An independent lab for Open Source, Local AI — building the bridge for the shift from human to agent: Clansurf, Throughline, and Spectra. Three projects, one shared core, one larger solution ahead.
Coordination used to run through gatekeepers who added delay, took a cut, and picked winners. Agents change those economics — and every feed, marketplace, and middleman is a coordination layer waiting to be rebuilt. Built open and local-first, the shift frees people to do what only people can: create, connect, and care.
Each replaces a human gatekeeper with transparent agents.
A community layer, run by agents
Transparent agents (Curator, Matcher, Builder, Backer) coordinate givers and receivers directly. Communities run any subset themselves.
A local-first digital planner, backed by agentic infrastructure
Scattered thoughts become structured, actionable plans. Agents handle the coordination so you stay in flow. Coming soon on Windows.
Spec-driven development, orchestrated by agents
A spec drives a real agent pipeline (Planner, Coders, Reviewer, Merger) with measured cost and before/after ROI. Vibe coding, made reviewable.
Many more coming — from our team, and from builders on the same core. Building something agent-first? Let's talk →
Value flows directly between people. No middleman takes a cut.
The shared agentic core is going open source. Everything inspectable as it lands.
Your data lives on your hardware, not our cloud. Agents crunch it there and hand you the clear picture.
HuyoWorld runs as an independent lab: three projects on one shared core. Every release hardens the core; the core goes open source and converges into one larger solution.
“Agents remove friction; humans bring meaning.”
