LABS LIBRARY THE FOUNDRY TRANSMISSION
DAY_050 // LIVE

Most think AI agents still have limits.

They don't.

Day 50 of the self-experiment.

[ SEE THE SELF-EXPERIMENT ↓ ]
P.S. // I didn't set out to document this. But every time I shared it, people asked the same thing: how do I start? That's why this page exists.
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SECTION_01 // THE SELF-EXPERIMENT

What I'm doing.

Every deal. Every document. Every company — run from my phone, through agents. Since March 4, 2026 — Day 50 — I work exclusively through AI agents.

MOBILE ONLY
No laptop as execution device.
NO MANUAL FILES
Every document, every output: agent-generated.
FULL OBJECTIVE DELEGATION
I define the outcome. The agent executes.
GUARDRAILS, NOT BLIND TRUST
I review. The agent does the work.
"From running a 130K ultramarathon in Ushuaia to closing B2B deals from my phone — this is what the agentic shift looks like in practice."

The learnings from this experiment feed everything I build, teach, and invest in.

THE FULL EXPERIMENT STORY →
SECTION_02 // THE PERSON BEHIND IT
Enzo Duit — Ushuaia 130K
Ushuaia 130K — March 2026

Enzo Duit.

Full-Stack Operator. Living the agentic shift.
THE TRACK RECORD:
2018
Co-founded warrify (Retail Data). 3 investment offers on national TV. Declined for strategic alignment.
2023
Built augedo (Vertical AI). Zero to six-figure ARR in <10 months.
2024
Co-created the "Emerging Technologies" curriculum at IMC Krems. Codified the vertical playbook for 100+ future founders — from practice, not theory.
2025
Architected the first 3 active investments. Structured the follow-on fund.
2026
The decision: go all-in. Mobile only. Agents for everything. Build the Trillion Initiative from the inside out — and document every step.
"I don't theorize about agents. I run companies with them — right now, from my phone, while training for a 110K race."
SECTION_03 // THE TRILLION INITIATIVE

Why I went all-in
at the end of 2024.

Most were still debating whether agents would work. I had already built a six-figure company with them. The gap between those who moved and those who waited was becoming irreversible. So I stopped advising and started engineering — at scale.

100× 100× $100M= $0

Equip 100 founders across 100 AI agent journeys. Each sparks another 100 roads to $100M. That's the target — the reason it's called the Trillion Initiative.

SECTION_04 // ENTRY POINTS

Who benefits from ED's Experiment.

01 // FOUNDERS
Agent Coach
You want to get started with AI agents — but you don't want to waste 50 days figuring out what works. Get a clone of what took me 50 days to learn.
[ AGENT COACH → ]
02 // AI USERS
Agent School
Even ChatGPT, Claude, or Gemini require real skills to use well. Agent School certifies practical agent workflows — and gives you the documentation you need for EU AI Act compliance.
[ AGENT SCHOOL → ]
03 // SMEs
NoJunior
A junior agent — or even an intern. The factory default just wastes your time. I found a way to upskill your fresh agent to senior in hours before you ever need to stress your nerves. An implementation that actually ships, scoped to your vertical.
[ NO JUNIOR → ]
04 // FOUNDERS & ADVENTURERS
Ventures
You want to build in the agentic economy with someone already living it — as advisor, board member, or co-investor.
[ VENTURES → ]
05 // NGOs & NONPROFITS
Fly Raising
Die ersten echten Fundraising Agents für NGOs. Ich betreibe das operativ — kein Tool, keine Agentur.
[ FLY RAISING → ]
SECTION_05 // PROOF

Others validate it too.

ACTIVE_NODES // PORTFOLIO
VERTICAL: PRODUCTIVITY
01 — MINIMIST
"Most advisors disappear when friction hits. Enzo is the opposite. He provided the architectural sanity check we needed when things got messy. He saved us from over-engineering the product and kept us focused on the Wedge that actually makes money."
Stephan — CO-FOUNDER
VERTICAL: ED-TECH
02 — STUDYFLASH
"Enzo's experience building a 100% AI-first, agent-based company like augedo is invaluable. He brings active, operational practice at the forefront of the AI wave. This mindset aligns perfectly with our vision of making Studyflash the number one AI learning companion globally."
Nikola — CO-FOUNDER
VERTICAL: SEO/CONTENT
03 — UPRIVER.AI
"We partnered with Enzo for his conviction and understanding of how agents will shape the future. As both an operator and investor, he brings invaluable perspective on what we need to do today to win long term."
Lulu — CO-FOUNDER
UNIVERSITY // IMC KREMS — The course came from the doing.
Emerging Technologies for
Startup Management &
Business Administration
AWARD-WINNING COURSE
STUDY HEAD // IMC KREMS
"Ich bekomme Gänsehaut, wenn ich an die Woche zurückdenke. Ihr habt ihnen Dinge gezeigt, die sie nicht kannten — bei denen sie aber sofort erkannt haben, dass sie diese für ihre berufliche Zukunft brauchen."
— Study Programme Director, IMC Krems
STUDENTS
"They knew what they were talking about, because they had lived it and were experiencing it every day. They knew business."— Alex, Exchange Student
"After many prompts, blood, sweat, and tears — we managed to build, only with AI, a system that connected the phone's sensors to a live dashboard. Mindblowing, right?"— Marie, Student
"Our mistakes were not viewed as bad but appreciated. That reduced the pressure and made us actually learn."— Melanie, Student
"I didn't expect it to awaken such an interest in me. Everything was so well explained — not dry theory, but a mirror of a real work environment."— Kilian, Student
"The biggest challenge for most people is not the technical part of getting started, but the mental part. Once the environment is conducive to trying things out, you start to come up with ideas."— Antoine, Exchange Student
"For me that was magic at first — and then I did it myself."— Anya, Student
"A genuine 'hey, we can build and automate stuff with AI for you' landed us a real project we are currently working on. Thanks a ton."— Leon, Student
"This has been the most exciting and interesting semester so far. Creating and running your own business is no small feat — this course made that real."— Diana, Student
"If I can do it, anybody can — thanks to the technology we can access nowadays."— Sofia, Student
"Hands down one of the best courses I have had in my life. I vibe-coded an entire prototype and connected it with my phone — what? Turns out I was completely wrong about tech."— Sam, Student
THE RESULT THAT SAYS IT ALL
"Last week, I took the plunge and pitched an automation solution to the head of a major real estate corporation — he was very interested. My colleague and I are talking about starting a company.

Yes, all of this happened after the course.

You have opened this door for us. A new world of possibilities, new learnings, the chance to meet new exciting people. And most importantly: I had a lot of fun this week."
— Vincent, Student
SECTION_07 // SEND A SIGNAL

The long versions.

I publish short learnings publicly. The deep dives — the full experiment data, the frameworks that failed, the ones that work — go directly to a small list of people who asked for them.

No newsletter. No form. If you want in: write me directly.

agent@trillion-initiative.com