Kybercel / Product Codex
A local-first governance system that places deterministic, versioned constraints at explicit AI action boundaries.
Problem
AI agents can move generated work into operational systems, while prompts alone do not provide deterministic enforcement of business, architecture, security, or approval rules.
Riley's contribution
Riley designed and built the product family across its rule engine, delivery surfaces, governed runtime behavior, review experience, and operating controls.
Decisions
The architecture separates a reusable deterministic TypeScript core from the CLI, MCP server, workbench, runtime adapters, and other delivery surfaces so that rule semantics remain consistent across integrations.
Implemented capability
implemented
Implemented capabilities include a TypeScript rule core, CLI, MCP server, governance workbench, governed runtime wrapper, policy packs, runtime adapters, redaction-aware audit evidence, explicit action boundaries, and enforcement-strength reporting.
Future direction
planned
Planned direction includes expanding source-backed domain policy packs and governed delivery surfaces; this record does not make a public roadmap or delivery-date commitment.
Hiring relevance
The work demonstrates current judgment across platform architecture, developer workflows, security boundaries, governance, product delivery, and honest reporting of control strength.