Martin Arva

Python, SQL, MCP, Dolt, AI agent architecture, business ontology design

How to get business knowledge into structured ontologies without manual work (the ingest problem).

Right Reasons — versioned business ontology giving AI agents deterministic access to "why?" questions. github.com/Right-Reasons/right-reasons

Early users who want their AI agents to understand institutional reasoning. Open source contributors. Conversations about MCP, knowledge graphs, and agent infrastructure.