Building tools for the AI-assisted development era
We solve comprehension debt — the growing gap between AI-generated code and developer understanding. Runtime-enforced guardrails that close that gap through deterministic enforcement.
Our Projects
Building tools and platforms for the AI-assisted development era.
Lumioh
In DevelopmentUnified AI-native operations platform. Run your entire business from one system — CRM, projects, contracts, invoicing, and 24+ integrated modules.
VGuard
BetaAI coding guardrails framework. Runtime-enforced quality controls for Claude Code, Cursor, Codex, and more. Prevent comprehension debt before it lands.
Business Context Protocol
In DevelopmentOpen protocol for passing business context to AI agents — a semantic layer on MCP. Give AI agents the business knowledge they need to make informed decisions.
Building in the open
We build in the open. Check out our repositories, contribute to our projects, or become a sponsor.