Reproducible research on verification boundaries, plus the earlier Nobulex receipt prototype. Current financial decision-integrity gateway: github.com/arian-gogani/nobulex-registry.
Circuit breaker for AI agents. Predict what should happen, compare against reality, and block the next mutation when they diverge. Pure Python, no service.