Thinking House Lab
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Illustration of a modern house in evening light: solar panels on the roof, a heat pump on the side wall, a home battery by the terrace and an electric car in the carport. Solar roof Wallbox Heat pump
AI-generated illustration. The real house stays private.

Series 1 · Power Flow Logic

How a house learns to think

My house decides for itself when to charge the battery, how warm to heat and which heat source to use. Here I open up the system and show you the logic behind it. Including everything that went wrong.

Start with episode 1 Explore the logic map

Questions a house asks itself

My house asks questions like these all day long, and answers them on its own. Not because it's magic, but because I spent just under a year teaching it how to think.

What happens here

Sensors in, decision out

Every decision follows the same pattern. Sensors deliver values. Functions check them, weigh them up and plan ahead. At the end there's an action: charge, wait, heat, or switch something off.

  1. Input

    What the house measures: sun, battery, temperatures, prices.

  2. Function

    What it makes of it: checks, forecasts, learners, a plan.

  3. Output

    What it does: a set point, a switch, a schedule.

What you can expect

  • Always the why

    Every rule, every number and every decision comes with a reason.

  • Honest about failures

    What didn't work gets shown too, with the reason and the way to a solution that works.

  • No sales pitch

    The lab isn't built to sell, but servers, tools and time do cost money. So later on there will be a few in-depth deep dives with code packages for a small, fair price. The first episodes and their basics stay free, and there are no savings promises or percentages pulled out of thin air.

Two ways through the content

You decide how deep you go

Every topic comes in three levels. Even at level 1 you won't miss anything important. Levels 2 and 3 are there for when you want to know exactly why.

See all topics

Latest videos

All videos

One house, 77 building blocks

The logic map shows the whole system at once: 16 inputs, 52 functions, 9 outputs. Right now most of it is grey. With every video, another piece lights up, until you can see how everything is connected.

0 of 77 building blocks explained

Episode 1 lights up the first ones.

Open the map

What went wrong is part of it

A lot went wrong along the way, and I'll show that too. Always with the reason, and with the way to a solution that works. Mistakes like these teach more than any success story.

  • A sensor value that looked perfectly fine, but hadn't changed in 16 hours.
  • A restart that briefly sent “zero” to the inverters. The house went dark.
  • A tidy fix, complete with tests, that invented solar power from roof areas without a single panel.
More in the Lab Notes

Not a product. Ideas.

I'm not selling a ready-made system. My system is built for my own hardware, and yours is different. But the thinking behind it works everywhere: in a home automation setup, in your own code, or in a prompt for your AI.

Your experience counts

Which system runs in your house, and where does it get stuck? I'd like to hear about your experiences, your doubts and your ideas, in the comments under the videos. Good ideas get picked up and built in public: as a video of their own or as an addition to an existing one.

To the channel