DEV Community

Vektor Memory profile picture

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
All Roads Lead to AI Rome

All Roads Lead to AI Rome

1
Comments
6 min read

Want to connect with Vektor Memory?

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

Already have an account? Sign in
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

1
Comments
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

1
Comments
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)

2
Comments 4
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 .

1
Comments
8 min read
How to get your AI to finally stop repeating itself…

How to get your AI to finally stop repeating itself…

1
Comments
7 min read
Vector Databases Explained: What They Don’t Tell You

Vector Databases Explained: What They Don’t Tell You

1
Comments
11 min read
Vek-sync: One Config File to Rule Them All

Vek-sync: One Config File to Rule Them All

1
Comments 2
11 min read
The Clippy Paradox: How Note-Taking Became Its Own Irritation

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

1
Comments
8 min read
Your Agent Memory Is Trapped. Here's the Key.

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

1
Comments
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

3
Comments 1
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

1
Comments
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?

1
Comments 2
8 min read
The REM Cycle: What Background Memory Consolidation Actually Does

The REM Cycle: What Background Memory Consolidation Actually Does

1
Comments
2 min read
World-Building with Persistence: Narrative Layers in AI Agents

World-Building with Persistence: Narrative Layers in AI Agents

1
Comments
3 min read
Building a Claude Agent with Persistent Memory in 30 Minutes

Building a Claude Agent with Persistent Memory in 30 Minutes

1
Comments
2 min read
VEKTOR + OpenAI Agents SDK: Production Memory in Three Lines

VEKTOR + OpenAI Agents SDK: Production Memory in Three Lines

1
Comments
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

1
Comments
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

1
Comments
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

1
Comments
6 min read
loading...