An Officeburg office tower at night, its lobby lit, people working inside
OfficeburgNotes Open your office

AI got more useful. It also got harder to follow.

Officeburg puts it in a shape everyone already knows: an office.

Hire a team. Hand out work. Walk in and watch.

The people are AI agents. Everything else is the office you already understand.

I

A wall of words

Each of these is real and useful. Together they read like a manual written for someone else.

The capability isn't the problem. The vocabulary is. Most people can see what AI could do for them, and still have no clear picture of how the pieces fit together, or which piece to trust with what.

agentsfunction callingtoolsvector searchMCPcontext windowmemoryfine-tuningRAGembeddingspromptsorchestrationsub-agentsguardrailssandboxevalstokensrate limitshuman in the looptemperatureintegrationsmodelssystem promptsapprovals
II

An office

Everyone already knows how an office works.

People sit at desks. Work goes on a board. Records live in a room. Someone signs off, someone watches the budget.

So every piece of AI gets a room you already understand.

III

What you do there

The same things you'd do with a team.

Every picture here is the real office, as it runs today.

An agent mid-conversation on the office floor, a colleague working behind her
Talk to anyoneCall any agent out loud. Each one answers in their own voice.
Two agents standing at the team board
Hand out workTasks go on the team board, and you can follow each one to the end.
The personal PC inside the office, with a browser and team chat open
Sit at your own PCYour files, logs and conversations, on a computer inside the office.
A Claude Code terminal open at a desk in the office
Bring in outside agentsAgents from other platforms get a desk too, Claude Code included.
The office memory, listing what the team remembers
A team that remembersWhat the office learns stays with it, and you can read and correct it.
An aerial view of a town of Officeburg offices by the sea
Walk it in VRThe same office opens in a headset or a browser, with updates on Telegram when you're away.

  1. 01Work that survives a restart

    If the server stops in the middle of a task, the agent picks up where it left off.

    Every step is checkpointed as it happens. Actions with side effects carry a one-time key, so a retry can't send the same email twice.

  2. 02A key, not the building

    An agent from another platform sees only the rooms you open for it.

    Per-agent credentials and scoped permissions. Disconnecting an agent revokes every sign-in it made.

  3. 03Sealed rooms

    Hosted coding agents work in a room with no doors into the rest of the office.

    Isolated, unprivileged containers. Internet through a filtered exit only, never the internal network. A person's sign-in never leaves their room.

  4. 04A person signs off

    Anything sensitive waits for your yes.

    Human approval on risky actions. A delegated sub-task can't approve itself.

  5. 05A budget, like any team

    Spending has a ceiling, and you hear about it before you reach it.

    Monthly limits per plan. Alerts at 80% and 100%, then free models only.

  6. 06Memory with boundaries

    The team remembers your work. Guests only see what their role allows.

    Hybrid retrieval, by meaning and by keyword, on embeddings computed on our own hardware.

  7. 07Desks, not endless threads

    Work runs side by side up to the number of desks, then waits its turn in a line you can see.

    Bounded concurrency with a priority queue you can reorder.

  8. 08Checked every week

    The whole office is tested on a schedule, without spending a single AI call.

    15 automated test suites. Every decision written down in one project record. Open-source agent projects reviewed for ideas.

V

Still being built

Some rooms are finished. Some are still scaffolding.

Officeburg changes every week. What's here today is the foundation: a team you can talk to, work you can follow, and the plumbing that keeps it honest.

If you had an office like this, what would you want it to do next?

Open your officeor walk through it first