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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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How to Make AI More Accurate Read article

How to Make AI More Accurate

Most advice on making AI more accurate stops at 'write better prompts' or 'use a better model.' Both help, and both miss the biggest lever. The most common reason an AI gives you an inaccurate answ...

Philip Kubinski

21 April 2026 · 3 min read

What to Use OpenClaw and Hermes For Read article

What to Use OpenClaw and Hermes For

OpenClaw and Hermes are both open-source AI agents you can self-host, and both get pitched as do-everything tools. They're not. Each has a shape of work it's genuinely good at and a shape it isn't....

Stas Morawski

20 April 2026 · 3 min read

Stop Copy-Pasting Context Between AI Tools Read article

Stop Copy-Pasting Context Between AI Tools

If you use more than one AI tool, you know the routine. You set up ChatGPT with everything about your work. Then you open Claude for something and re-type it all. Then Cursor. Then the next tool. T...

Dominik Bartosik

19 April 2026 · 3 min read

How to Make AI Remember You Read article

How to Make AI Remember You

The fastest way to make any AI tool more useful is to stop introducing yourself to it every session. There are several ways to do that — some built into the tools, some you set up yourself, and one...

Marcin Uchacz

17 April 2026 · 4 min read

OpenClaw vs Hermes: Which Open-Source AI Agent Should You Use? Read article

OpenClaw vs Hermes: Which Open-Source AI Agent Should You Use?

OpenClaw and Hermes get compared constantly — both are open-source, self-hostable AI agents with persistent memory and tool use, and they show up in the same breath whenever someone's choosing an a...

Philip Kubinski

15 April 2026 · 4 min read

How Context Speeds Up Your Work with AI Read article

How Context Speeds Up Your Work with AI

Most conversations about AI context focus on quality — better context, better answers. True, but it undersells the part people feel day to day: speed. The biggest tax on working with AI isn't that ...

Philip Kubinski

14 April 2026 · 3 min read

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