Intelligence in motion
We build AI
that moves.
Open tools, intelligent systems, and new ventures built at the edge of what is newly possible.
01 / Proof in public
Evidence, not adjectives.
We ship in public. Every number below is drawn from our open GitHub work—not a pitch deck.
GitHub data refreshed . Verify source ↗
02 / Selected work
Systems already in motion.
Selected projects across agent infrastructure, multimodal generation, and market intelligence.
01
Agent infrastructure
xhs-mcp
MCP server and CLI for social platform publishing, search, recommendations, and workflow automation.
02
AI gateway
Zephyr
A multimodal AI generation gateway designed to unify creative model workflows.
03
Market intelligence
Quanta
An AI-powered quantitative system for real-time market analysis and decision support.
03 / Capabilities
From signal to system.
We connect technical exploration to focused products and long-term company building.
AI Infrastructure
MCP systems, agent orchestration, model gateways, and automation built for real operating environments.
Intelligent Products
Focused tools that turn emerging capabilities into clear, practical utility for the people using them.
Venture Incubation
Rapid experiments developed into durable products and businesses when genuine momentum appears.
04 / Our thesis
Open source is how
we learn in public.
Useful intelligence does not emerge from isolation. We expose ideas to reality early, then let genuine adoption guide where we go deep.
-
01
Build quickly
Turn a new technical signal into something concrete.
-
02
Publish openly
Release useful primitives and invite real scrutiny.
-
03
Follow adoption
Let usage reveal where durable value is forming.
-
04
Invest deeply
Commit to the strongest ideas with long-term intent.
05 / Partnership
Put intelligence
in motion.
For strategic partnerships, ambitious product ideas, and conversations about what comes next.
The conversation form is a public GitHub issue. Do not submit confidential information.