Blog

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.

Product changelog →

How Do I Give Claude Persistent Context Across Conversations? Read article

How Do I Give Claude Persistent Context Across Conversations?

Claude is genuinely useful — until you open a new conversation and it's forgotten who you are, what you're working on, and everything you established last...

Jakub Rawski

16 June 2026 · 4 min read

MD File Alternatives for AI Context Read article

MD File Alternatives for AI Context

If you give AI tools context through Markdown files, you already know the drill: write the file, paste it in, update it when things change, keep a different...

Stas Morawski

15 June 2026 · 4 min read

What Are MD Files (and Why Everyone Uses Them for AI Context)? Read article

What Are MD Files (and Why Everyone Uses Them for AI Context)?

If you've spent time around AI tools lately, you've seen them everywhere: `CLAUDE.md`, `AGENTS.md`, `README.md`, a `context.md` someone keeps pasting into...

Marcin Uchacz

12 June 2026 · 5 min read

Unabyss manifesto - AI without context is like amnesia Read article

Manifesto

AI without context is like a brilliant person with amnesia asking who are you a thousand times. We are building how to gather context, make AI understand it, and do it fast and seamlessly.

Marcin Uchacz

11 June 2026 · 1 min read

Personal RAG vs Context Files vs a Context Layer: Which Do You Actually Need? Read article

Personal RAG vs Context Files vs a Context Layer: Which Do You Actually Need?

If you want AI to work from your knowledge and your context, you've probably run into three approaches: build a personal RAG system, write context files, or use a context layer. They get discussed ...

Marcin Uchacz

10 June 2026 · 4 min read

How to Connect an LLM with MCP Read article

How to Connect an LLM with MCP

MCP — the Model Context Protocol — has become the standard way to connect AI tools to outside data and services. If you've set up an MCP server before, you've probably connected an LLM to a databas...

Philip Kubinski

7 June 2026 · 3 min read

© MMXXVI · Unabyss. All rights reserved.