we sell data pipelines, evaluation harnesses, and agentic systems. these are the ones we built for ourselves, still operate, and stress-test before a client sees anything.
a fully autonomous AI vtuber that live-streams unsupervised. 61 tools, browser automation over the devtools protocol, a persistent memory and goal system, and the ability to edit her own code while streaming. the proving ground for everything we claim about agent reliability, and where our data grading pipeline was built.
read the case study →a native desktop app for agentic coding, built in rust and tauri. runs agents in parallel on isolated branches, streams the model's thinking live, tracks your usage limits and acts before you hit them. mac, windows, and linux, with a free demo.
see the product →a pre-market analysis system that runs before the opening bell. two frontier models read the same evidence independently, a third pass merges them with an explicit divergence check, and every call is graded the next day against what the market actually did. an ensemble that grades itself in public.
see how it works →also from the lab: voidsynth (a generative modular synth) · glorps (twitch channel-point tts and AI mascots for streamers) · toast hell (game) · blackjack
the same people who built these do the client work.