Team

A small lab, deliberately

TSOK is run as a community, not a company — a few humans setting direction and reviewing, agents doing the operational work. That asymmetry is the point.

Andrii Tsok

Andrii TsokGitHub

Founder & Engineer

Builds the governed agent stack — from the MCPG gateway to the agentd runtime — and runs the lab.

Ihor Zahnybida

Ihor ZahnybidaGitHub

Technical Staff, Software Engineering

Engineering across the lab's stack.

Nataliia Tsok

Nataliia TsokGitHub

Experience Staff, Agentic UI/UX

Designs the interfaces through which humans oversee agents — the lab's third principle made tangible.

How we work

Three habits

RFC-driven

Significant changes start as written design docs. The RFC corpora across our repositories are the lab’s actual research output — decisions with reasons attached.

Agents in the loop

We build agent infrastructure by operating it: AI agents research, implement, and review work here every day, under the oversight patterns we publish.

Honest labels

Every project carries its real maturity. Numbers over adjectives; measured stats over marketing claims; sandbox means sandbox.

Join

Work with us in the open.

No hiring pipeline — contribution is the interview. Pick a sandbox project, file honest friction, write an RFC digest.

How to contribute →