Building practical AI, software, and engineering tools for real-world problems.
Ideas deserve a kickstand before they can change the world.
Every project begins as a question. Kickstand R&D explores ambitious ideas—from digital twins and scientific simulation to artificial intelligence and open-source software—and turns them into practical tools that anyone can learn from, build upon, and use.
How We Work
Every project starts with curiosity. We investigate difficult problems, evaluate existing approaches, and document what we learn.
Ideas become working software through iterative engineering, rapid prototyping, and continuous experimentation.
Knowledge grows when it's shared. Whenever possible, our work is documented openly through Lab Notes and released as open-source software.
Active Research
FusionTwin
An open-source digital twin for fusion reactors.
FusionTwin is an ongoing research project exploring the simulation and visualization of magnetic confinement fusion systems.
Our goal is to create an accessible, scientifically grounded platform that helps students, researchers, and curious engineers better understand one of humanity's most promising energy technologies.
Primer / 001
What is Fusion?
The Sun in a bottle.
Every star is a fusion reactor. We're learning to build one on Earth.
Fusion in 60 seconds.
Fusion is what powers the Sun. When two very light atoms — usually forms of hydrogen — are squeezed together hard enough, they stick and form a heavier atom. That tiny act releases an enormous amount of clean energy.
To do it here on Earth, we have to heat hydrogen gas to more than 100 million °C — hotter than the core of the Sun — and hold it steady with powerful magnetic fields inside a donut-shaped chamber called a tokamak.
Fusion vs. Fission.
Two ways to turn atoms into energy — but they work in opposite directions.
- Fuel
- Hydrogen (abundant)
- Waste
- Helium (harmless)
- Runaway risk
- None — reaction stops on its own
- Long-lived radioactive waste
- No
- Fuel
- Uranium / plutonium (mined)
- Waste
- Radioactive isotopes
- Runaway risk
- Possible without control systems
- Long-lived radioactive waste
- Yes — thousands of years
If we make it work, everything changes.
No carbon emissions. No greenhouse gases. Just heat, water, and helium.
Hydrogen isotopes from seawater and lithium could power humanity for millions of years.
Fusion can't melt down. Lose containment and the reaction simply stops.
Minimal long-lived waste. A footprint measured in decades, not millennia.
Two hydrogens.
One helium.
A pulse of energy.
Deuterium and tritium — two heavy forms of hydrogen — fuse into a helium atom and a lone neutron. The new helium weighs slightly less than the parts that went in. That missing mass is released as energy, exactly as Einstein described:
A digital twin you can actually open up.
FusionTwin is an open-source simulation of a fusion reactor — built so students, tinkerers, and curious engineers can see how the machine breathes.
Turn the magnets up. Change the fuel mix. Watch the plasma respond. Every dial is documented. Every equation is in the open. Learn fusion by playing with one.
Follow the Lab Notes.
FusionTwin is being built in the open, one entry at a time. Subscribe your curiosity — watch the project evolve as it happens.
Read the Lab Notes →Laboratory_Output
Key-Finder
Listens to a song, identifies the key of the song, and displays the chord progression of the song (experimental)
ReadAloud
Turn any PDF into natural spoken audio. Upload a document, listen anywhere.
In Development
Next experiment in the pipeline. Check back soon.