Open-sourcing pentimento: an AI audit pipeline that has to prove what it finds

Dan Ogurtsov · Sep 2026

An open-source Solidity audit pipeline built after surveying 84 existing AI audit tools and the latest agentic-engineering practice: deterministic signals before every LLM call, an adversarial protocol that computes its own verdict in code, and a real, executed proof-of-concept for every confirmed finding.