge #mcp #llm

1 min read

qianqiuwanzi

Sep 26

Why Enterprise AI Memory Should Never Leave the Intranet

#ai #privacy #enterprise #local

1 min read

qianqiuwanzi

Sep 25

Turn Your Local Files Into Your AI's Second Brain (Without the Cloud)

#ai #llm #productivity #local

1 min read

qianqiuwanzi

Sep 25

One Memory Layer, Thirteen Agents: How We Share Context Across a Multi-Agent Team

#ai #agents #mcp #llm

1 min read

qianqiuwanzi

Sep 25

Your AI Agent Needs to Forget — Why a Forgetting Curve Beats Infinite Memory

#ai #llm #memory #mcp

1 min read

qianqiuwanzi

Sep 25

Your AI Forgets You Between Sessions. Here's Why Local Memory Beats the API

#ai #llm #privacy #mcp

2 min read

qianqiuwanzi

Sep 25

Your AI Has Amnesia Between Chats — Here's How I Gave It a Local Memory That Actually Sticks

#ai #mcp #llm #productivity

2 min read

qianqiuwanzi

Sep 22

Your agent's memory needs a forgetting curve, not a bigger database

#ai #llm #agents #architecture

3 min read

qianqiuwanzi

Sep 16

Testing an agent memory layer: the assertions that actually catch decay

#testing #ai #architecture #programming

5 min read

qianqiuwanzi

Sep 16

Consolidation: the half of agent memory nobody builds

#ai #llm #agents #architecture

5 min read

qianqiuwanzi

Sep 16

I gave my AI coding agents a local long-term memory layer — 8 things that broke

#ai #mcp #llm #productivity

4 min read

DEV Community

qianqiuwanzi

Badges

1 Week Community Wellness Streak

Writing Debut

What Your AI Should Remember — and What It Must Forget: A Privacy Boundary

Want to connect with qianqiuwanzi?

Wiring Local Memory Into Your Stack via MCP: A Practical Walkthrough

Build a Team Knowledge Base That Never Quits: Local Memory for AI Agents

Why Enterprise AI Memory Should Never Leave the Intranet

Turn Your Local Files Into Your AI's Second Brain (Without the Cloud)

One Memory Layer, Thirteen Agents: How We Share Context Across a Multi-Agent Team

Your AI Agent Needs to Forget — Why a Forgetting Curve Beats Infinite Memory

Your AI Forgets You Between Sessions. Here's Why Local Memory Beats the API

Your AI Has Amnesia Between Chats — Here's How I Gave It a Local Memory That Actually Sticks

Your agent's memory needs a forgetting curve, not a bigger database

Testing an agent memory layer: the assertions that actually catch decay

Consolidation: the half of agent memory nobody builds

I gave my AI coding agents a local long-term memory layer — 8 things that broke