Ask a question.
Bring something you’re trying to understand, whether it’s a new tool, a design choice, or your next step in tech.
A community for people in tech
People who take an interest in what you’re building, help you work through a question, and share what they know.
Builders, learners, and people finding their footing are welcome. We’re especially curious about AI and agentic systems, with room for work across technology.
There’s more than one way in
Bring something you’re trying to understand, whether it’s a new tool, a design choice, or your next step in tech.
Show what you’re trying, what happened, and where you’re stuck. You don’t need a polished demo.
Try someone’s project, offer feedback when it’s wanted, or help answer a question. Listening counts, too.
The Learning Hub / Free
Free books and short animated lessons for working engineers, built from the Lab’s real experiments. Read a chapter, download it as a PDF, or watch it as a few short videos.

What we’re building / Open source
Try one, open an issue, or bring results from your own hardware to the Discord.
v0.1.1 nearly ready
Put AI agents to work on your code. A judge they can't touch keeps only what's proven.
v0.2.1 released
Your bot, built and configured how you want it. Local first, with only the add-ons you choose.
v0.1.0 released
A custom engine and quantization that make a ~$100 GPU from 2016 run a modern 27B model.
In development
Small models, measured the way people really run them. Every quant against its full-precision original.
The Lab / Open research
GPUs old and new, three DGX Sparks and benches of small devices, in one room. Thermite, fxbot, tensorless and Small Model Arena are run, tested and measured there, and what we learn goes into the Learning Hub.
In the Lab now
Good company for your curiosity
You don’t need a project or Lab access to take part.