We build out of curiosity.

The black box for AI agents

Cryptographic audit trails, consent-checked data access, and verifiable decision records for agent pipelines. Ed25519 sigchain, Cedar ABAC policy engine, OpenTelemetry GenAI instrumentation. EU AI Act Article 12 aligned. MIT open source.

• Python
• Ed25519
• Cedar ABAC
• OpenTelemetry

An ontological context system

Helping people make sense of information. Built on 13 principles, open to everyone. Runs anywhere Python runs — from a Raspberry Pi to a laptop.

• Python
• Ontology
• LGPL-2.1