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Arnhem · websites & automationBVDNET
About me

Who I am,
and how I work.

Outside work I make music, fly FPV drones, design and print parts, repair electronics and take photos. What these have in common: I want to know the rules something runs on, and I teach myself until it is right. Below, per topic, is what I do with it and where it comes back in my work.

The topic illustrations were made with AI; the image for algorithmic art is my own work. There is more of it on bvdart.nl.

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CAD & 3D printing

Drawn this afternoon, printed tonight.

I design parts in CAD and print them myself.

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Overview · four themes

All interests end up at building with code.

Pick a theme to see only those topics, or hover over the overview.

Node graph of interests, all converging on building with code and AI agentsMusic / DJAlgo artPhotographyPrintingAudio / electronicsCNCCAD / 3D printFPVRepairPhilosophyMetaphorsAstronomyBuilding with code & AI
Building with code & AI agents

This is where all the interests come together.

For your project that means: I start with who the visitor is, I build for what can go wrong, I find the cause first, and I explain in plain language what I do.

to the topic →
Music production, performance & DJ

Making music is learning the rules, and knowing when to depart from them.

Composing and producing has two sides. The musical side is a set of rules for harmony, rhythm and structure; you learn them so you can deliberately let them go. The technical side is the signal path from instrument to speaker, in which every link has to pass on exactly the right level.

Besides that, I think about the listener with every track. When preparing a DJ set that is the whole job: who is in the room, what mood are they in, and which next record takes them where I want them to go.

In my work

With a website I also start at the receiving end: who is the visitor, and what do they need to be able to do? That decides the order of the page and the copy. With an AI agent it is no different: what does it need to know to do the right thing?

Algorithmic art

Making images by operating a calculation by hand.

I make abstract images with a calculation called convolution: the same operation photo software uses to sharpen or blur an image. I operate it by hand, through a converted cash-register keypad, and repeat it until an image appears that keeps my attention.

The operation itself is nothing special. It runs in every phone camera and in every model that recognises images. The difference is that I steer it myself.

In my work

Convolution is also the basic operation of neural networks that recognise images. What it mainly taught me: steering an automatic process by hand and choosing critically what stays. I do the same when I write code with AI agents.

bvdart.nl — process →
Photo- & videography + editing

Taking a good photo with as little equipment as possible.

For me, photography is capturing a moment with as few means as possible.

At events I shoot with a Canon from 2013 and a wide-angle lens, and the results hold up next to those from far more expensive cameras. Product photos I take with a Sony Mavica from 1998. It produces small files of 640 by 480 pixels that need no processing at all on a website and still look modern.

After the shoot comes the selecting: from hundreds of photos down to a series of ten.

In my work

Judging what an AI agent produces is the same work as choosing from hundreds of photos: most of it goes, the best stays.

Printing & colour correction

Printing digital images without losing anything.

I print my images myself on modified inkjet printers. That came from a requirement: the images are small, from 64 by 64 to 512 by 512 pixels, and on paper every pixel has to stay visible as a sharp square.

A normal printer softens edges when enlarging. For this work that has to be switched off. Then comes colour management: making sure the colour on paper matches the colour on screen. That is a must, and I do it with cheap ink and cheap paper.

I measure colours with a professional colourimeter I bought as defective. With open-source software it works again at the level of a new unit.

Analogue electronics & audio

Electronics in which you can see and measure every part.

Analogue audio equipment is fun because you can see and measure everything. Every part has one function, and with a meter you find where the fault is without a manual.

Often there is mechanics in there that solves what software does today. An old cassette deck reverses the tape automatically with a system of levers and gears; a newer deck does the same with a second head and a bit of code.

In my work

In software I want the same visibility: being able to see what is really happening, and noticing a fault before a visitor finds it.

CNC machining

Programming machines that produce for days on end without supervision.

As an apprentice machinist I programmed and operated CNC milling machines and the robots that feed them. The real work is the program: it has to keep the machine running for days with as little downtime as possible.

So you plan for what goes wrong. A cutter wears, and the program has to correct for that before the dimensions drift. You measure along the way and adjust. And every second counts: one second per piece is almost three hours on a run of ten thousand.

In my work

That is how I look at software now: a site has to keep working when a connection fails. FinancieelSlimleven.nl, for example, shows figures from Statistics Netherlands; if that source drops out, only that block disappears and the page stays up.

CAD & 3D printing

Drawn this afternoon, printed tonight.

I design parts in CAD and print them myself.

It is the fastest way to replace a broken part or hold an idea in your hands. As with the inkjet printer, I get more out of cheap equipment than the manufacturer promises.

FPV drones (acro)

Flying a drone that cannot stop.

I fly racing drones in manual mode. In that mode the drone does not stop when you release the throttle: it keeps going at its speed, and for a simple turn you operate four axes at once.

So you have to look ahead and correct continuously. That takes full concentration, and that concentration is exactly why I do it.

Repair & refurbishment

First understand why something is broken, only then repair it.

With my own things I repair by feel: open it, look, fix it. That almost always works. I follow a fixed procedure when the stakes are high, as with the Apple repairs I did at Coolblue, or when the cause is not immediately clear.

What I enjoy is finding the cause: why does this device do this. Replacing a screen or battery is routine. Understanding why a device keeps rebooting is the real repair.

In my work

I track down faults in software the same way: first understand why it goes wrong, only then change something. And I weigh the stakes. On a test environment I try things quickly; on a live site I review every change myself before it goes online.

Philosophy, psychology & cognition

How a brain works, and what that says about AI models.

What occupies me is the similarity between a brain and a language model. Your thoughts arrive on their own and you only partly steer them, much like the text a model produces word by word. And a mood works like an instruction given in advance: whoever starts out gloomy reads everything that follows as gloomy. A model does the same with the context you give it.

I read about it out of interest, but I use it daily.

In my work

If you understand how a mood colours your own thinking, you also understand why an AI model is so sensitive to what you tell it beforehand. That is why I spend most of the time on the instructions and the context an agent is given; every site of mine has standing instructions for agents.

Metaphors & analogies

Explaining in one sentence what would otherwise take an hour.

I like to explain things with a comparison. The yardstick: my mother has to understand it. The aim is to reduce something complicated to the shortest explanation that is still correct.

I learned that at the service desk at MediaMarkt and Coolblue, where I had to explain to customers why their problem was not covered by the warranty. That only works if you truly understand it yourself.

In my work

For you this means you will not get a technical explanation you cannot follow. I explain in plain language what a choice means for your business.

Astronomy & spaceflight

Looking at something far bigger than your own work.

Astronomy gives me perspective. Everything that exists, from stars to people, comes out of the same natural processes. That is the largest system there is, and I find it calming to look at it now and then.

Spaceflight is the technical side of it. The first probes were controlled from millions of kilometres away with less computing power than a Game Boy. It worked because of careful design.

Building with code & AI agents

This is where all the interests come together.

Since mid-2025 I have been building websites and web applications full-time, in TypeScript and Python, together with AI agents such as Claude Code. For clients I built FinancieelSlimleven.nl, MDV Capital and Max Styling; I also have three products of my own, including the BVDART web shop.

The work consists of the same steps as everything else I do: working out how something works, building it, checking it critically and explaining what I did.

In my work

For your project that means: I start with who the visitor is, I build for what can go wrong, I find the cause first, and I explain in plain language what I do.

In short

What all of this has in common: I want to know how something works, and I teach myself until it is right. Where the easy solution costs money, I first find out whether I can do it myself.

On your project I start with how your business and your customers work. Then I build it so that you can manage it yourself.