Most people I meet use AI like a search box: ask, copy, paste, repeat. I set it up to do the work itself, in your own tools, while you approve what matters.
See the difference01 / A job, handed off
Pick a job that keeps coming back. See what an agent has ready when you start work, and what it leaves to you.
The records are made up. Nothing you pick here is saved or sent.
What the agent read
| Part | In stock | Daily use | Next delivery |
|---|---|---|---|
| Seals SK-4 | 180 | 60 | Friday next week |
| Valves V-20 | 900 | 75 | Wednesday |
| Cables C-30 | 420 | 40 | Tuesday |
| Motors M-7 | 64 | 8 | None ordered |
As a chat
You export the stock list, paste it into ChatGPT, check the numbers, and write to suppliers yourself.
Waiting for you
Seals SK-4 last about three more days. The next delivery is Friday next week.
Email to the supplier drafted, asking to ship part of the order this week.
Motors M-7 last about eight more days, and nothing is on order.
Order drafted. You fill in the quantity.
The other two parts last until their next delivery. Both drafts wait for your OK.
Where this fits: Forward-deployed engineer
The email link opens a draft in your email app. Nothing is sent from this page.
02 / Untangling the work
In most companies, and in most of our own jobs, things get done because someone is good at them. They remember the steps, adapt to whatever comes up, and find a way. Nothing is written down or measured, and each time it’s done a little differently.
Count the small crises in an ordinary day: a job done differently than the next person expected, a detail lost in a handoff, a step nobody thought through that causes trouble a week later. We get so good at putting out these fires that we stop seeing them. And without a process there is nothing to compare, so nobody can say how the work could be done better.
It can change. Once a job is written down and measured, it can be done with the same quality every time, and that’s also when an agent can take it over. I help with both: untangling the work, then automating it.
Read: Most work is never written downFive lines start at the same point and wander apart, one for each time the job was done from memory.
03 / How I can help
If it’s mostly your own week, start with a personal setup. If a team shares the same work, a sprint fits better. If you want AI inside your operations, I join your company for a while.
For you
We go through your week together and set up agents and automations for the work you repeat. Then I show you how to build the next one.
02For your team
A few weeks on the jobs that take up your team’s time. I build the automations in your tools, run them with your people, and hand them over.
03For your company
An engineer inside your company for a few months, working in your systems and data, from sales and service to inventory and production.
Not sure which fits? Tell me what takes up your time and I’ll suggest one. Ask me
All services04 / How I work
I wrote the brief late at night. By morning, one agent had redone the design and the writing, while others rebuilt the code, checked the facts, and tested every page in a real browser. I set the direction and decided what went live.
I work like this every day. A small team of agents across a few computers writes and reviews code, deploys it, does research, edits video, and keeps my task board up to date. I built the projects below the same way.
Read how the rebuild wentProcess /
Most teams run on talent, memory, and improvisation, and pay for it in small crises every day. How to bring repeatable quality to any job, and where AI fits in.
Read the articleAI at work
AI at work
AI at work
AI at work
Behind the scenes
AI at work
Development process
06 / About
I started out as a systems engineer and moved into software, building web applications for years. Today I build software, apps, and games, most of it together with AI agents.
I live in Frankfurt and work with people anywhere.
More about me