Edward Izgorodin

Building persistent memory for AI agents at Mnemoverse. I write about the unglamorous half: forgetting, contradiction, and the moment an agent confidently repeats a fact you retracted.

Joined on Jun 17, 2026 https://mnemoverse.com/

Edward Izgorodin

Sep 3

Best AI Agent Memory in 2026: A Decision Map, Not a Ranking

#ai #agents #llm #mcp

5 min read

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Edward Izgorodin

Sep 2

Your Agent Memory Records When. Four Older Fields Already Solved Who.

#ai #agents #architecture #llm

5 min read

Edward Izgorodin

Sep 1

My Analytics Panel Says AI Assistants Are Desperate for /wp-config.php

#ai #webdev #security #analytics

3 min read

Edward Izgorodin

Aug 31

I Opened All Thirteen Memory MCP Servers. Every Public Signal I Trusted Was Wrong.

#ai #mcp #agents #opensource

6 min read

Edward Izgorodin

Aug 29

The Same GraphRAG Comparison Wins and Loses. It Depends Which Instrument Judged It.

#ai #rag #llm #benchmarks

3 min read

Vendor codebase audit settles the RAG debate

Edward Izgorodin

Aug 27

Is Agent Memory Just RAG With Extra Steps? We Opened the Source Code to Find Out

#ai #agents #rag #llm

6 min read

Edward Izgorodin

Aug 26

"Agent Memory" Means Two Different Things, and Answer Engines Hand You the Wrong One

#ai #agents #mcp #llm

4 min read

Reveals user-agents can be easily spoofed

Edward Izgorodin

Aug 25

Half the Requests Wearing ChatGPT's Name Were Scanning Us for Secrets

#ai #webdev #security #devops

3 min read

Edward Izgorodin

Aug 24

Nowhere to Put the Disagreement: What a Memory Store Cannot Tell Your Agent

#ai #agents #architecture #llm

7 min read

Edward Izgorodin

Aug 21

The Feedback Dilemma: Your Agent's Memory Learns Most From a Signal It Almost Never Sends

#ai #agents #machinelearning #llm

6 min read

Comments suggest policies need human promotion

Edward Izgorodin

Aug 19

Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

#ai #agents #architecture #llm

5 min read

Edward Izgorodin

Aug 17

Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

#ai #agents #llm #architecture

6 min read

Edward Izgorodin

Aug 14

Why Your AI Agent Forgets Everything Between Sessions (and the Three Honest Fixes)

#ai #agents #mcp #llm

4 min read

Edward Izgorodin

Aug 12

How to Add Persistent Memory to Cursor with MCP (2026)

#ai #mcp #cursor #productivity

6 min read

Edward Izgorodin

Aug 10

Mem0 vs Zep vs Letta vs Cognee vs LangMem vs Mnemoverse: An Honest Map of Agent Memory in 2026

#ai #llm #opensource #tooling

6 min read

Edward Izgorodin

Jun 29

Workflow intelligence ships as a primitive

#ai #agents #devtools #opensource

2 min read

Edward Izgorodin

Jun 22

Memory is becoming a procurement decision

#ai #agents #opensource #mcp

1 min read

Edward Izgorodin

Jun 18

Agent memory is not a database

#ai #memory #opensource #agents

2 min read

DEV Community

Edward Izgorodin

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2 Week Community Wellness Streak

1 Week Community Wellness Streak

Writing Debut

Best AI Agent Memory in 2026: A Decision Map, Not a Ranking

Want to connect with Edward Izgorodin?

Your Agent Memory Records When. Four Older Fields Already Solved Who.

My Analytics Panel Says AI Assistants Are Desperate for /wp-config.php

I Opened All Thirteen Memory MCP Servers. Every Public Signal I Trusted Was Wrong.

The Same GraphRAG Comparison Wins and Loses. It Depends Which Instrument Judged It.

Is Agent Memory Just RAG With Extra Steps? We Opened the Source Code to Find Out

"Agent Memory" Means Two Different Things, and Answer Engines Hand You the Wrong One

Half the Requests Wearing ChatGPT's Name Were Scanning Us for Secrets

Nowhere to Put the Disagreement: What a Memory Store Cannot Tell Your Agent

The Feedback Dilemma: Your Agent's Memory Learns Most From a Signal It Almost Never Sends

Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

Why Your AI Agent Forgets Everything Between Sessions (and the Three Honest Fixes)

How to Add Persistent Memory to Cursor with MCP (2026)

Mem0 vs Zep vs Letta vs Cognee vs LangMem vs Mnemoverse: An Honest Map of Agent Memory in 2026

Workflow intelligence ships as a primitive

Memory is becoming a procurement decision

Agent memory is not a database