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MURAGE™

An AI Chief of Staff and a team that does the work. Open source, from Ferrox Labs.

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© 2026 Ferrox Labs, LLC. Murage is open source under AGPL-3.0. Murage™ is a trademark of Ferrox Labs, LLC.

Blog

By Sean Donahoe·Oct 24, 2026·1 min read

Same bot, on any engine: why we built Continuity

Most AI tools forget who they are the moment you change the model. Continuity keeps a Murage bot the same bot, in every conversation and on any engine, and you write what it carries.

Cover image for Same bot, on any engine: why we built Continuity

Change the AI model under most assistants and you start again. The new model doesn't know how you like to work, what it promised last week, or who it is to you. Every session, and every switch, is a fresh stranger.

Earlier this year, Murage's founder Sean Donahoe built a project to fix that for himself. He called it PIP, short for persistent identity. The idea was simple: what makes an assistant yours should live outside any one model, so it carries across sessions, across memories and across whatever model or system you use that day.

That idea is in Murage today, as Continuity.

What Continuity does

Open a bot's Memory settings and turn on Keep a continuous self. Then write, in your own words:

  • Continuity summary: who this bot is to you, in a few lines.
  • How we work together: how you like to work with this bot.
  • Commitments: what it has committed to.

The bot carries what you write into every conversation, on any engine. Switch it from one AI engine to another and it is still the same bot. Only you can change what it carries.

Optional: reflect between conversations

Turn on Reflect between conversations and, after you talk, the bot reads your own words and suggests things to keep. You choose which conversations it can reflect on. Proposed commitments and traits are added only when you confirm them.

Why you stay in charge

Continuity is a record you write and can read, not something the bot decides about itself. You can open it, change it or switch it off at any time, and What shapes in the bot's settings shows everything it reads before it answers.

A few things to know:

  • Continuity needs memory turned on.
  • Exporting a bot does not carry its continuity.

Download Murage and give your Chief of Staff a Continuity summary. It's the same Chief of Staff tomorrow, whichever engine it runs on.

Sean Donahoe, founder of Ferrox Labs, which makes Murage.

Checked against Murage 1.0.8.

Keep reading

Oct 25, 2026

Teach your Chief of Staff who you are

Most AI assistants start every job knowing nothing about you. Bring across what the AI tools you already use have learned, and your Chief of Staff knows you, your business and how you work from day one.

Sep 25, 2026

Multi-agent AI explained for non-engineers

What multi-agent AI actually means, in plain words: specialists, a lead who coordinates them, and one report back to you. Why a team of AI agents beats one long chat for real work, and where it doesn't.

Sep 22, 2026

AI executive assistant vs AI Chief of Staff: what's the difference?

An AI executive assistant manages your time and your inbox. An AI Chief of Staff manages the work: it breaks down goals, runs a team and brings back one answer. How to tell which one you need.

Try the thing you just read about.

Give your first job to Murage.

Download the app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Download Murage

No account needed · Runs on the AI plan you already pay for