Team

Building the execution layer for autonomous systems.

Mindburn Labs is focused on one public wedge: HELM, the fail-closed boundary for consequential AI actions.

CEO · Co-founder

Ivan Peychev

Architects HELM and the execution-boundary semantics behind Mindburn Labs.

Owns the kernel-level product thesis: models propose, deterministic policy decides, evidence records the result.

COO · Co-founder

Kirill Melnikov

Leads company buildout, release coordination, and customer-facing work.

Keeps the company surface tied to what has shipped and what serious operators can inspect.

Credibility should resolve to what can be inspected.

Start with the repo, the demo receipt, and the build log before any broader thesis.

Assistant