Independent technologist. Software, AI and robotics systems — built in public.
I am Aran Kair. I design tools and environments where models have to act in the world, not only talk about it. ONISCOR is my lab and GitHub organization: software, embodied AI and open systems that can be inspected, scored and reused. software, embodied AI and open systems that can be inspected, scored and reused.
The rule is simple: if it cannot be watched, it does not count.
$ python -m vsarena
HOLDPOSE dry-run · VLA track · harness readyRight now I am shipping VSArena — an open browser arena for embodied / VLA stacking. Watch the physics, run a policy, read a public board the browser cannot write.
VSArena ·
next.js / python / rapier
One stacking task on purpose. Rapier at 60 Hz in the browser, a VLA observation
track, a Python SDK and harness ELO. Open the live arena →
Beacon ·
next.js / typescript / open data
Places JPL CAD, JPL Sentry and ESA NEOCC values side by side for the same
near-Earth object. No average, no proprietary risk score.
Open the live system →
NovaCheck ·
typescript / node / sarif
Local-first CLI that finds hallucinated npm and PyPI packages in manifests,
imports, docs and agent files—before you install them. Source stays on the
machine.
WORKING SET / TYPESCRIPT · PYTHON · NEXT.JS · REACT · NODE · RAPIER · BUN · GIT · LINUX
If you work on embodied AI, evaluation in the open, or robotics software, I am interested in sharp protocols, reproducible failures and small collaborations.
github.com/arankair · arankair.dev@gmail.com
Every graphic on this page is generated inside this repository. Public GitHub signals are drawn directly from the GraphQL API by a scheduled workflow. Fonts are subset and embedded. No tracking pixels, external stat cards or runtime data services.

