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 Why Your AI Keeps Starting From Zero (And Why Better Memory Won't Fix It)
Run two AI agents and you feel it within a day. You've told OpenClaw who you are — your role, your stack, the project you're deep in. Then you open Claude for something, and it knows nothing. You expl...
16 July 2026 · 6 min read
Read article How Freelancers and Agencies Should Structure AI Context for Client Work
You finish a morning of work for Client A, close the tab, and open a fresh AI session for Client B. The model knows nothing about B — not the brand voice, not the constraints, not where the project st...
15 July 2026 · 7 min read
Read article How to Give Claude Code, Cursor, and Codex the Same Context (Without Copy-Pasting)
You run Claude Code in one terminal, Cursor in another, and Codex for the tasks each does better. Three agents, one you — and every one of them starts each session knowing nothing about how you work,...
14 July 2026 · 6 min read
Read article Agent Memory vs. Context: Why the Distinction Decides Whether Your Agent Works
You wired up a memory layer. The agent recalls past sessions, references old decisions, feels like it's learning. Then it confidently advises a user based on a job they left three months ago — and sta...
13 July 2026 · 6 min read
Read article How to Keep Your CLAUDE.md From Going Stale
Writing a good `CLAUDE.md` is the easy part. Keeping it true is the part nobody warns you about....
10 July 2026 · 6 min read
Read article Own Your AI Context: Why It Shouldn't Live Inside Anthropic or OpenAI
You downgrade a subscription, and the projects disappear. Not deleted — just locked behind a paywall you stopped paying. The custom instructions, the uploaded files, the months of accumulated context...
9 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)