Software,
engineered to reason
We build modern web products and the agentic systems that run behind them — pairing craft on the surface with real reasoning underneath.
Fluid, modern interfaces
Fast, fluid web development with a relentless focus on user experience — interfaces that feel inevitable and hold up under real use.
High-reasoning harnesses
High-reasoning agentic harnesses built on open models — with domain-specific fine-tuning so the system reasons in your language, not a generic one.
The Harness — Five Layers
SCHEMATIC — AGENT SYSTEMFiltering raw logs into signal.
The right window, assembled.
Open weights, domain-tuned.
Persistence beyond one run.
Precise tools, not raw access.