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Vektor Memory

Local-first vector memory with a self-organising 4-layer graph. Spec-decoding retrieval. Zettelkasten-linked edges. ✓ Owns your data — zero egress, zero API dependency

Joined Joined on  Personal website https://vektormemory.com
660 AI Agents Ran 27,000 Experiments. Their Biggest Discovery Was a 2015 Textbook Result.

660 AI Agents Ran 27,000 Experiments. Their Biggest Discovery Was a 2015 Textbook Result.

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13 min read

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The Whitepaper Thunderdome: HAGE vs Storage Is Not Memory

The Whitepaper Thunderdome: HAGE vs Storage Is Not Memory

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10 min read
The Worm in the Registry

The Worm in the Registry

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10 min read
Two Claudes, One Bug, and a Paper That Changed How I Think About Both

Two Claudes, One Bug, and a Paper That Changed How I Think About Both

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9 min read
I lost my memories. Who stole them?

I lost my memories. Who stole them?

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14 min read
Your AI Just Said “I Can’t do that Dave.”

Your AI Just Said “I Can’t do that Dave.”

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12 min read
All Roads Lead to AI Rome

All Roads Lead to AI Rome

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6 min read
Building a Complete Personal AI Harness: VEKTOR Memory as Your Developer Second Brain

Building a Complete Personal AI Harness: VEKTOR Memory as Your Developer Second Brain

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18 min read
The Agentic Age: Building AI That Works in the Real World

The Agentic Age: Building AI That Works in the Real World

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23 min read
Cloud Embeddings vs. Local Sovereign Memory: AI Agent Memory Layer Compared (2026)

Cloud Embeddings vs. Local Sovereign Memory: AI Agent Memory Layer Compared (2026)

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12 min read
AI Memory Is Kind of Broken. A Cambridge Researcher Proved It .

AI Memory Is Kind of Broken. A Cambridge Researcher Proved It .

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8 min read
How to get your AI to finally stop repeating itself…

How to get your AI to finally stop repeating itself…

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7 min read
Vector Databases Explained: What They Don’t Tell You

Vector Databases Explained: What They Don’t Tell You

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11 min read
Vek-sync: One Config File to Rule Them All

Vek-sync: One Config File to Rule Them All

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11 min read
The Clippy Paradox: How Note-Taking Became Its Own Irritation

The Clippy Paradox: How Note-Taking Became Its Own Irritation

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8 min read
Your Agent Memory Is Trapped. Here's the Key.

Your Agent Memory Is Trapped. Here's the Key.

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6 min read
The State of AI Agent Memory in 2026: What the Research Actually Shows

The State of AI Agent Memory in 2026: What the Research Actually Shows

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14 min read
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem

The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem

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15 min read
We Benchmarked Our AI Memory SDK. Is the Industry Standard Test Broken?

We Benchmarked Our AI Memory SDK. Is the Industry Standard Test Broken?

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8 min read
The REM Cycle: What Background Memory Consolidation Actually Does

The REM Cycle: What Background Memory Consolidation Actually Does

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2 min read
World-Building with Persistence: Narrative Layers in AI Agents

World-Building with Persistence: Narrative Layers in AI Agents

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3 min read
Building a Claude Agent with Persistent Memory in 30 Minutes

Building a Claude Agent with Persistent Memory in 30 Minutes

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2 min read
VEKTOR + OpenAI Agents SDK: Production Memory in Three Lines

VEKTOR + OpenAI Agents SDK: Production Memory in Three Lines

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2 min read
The Memory Wall: Why Associative Pathfinding is the Final Frontier for AI Agents

The Memory Wall: Why Associative Pathfinding is the Final Frontier for AI Agents

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2 min read
Stop paying the Goldfish Tax: Why your agent's memory is a massive waste of money

Stop paying the Goldfish Tax: Why your agent's memory is a massive waste of money

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2 min read
Why your AI agents have goldfish syndrome —and how I fixed it with a memory graph

Why your AI agents have goldfish syndrome —and how I fixed it with a memory graph

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6 min read
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