BEN RESEARCH LEADS DECKS TRAVEL FAMILY DAILY REAL ESTATE

Mission control

Running an Army of AI Agents.

Not your agents, not your army.

Ben SigmanBitcoin + AISelf-sovereign by default

From one chatbot
to a crew.

How most people use AI

Ask anything

A search box. You ask. It answers. ~~It forgets.~~

The shift

ResearchOwns the sources

InboxOwns the triage

BriefingOwns the morning

CalendarOwns the schedule

Agents that each own a job.

Bitcoin taught usNot your keys, not your coins.

BigAI is teaching usNot your model, not your mind.

Agents are nextNot your agents,
not your army.

If BigAI runs your agents, BigAI runs your army.

My army.

One front door. Specialists behind it.
A manager over all of them.

BenMAKES THE CALLS

Pulls me in

Primary botTalks to me. Routes the work.

Master botManages the crew. Brings me decisions.

MASTER BOT OVERSEES

Research

Leads

Deck Builder

Travel

Family

Creative Real Estate

Sigman Daily

An org chart,
not a prompt.

Agent fileExample

Research

JobFind it. Read it. Cite it.

MemoryIts own notes. Nothing else.

LimitsReads the web. Can't send.

01

One job.Narrow beats clever.

02

Own memory.It remembers its work, not everything.

03

Clear limits.What it can touch. What it can't.

Agents that work
while you sleep.

NIGHTMORNING

RoutinesRun on a schedule.

TriageInbox sorted. Drafts ready.

MonitorsWatching what you care about.

What reaches you

Needs youA draft is ready. Approve?

Muted · duplicateSame alert, again

You only hear what matters.

Humans hold the keys.

Agents draft. You press send. Same as signing your own Bitcoin transaction.

AI agent

It draftsThe email, the post, the booking.

You checkRead it. Edit it.

Your call

You press send.

₿ Bitcoin

Wallet buildsThe unsigned transaction.

You verifyAddress. Amount. Fee.

Your key

You sign it.

Self-custodial agent?Agents never hold your keys. Not your wallet. Not your finances.

What breaks.

FailureGuardrail

01Duplicate workOne owner per job. Check before starting.

02Wrong factsCite the source. A second agent checks.

03NoisePing only on change. Mute repeats.

04Runaway costBudgets, caps, and a kill switch.

05Prompt injectionWhat agents read is data, never orders.

Case study: Xanadu.

My lead system. XAVIOR is its first consumer.

01FindPeople and orgs.

02EnrichFrom public source pages.

03 · separate agentReviewA reviewer checks before saving.

04SaveTo a shared identity graph.

Every fact keeps its receiptFactSource pageReviewed

Verify,
don't trust.

The stack.

Your hardware. Your weights. Your rules.
Rent only what's heavy.

Sovereign: run it local

Rent it

Models

Open-weight models on your own machine.

Ollama

Frontier and open models by API.

OpenRouterInference providers

Tools

Same tools either way.

EmailCalendarBrowserFilesCode

Machines

Hardware you own.

Your laptopMac Studio

Rented servers and GPUs.

OVH VPSRunPod

LocalPrivate data. Near your money.

RentBig models. Bursty jobs.

What I actually run.

Sovereign where it counts.
Four jobs. The tools I use for each.

01Run models

OllamaOpen models on my machine.

OpenRouterMany models, one API key.

Inference providersHosted open models.

02Host agents

OVH VPSA rented server, always on.

Where the army lives, on a box I control.

03Private AI

MapleEncrypted chats, run in secure enclaves.

Venice.aiPrivate, uncensored models.

Buzz

04Agent apps

Grok BotAlways-on agents that work for me.

dots muse

Your first five agents.

One job each

01Inbox triageSorts the mail. Drafts replies. Flags what needs you.ONLINE

02ResearchFinds sources, reads them, cites them.ONLINE

03Daily briefingOne morning note: what changed, what's due.ONLINE

04CalendarFinds the time. Preps you for the meeting.ONLINE

05Content builderTurns your notes into posts and decks.ONLINE

You don't need to hire a team.

You need to
manage one.

Your models. Your machines. Your keys. Your army.

Ben SigmanRunning an army of AI agents