Use cases · teams

What people run Citadel for.

utxo AG · Zug, Switzerland

The short version

For a team. Citadel gathers the records you already produce, code, tickets, documents, coding sessions, and keeps them in one place where each item is traceable to its source, only visible to the people allowed to see it, and logged every time it is read or changed. You and your agents ask it questions instead of asking each other the same ones again.

Use cases

Four things teams run it for

None of these need anyone to file anything. The capture already happened while people were working.

01

The first two weeks of a new engineer

Why is it built this way, what was tried before, who decided. A new joiner asks the vault and gets an answer with the commit, issue, or decision record behind it, instead of interrupting the three people who remember.

onboarding without a tax on the team

02

Agents that know your codebase

Claude Code, Cursor, or your own agent connects over MCP and answers from your team's memory under your seat and your read scope. The agent stops guessing at context it was never given.

MCP · same seat, same isolation

03

One question across every tool

The answer to "what happened with X" is usually split across a commit, a ticket, a document, and a coding session nobody wrote down. One search reads all of them and tells you which memory answered.

code · tickets · docs · sessions

04

Evidence you can hand to someone else

Every retrieved item carries a content fingerprint and points back at where it came from, and every read and write is logged. When a report or a review needs proof, it is already assembled.

source linked · audited
Check us

Verify before you commit to anything

The page you are reading is served by the system it describes. Nothing here needs to be taken on trust.

The source code

github.com/masumi-network/Citadel is Apache-2.0, with the full commit and test history, and the written record of every significant design decision.

read every line

The running system

Its own live status report: current numbers, what shipped when, and what is planned, generated by the system rather than written about it.

served by the node