qalatra · the collection of all knowledge

Context-switching
is where work dies.

An AI-native operating system for the work you actually do — tasks, notes, habits, and the agents that carry them out.

§ 01Your agent already reads your code.
Give it your life.

The last two years taught us something strange: a programmer with a good CLI agent can do a week of work before lunch — but only on code. The moment the work touches a task list, a calendar, a relationship, a half-written note from last Tuesday, the agent goes blind. You paste context into chat. You translate. You context-switch.

Qalatra is the fix. A structured database your agent lives inside of — tasks, daily notes, habits, all machine-readable, all yours. No translation. No paste. No switch.

Not a task list your agent queries.
A system your agent works inside of.

§ 02Principles

  1. 01Local-first, always.Your tasks are a SQLite file. Your notes are markdown. If Qalatra disappeared tomorrow your data would still be yours, openable by any tool ever written.
  2. 02Agents for every mode of work.Some agents plan with you. Some just run. Some suggest — and that's exactly right. Qalatra doesn't dictate how your agents behave; it gives them the context to be useful either way.
  3. 03Dense and pretty.This is a tool for people who type faster than they click — and who still expect it to look good. Information density and good design aren't in conflict. We want both.
  4. 04Context lives across days.The most valuable thing your agent can have is continuity. Yesterday's note is today's system prompt. Last week's retro is next week's plan.
  5. 05Open, forever.MIT. Public roadmap. Every commit in public. If we break our own rules, fork us.

§ 03Why Qalatra?

Qalatra might be a word an AI made up.

We asked for a name and got back a beautiful backstory: a word from a Spanish-Arabic dialect meaning the collection of all knowledge — a repository of everything known. One reference online. Unvalidatable. Almost certainly a hallucination.

We kept it anyway. Not the etymology — the idea. The place where everything you know lives in a form your agent can actually use. Tasks, notes, habits, context, history. Whether the word is real or not, that's what we're building.

It felt like a fitting start for a tool built on the premise that AI will give you remarkable things — and you should think carefully about which ones to trust.

— The Qalatra teamApril 2026

Ready to give your agent somewhere to work?