From a Raspberry Pi to a DGX Spark: the state of local models in 2026
The hardware to hold a capable model got cheap, and the models got small enough to fit. What runs on the machines in your bedroom, and the two numbers that decide it.
Blog
Technical write-ups from our projects: open-source tools we ship, the models we run, and the engineering decisions we make along the way.
The hardware to hold a capable model got cheap, and the models got small enough to fit. What runs on the machines in your bedroom, and the two numbers that decide it.
Anthropic's engineering blog describes how to build agents in production. agent-stdlib packages those procedures into installable skills, MCP servers, and safety hooks you can run in any harness.
This website is a public GitHub repository, and so is the rest of our stack. The practical case for building on open source.
We built our production website with Qwen3.6-27B, an open-source model from Alibaba. What frontier open-weight models can do now, and where you still need a person in the loop.