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 →

Context Rot: Why AI Gets Worse the Longer You Talk to It Read article

Context Rot: Why AI Gets Worse the Longer You Talk to It

You've probably felt it: a long AI session that started sharp slowly gets dumber. The model contradicts something it said earlier, forgets a constraint you set, or confidently states something you'...

Stas Morawski

16 May 2026 · 4 min read

How to Feed Knowledge to Hermes Read article

How to Feed Knowledge to Hermes

Hermes is built to learn — it improves the more you use it, building a model of you over time. But you don't have to wait for it to figure everything out on its own. You can feed it knowledge direc...

Stas Morawski

14 May 2026 · 3 min read

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

How Salespeople Should Set Up Context for Their AI Tools

Salespeople use AI to research prospects, draft outreach, prep for calls, and write follow-ups. It's a real time-saver — until the output reads like a template, because the AI doesn't know your pro...

Stas Morawski

13 May 2026 · 4 min read

How to Migrate from OpenClaw to Hermes Read article

How to Migrate from OpenClaw to Hermes

If you're moving from OpenClaw to Hermes, you're in luck: Hermes ships a dedicated migration command for exactly this. It's one of the clearest signals in the agent landscape — when a tool builds a...

Dominik Bartosik

12 May 2026 · 3 min read

Hermes vs Claude Code vs OpenClaw: What's the Difference? Read article

Hermes vs Claude Code vs OpenClaw: What's the Difference?

Type 'Hermes vs OpenClaw' or 'Claude Code vs OpenClaw' into a search bar and you'll find endless head-to-head comparisons. Most of them answer the wrong question. These three tools aren't three opt...

Dominik Bartosik

10 May 2026 · 4 min read

How to Organize Company Context for AI Read article

How to Organize Company Context for AI

Your team has adopted AI tools. Everyone's using Claude, ChatGPT, maybe Cursor. And every one of those tools starts every session knowing nothing about your company — what you do, how you work, who...

Philip Kubinski

8 May 2026 · 4 min read

© MMXXVI · Unabyss. All rights reserved.