Applied AI
Model training, fine-tuning, and deployment, with accuracy, repeatability, and speed tested on the target hardware.
Seed Forty Two
The answer, every run.AI, embedded systems, automation, and 3D design.
What we do
Each project starts with a practical problem and a clear way to test the result.
Embedded systems
Firmware and device software in C and C++. Built around timing, memory, and direct control of the hardware.
Automation & workflows
Workflow design and system development. Software, integrations, and human decisions brought into one working system.
3D design & printing
Digital modeling and 3D printing, from the first shape to a part you can hold.
Much of our work stays private.
02 / Why 42
Why Seed
Forty Two?
In code, random.seed(42) gives a random number generator a known starting point. With the same generator and sequence of calls, the same seed reproduces the same numbers. That lets us repeat experiments and check their results.
- ML training LibTorch / C++
torch::manual_seed(42);- LLM sampling llama.cpp / C and C++
llama_sampler_init_dist(42);
Forty Two comes from Douglas Adams’s The Hitchhiker’s Guide to the Galaxy. The supercomputer Deep Thought gives 42 as the answer to the Ultimate Question of Life, the Universe, and Everything. But nobody knows what the question is, so the answer alone tells them little.
The seed could be another number. Choosing 42 is our tribute to the story and a shared joke with programmers and data scientists.
Our name connects that humor with a serious working principle: results we can verify and reproduce. Each project starts by agreeing what it must do and how to measure it. Across AI, devices, workflows, and physical parts, we test against those requirements, repeat tests under controlled conditions, and investigate differences.
03 / Contact
What are you
building?
Tell us what you want to build or improve, and what a successful result needs to do.