Agent Camp 2026 · Red Bank, NJ

AI that works
inside operations
that matter.

I find value in identifying the processes and systems inside companies — then reshaping their logic to leverage AI. Not adding a tool on top. Rethinking how the work actually flows.

In collaboration with

Andy Bruna
DISPATCH Agent Camp 2026 · New Jersey · April

I spent two days in New Jersey
building AI agents.
Here's what happened.

By Andy Bruna · 8 min read · Coffee recommended
Agent Camp 2026 — session in Red Bank, NJ Agent Camp 2026 — Class of 2026 Wagyu — priorities maintained

The Human Rights Foundation and Finite brought together a small group of operators and engineers in New Jersey for two days. The brief: build real AI agents. Ship them. No slides.

I came in as an operator — someone who runs businesses, not someone who writes compilers. I left with eight production bots, a mini-AGI orchestration layer, and a very clear view of where this technology actually stands vs. where the hype says it is.

What I shipped in 48 hours

01
8 bots + 1 mini-AGI — Freedom Academy / Demolab
Multi-agent system for Freedom Academy operations. Eight specialized bots coordinated by a single orchestration layer. See it live →
02
AI-native consulting sites — Demolab
Strategy firm websites with AI-native architecture. Senda Strategy is live →
03
Bruna Perú — Skills & Wiki Framework
Agent memory system for the Peru operation. The structured knowledge base that makes the agents actually useful session after session.
04
Bruna Perú Minería — Portfolio & Structure
Deal framework and capital structure for the mining vertical. Separate entity, clean architecture.
05
IRS taxes — done.
Yes, agents helped. No, I'm not joking. Moving on.
06
Technical stack mapping — models, costs, privacy
Full breakdown of frontier vs. open-source, real inference costs, and a three-layer privacy framework. Full stack →
"Two days was enough to ship eight bots and an orchestration layer. Anyone saying they need six months to 'explore AI' is not exploring AI — they're avoiding it."
Wagyu and fries — NJ

Also completed: 3 runs, Wagyu beef, California wine, and approximately one metric ton of Skittles. Priorities intact.

Three things I actually believe now

Not LinkedIn learnings. Actual shifts after watching real systems get built in real time.

I.
Agents train faster than you think.
Two days. Eight bots. One orchestration layer. Shipped and running. The bottleneck was never the technology.
II.
84% of the world has never used AI. We are not late.
The tools exist. Most people haven't started. That's not a problem — that's the entire market.
III.
Build your own platform. Own the stack.
Open-source for Demolab and Bruna Group is next. Your data, your rules, your infrastructure. Better a small fish in your own pond than a big fish someone else owns.
The Real Picture

Where 8.1 billion
people actually are

2,500 dots. Each one is 3.24 million people. The grey wall isn't a sad statistic — it's the entire playing field.

Never used AI — 83.95% · 2,099 dots
Free chatbot — 15.80% · 395 dots
Pays $20/mo — 0.20% · 5 dots
Uses coding scaffolds — 0.04% · 1 dot
The implication

If you're reading this you're in the last 1% of that grid. That's not a status signal. It's a responsibility.

Current Work

What I'm
building now

AI Infrastructure · Bruna Perú
Bruna Brain

Six specialized agents running inside Bruna Perú. Market intel, quoting, sourcing, logistics. A five-person team that punches well above its weight.

View project → Strategy
Senda / Apex Strategy

Independent strategy practice for operators in Latin America. AI adoption, market entry, operational design.

Visit site → Education · Demolab
Freedom Academy — Agent Architecture

Full multi-agent system for Freedom Academy operations. Built at Agent Camp 2026. Running in production.

View site →