Szczypta AI — a group where I test AI in practice
I started Szczypta AI — a Polish-language group on Skool where I test ChatGPT, Claude and other tools and write honestly about what works and what doesn't.
Read moreI develop technology products and the business around them. I look at technology through customer needs, product capabilities and market realities. Here, I share my perspective, try out new tools and write about what I learn.


Most of my experience comes from building automation, IoT and the electrical engineering industry. Working with engineers, installers, distributors and customers has taught me to see the same product from different perspectives. I’m interested in how technical capabilities translate into a useful solution, a clear product offering and business growth.
That curiosity also leads me to AI and projects of my own. I test tools in practice and write about my observations. What interests me most is what remains useful once the initial excitement around a new technology fades.
He has an excellent feel for the market and a real talent for turning a product vision into concrete solutions.
Small, practical tools that run entirely in your browser — no sign-in, nothing sent to a server. Proof that I treat technology as a craft, not just as something to write about.
Load the measurement history from an energy monitor (for example MEW-01 or MEW-02 in Supla Cloud), analyse your usage over any date range and compare tariffs on your own data.
OpenWork out how much power a device uses and what it costs you — with a day schedule and duty cycles.
OpenSee what your photo says about you — GPS location, date, phone model — and download a clean copy with the metadata stripped. The photo never leaves your browser.
OpenCheck which hours are worth saving electricity today and when the grid has plenty to spare. Data pulled live from the free official PSE API.
OpenGuess how much energy household appliances use and what really drives your bill. Ten questions, different every time — see whether standby catches you out.
OpenMost often I write about artificial intelligence and the tools I happen to be testing. Sometimes about what follows from that for a product.
I started Szczypta AI — a Polish-language group on Skool where I test ChatGPT, Claude and other tools and write honestly about what works and what doesn't.
Read moreA nice tip for learning English. Open ChatGPT or Claude and ask it to build an Anki deck – give it your industry, interests and the topic you want to…
Read moreA normal planner was hard to search, so I built my own notebook with AI search. It runs locally on a Raspberry Pi and my computer - no note goes to the cloud.
Read moreMy personal roundup of technology, AI and smart home news, with my own commentary. Published in Polish.