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The Unabyss Vault

Everything we know about personal context for AI - what it is, how it works, how to build it, and why the difference between context and memory matters more than it sounds. Written for people who use AI tools seriously and want to get more out of them.

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Why Your AI Gives Confident Wrong Answers: The Stale Context Problem Read article

Why Your AI Gives Confident Wrong Answers: The Stale Context Problem

Your AI tool knows things about you. Your role, your company, the project you mentioned a few months ago, the way you like things done. That's supposed to...

Jakub Rawski

2 July 2026 · 8 min read

What Is Context Lock-In — and How to Own Your AI Context Read article

What Is Context Lock-In — and How to Own Your AI Context

You picked an AI tool. You fed it months of work — your role, your projects, how your team operates. It got genuinely good at understanding you. Then a...

Stas Morawski

1 July 2026 · 6 min read

Keeping Your Context in Unabyss: How It Works Read article

Keeping Your Context in Unabyss: How It Works

If you've read about context layers and want to know what actually using one looks like day to day, this is the practical version. Here's how Unabyss holds...

Marcin Uchacz

30 June 2026 · 4 min read

What Is a Personal Context Tool (and Do You Need One)? Read article

What Is a Personal Context Tool (and Do You Need One)?

The term 'personal context tool' is showing up more as people look for ways to make AI actually know them. It's a useful idea with a fuzzy definition — it...

Philip Kubinski

29 June 2026 · 4 min read

Hermes vs OpenClaw vs Unabyss: Which One Actually Remembers You? Read article

Hermes vs OpenClaw vs Unabyss: Which One Actually Remembers You?

If you've gone down the personal-AI-agent rabbit hole, you've met Hermes and OpenClaw — two of the most talked-about ways to run an agent that works for you...

Mateusz Papierz

26 June 2026 · 4 min read

Looking for an AI That Actually Has Context on You? Read article

Looking for an AI That Actually Has Context on You?

At some point most people using AI tools hit the same wall: the model is smart, but it doesn't know anything about you. Every answer is built for a generic...

Dominik Bartosik

25 June 2026 · 4 min read

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