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.
Read article The GTM Brain Is Half-Built: Why Your AI Knows the Account but Not the Rep
Most GTM brains unify account and pipeline data into one source of truth — and then every AI session still starts blind to who the rep is, how they sell, and what changed on the deal yesterday.
8 July 2026 · 6 min read
Read article How to Take Care of Your AI Context (So It Stays Accurate Over Time)
Most people set up their AI context once. Write a short bio, list a few preferences, paste it into a custom instructions box, and move on. Six months later...
7 July 2026 · 6 min read
Read article Why It's Worth Building (and Keeping) Your Personal Context for AI
Building personal context sounds like one more setup chore — another profile to fill out, another thing to maintain. So most people skip it, paste a quick...
6 July 2026 · 6 min read
Read article The Personal Context Map: What to Include and How to Structure It
People are building personal context documents that run to nineteen pages. Six-section READMEs, context routers, hand-maintained maps of who they are — all...
3 July 2026 · 6 min read
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...
2 July 2026 · 8 min read
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...
1 July 2026 · 6 min read
abyss — from Latin abyssus: chaos, the bottomless, the immeasurable. un- — the opposite of. Unabyss — structure, order, clarity.
The universal context layer for AI tools. Your data. Your rules. You decide who sees what. Structured once. Shared on your terms.
SOC 2 Type II (in progress)