Our own product / R&D, not client work

Lab

We built these ourselves. Our products and R&D - proof you can't fake.

Lab

How we actually build with AI assistants

Our workflow with AI assistants: five stages, hard gates, separate scopes, independent review, and machine validation of the result.

Claude Code · Codex · git · GitHub Actions · MDX · Next.js

Knowledge graph tools - graphs from many sources

Our tools for building knowledge graphs from code, documents, and articles: topic clusters, an audit trail for every relationship, and exports ready for RAG.

Python · networkx · Claude · Whisper · Neo4j · GraphML · MCP

Analytics and prediction platform on TimescaleDB

Our product in production: monitored data collectors, a time-series database, dashboards, and recurring reports. We built it for ourselves.

TimescaleDB · PostgreSQL · Python · FastAPI · Next.js · React · VPS · Discord

AI research workflows in Claude Code and Codex

Our multi-agent workflows: parallel distillation, a panel of independent drafts, a judge, and adversarial review. This is how we built this website.

Claude Code · Codex · subagenci · MCP · Python · git