The AI workforce you build by walking through Minecraft

THE BLACK-BOX PROBLEM

You hired an AI workforce
you can't see.

Right now your agents are invisible. You can't watch them think. You can't stop one halfway and say “no, do this instead.”

And every time you want them to do one new thing, a developer has to wire up another helper, another connection, another chart. The “AI workforce” you were promised is really just a chat box bolted to a black box.

A lone player facing a single floating black box in the dark — **TODAY** — one player, alone in the dark, talking to a box that never shows its face.

THE BIG IDEA — HERE'S THE WHOLE TRICK

So we turned your AI team into a place you walk through.

If the world is your team, then building it is something you can finally watch happen. You hire by walking up and asking — a room rises, an agent walks in, a screen lights up. You don't read about your AI working: you stand next to it while it does.

Three agent villagers at desks with live reasoning screens behind them — **YOUR FOUNDING CREW** — a Chief of Staff and two specialists, already at their desks. The dark screens behind them are their thoughts, streaming live as they think.

A TRUE STORY, IN FIVE MOVES

“Build me a room that teaches
how AI agents work.”

We walked up to the Chief of Staff and asked for something it had never been told how to do. Watch what happened — nobody wrote any new code. Not one line.

You just say it.

Walk up to the Chief of Staff and ask — in plain words, the way you'd ask a friend.

In-game chat: please build a room to teach me about google's development ecosystem for agents — **cos** — “please build a room to teach me about google's development ecosystem for agents”

It thinks out loud.

The screen fills with the agent's real thoughts. It works out what's missing, then reaches for a tool to build a new room — every step shown as it happens.

A live reasoning terminal showing Gemini thinking and calling world_build over MCP — **LIVE ORG REASONING** — Gemini, running the org through Google's ADK: you can read the thinking, the tool calls, and the results scroll by.

A new room rises.

Out on the path, blocks start stacking themselves into a brand-new classroom — live, in front of you. No loading screen. No “please wait.”

A new classroom building rising block by block next to HQ — **THE WORLD GROWS** — a purpose-built room climbs out of the ground, themed to the job you asked for.

A teacher walks in.

A brand-new agent — its own brain, its own job — walks through the door and gets to work. We named her ada.

A tutor villager named ada at work inside the new classroom — **ada** — the tutor the company just hired for this one room, thinking through her first lesson.

The wall starts teaching.

The whiteboard fills itself in, slide by slide — a real lesson, written live. Ask for the next subject and the board redraws.

A live whiteboard slide: What Are Agents? — **classroom · /whiteboard** — “What Are Agents?” written live, slide 2 of 8.

A live whiteboard slide teaching git commits — **classroom · /whiteboard** — same room, new subject: how saving code works.

Five moves. Zero code. You asked once — and a teacher, a room, and a live lesson all walked onto your team.

NOW MAKE IT DO SOMETHING THAT MATTERS

“Keep an eye on our ad money.”

A classroom is fun. But this is the part that pays. Ask Omo to watch your real business numbers, and a new Ad Analyst moves into its own room — and pulls the actual figures straight from your ad account. Nothing made up.

An alien-HUD dashboard showing real ad spend of 3558.79 USD and 2.74% CTR — **fn-ad-analyst · /dash** — real spend $3,558.79, 2.74% click-rate, $0.50 a click — live from a real Meta Ads account over MCP.

Your real numbers,
on the wall, live.

The far wall becomes a gorgeous dashboard that redraws as fresh data lands. These aren't pretend charts — they're pulled live from the real account, the safe way, through MCP.

▶ you → ad-analyst In-game chat: can you explain to me which ad set is best performing?

Then just talk to it: “which ad set is doing best?” It answers from the live data, right there in the room.

Reasoning terminal showing the ad analyst pulling real Meta Ads data over MCP — **UNDER THE HOOD** — the analyst asking the ad tools for real campaign numbers.

Dashboard showing ad set and audience performance — **WHO IT'S REACHING** — audiences, creatives and a live optimization log.

Daily ad performance dashboard overview — **DAILY REPORT** — the board the analyst built itself, no template.

IT NEVER STOPS AT ONE

Ask for one more teammate.
Another room rises.

A teacher. An ad analyst. An email helper. Even a DJ. Every one is a teammate you hired by walking up and asking — and a room that built itself to fit the job.

An email analyst agent at its desk — **EMAIL ANALYST** — reads and drafts your mail, in its own room.

An Omo Sound System DJ agent dashboard with a live waveform — **DJ AGENT** — yes, really. If you can say it, it can be a room.

A comms specialist agent working — **COMMS** — announcements and write-ups, handled by its own specialist.

An aerial view of HQ bridged to a row of self-built rooms, all working at once — **ONE COMPANY, MANY ROOMS** — every building is a job you handed over. Watch the chat: the email analyst, growth, the ad analyst and comms are all working at the same time.

WHY IT FEELS LIKE MAGIC

Three things no dashboard
has ever given you.

◷ It's all live.

Three streams at once: the agent thinking, the world rising, and your data updating — all in front of you, no reload, no waiting.

✦ Zero setup.

You say what you want. The company builds the team, the rooms, and every tool connection itself. You never wire a single thing.

✋ You stay the boss.

Before it sends an email or changes a budget, it asks. One tap to say yes. Walk in, talk, change your mind, stop it — any time.

A tap-to-approve gate hovering over a villager about to send an email — **ONE TAP TO APPROVE** — anything that reaches the outside world waits for your yes first.

THE DREAM

The world is as big as the mission.
And it keeps growing.

Walk down the main street and every door is a teammate you hired with a sentence. One day you promote a room into its own visitable business — one other people can walk into, watch, and pay for. A whole skyline of little companies… each one a thing you once said out loud.

The Omo campus at golden hour: a glowing HQ island bridged to a row of self-built rooms — **THE WHOLE COMPANY, FROM ABOVE** — HQ, then a bridge, then a row of rooms that grew themselves to fit the work.

Walking down the main street of the Omo campus toward HQ — **WALK RIGHT IN** — your company isn't a tab you check. It's a place you stroll through.

“I set up none of this.”

The company saw what it needed, built the room, hired the agent, connected the tools, and got to work — live, while I watched.

▶ Watch the full demo ⛏ Run it locally

WHAT IT'S MADE OF — BUILT NET-NEW FOR THE GOOGLE AI AGENTS CHALLENGE

Three ores power Omo —
each one doing real work.

◆ Gemini — the brain

Every agent thinks with Gemini: the Chief of Staff, the specialists, and the new helpers it hires. Same brain, many jobs.

◆ ADK — the company

Google's Agent Development Kit makes a real team: a boss that hands work to specialists, with the hand-offs visible as they happen.

◆ MCP — the hands

Every tool plugs in over MCP — Gmail, ads, payments. And the trick: the company grows itself by calling MCP tools too.

Want the wiring diagram, the file names, and the honest “built today vs. roadmap” list? Read the architecture →

You hired an AI workforceyou can't see.