Current focus
LiveSupertechstack
A source-backed research platform for investors: it turns documents, news and SEC filings into a testable investment thesis, then argues against it using only cited evidence.
- Ingests SEC EDGAR filings directly from the regulator
- Answers carry citations and a stored trace of every retrieval
- An AI challenger tests each thesis against retrieved evidence only
- Next.js
- TypeScript
- FastAPI
- PostgreSQL
- Vector search
- RAG


