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Selected projects

Two current case studies showing how product, platform, governance, security, and operations decisions connect.

Kybercel / Product Codex

A local-first governance system that places deterministic, versioned constraints at explicit AI action boundaries.

The work demonstrates current judgment across platform architecture, developer workflows, security boundaries, governance, product delivery, and honest reporting of control strength.

Badgerlane

End-to-end product and platform work on a trust-sensitive financial-planning application.

The work demonstrates current end-to-end engineering judgment where product experience, platform reliability, security boundaries, business rules, integrations, and operations have to remain coherent.