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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 Check OpenClaw Memory Read article

How to Check OpenClaw Memory

When an OpenClaw agent forgets something it should know, the fix starts with looking at what's actually in its memory — and what's actually loaded into context. These are two different things, and ...

Stas Morawski

13 April 2026 · 3 min read

What Is a Personal AI Operating System? (And How to Build One) Read article

What Is a Personal AI Operating System? (And How to Build One)

'Personal AI operating system' is one of those phrases that sounds like hype until you've felt the problem it names. You use AI across a dozen disconnected tools, re-explaining yourself to each, an...

Marcin Uchacz

12 April 2026 · 4 min read

Why Doesn't AI Remember Me? Read article

Why Doesn't AI Remember Me?

You have a long, productive conversation with an AI tool. It understands your situation, your goals, the nuances of what you're working on. You close the tab. You come back the next day, and it's g...

Dominik Bartosik

11 April 2026 · 3 min read

How to Give AI Access to Your Data Without Giving It Away Read article

How to Give AI Access to Your Data Without Giving It Away

Giving AI access to your data is not the same as giving it away. Own your context, grant scoped per-tool permissions, and serve it through MCP instead of pasting into prompts.

Stas Morawski

10 April 2026 · 5 min read

Why You Keep Re-Explaining Yourself to AI (The Cold-Start Problem) Read article

Why You Keep Re-Explaining Yourself to AI (The Cold-Start Problem)

Every new AI session, you start over. Who you are, what you're working on, how you like things done — you type it all again, or paste it from a doc, or spend the first ten messages course-correctin...

Philip Kubinski

9 April 2026 · 5 min read

How Marketers Should Set Up Context for Their AI Tools Read article

How Marketers Should Set Up Context for Their AI Tools

Marketers were among the first to adopt AI seriously — for copy, content, campaigns, research. And most have hit the same wall: the output sounds like everyone else's, because the AI doesn't know y...

Philip Kubinski

7 April 2026 · 4 min read

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