Turn what your agents learn into infrastructure you own.
Holaxis makes Superbee, the agent-native workspace where people and agents build shared knowledge that compounds across sessions.
Superbee is available as a free, open-source npm package.
The Problem
Most of what a session learns stays in the session.
Every day, your people and AI agents analyze problems, make decisions, and build solutions. When the session ends, much of that stays in chat threads no one revisits. The next person or agent often starts over, and you pay twice: once in people's time and again in compute. Superbee turns that work into connected records of your clients, projects, decisions, and methods that every person and agent can find, trust, and build on.
What one session learns, future sessions can rely on.
The Difference
Work that builds on itself.
- New sessions start from what your team already knows.
- Decisions stay findable, with their reasons and evidence attached.
- Methods worked out once get reused by every person and agent.
- See every open risk or late deliverable, not just what a keyword search turns up.
- Every change is attributed and versioned, so handoffs keep their context.
The proof
Tested on the hardest problem we could find.
Don't take our word for it. To test our approach, we took on the hardest problem we could find. With no traditional training in astronomy, we led one of the largest peer-reviewed studies of TESS data, and contributed fixes back to TRICERATOPS, the validation software astronomers have relied on since 2020. The workspace we built for that study let expert judgment and agent-scale execution work as one auditable system. What it taught us became Superbee.
Published online October 5, 2026 The Astronomical Journal
80
Statistically validated planets
64
Newly validated planets
41
Contributing authors
Work With Us
Build something that lasts.
We want to hear from you, whether it's feedback about Superbee, partnership opportunities, or ideas for new features.