A

audit-trail

AI coding with human accountability. AI assistants can produce changes you cannot reconstruct later. agents-govern makes AI-assisted software work auditable without adding a hosted service or runtime.

Declarative data-reconciliation engine in Go — exact→tolerance→fuzzy→ML cascade matching, audit trail, React workbench. Self-hosted & deterministic.

ProvenanceHub is an open-source, community-driven provenance and lineage intelligence system that tracks the origin, evolution, and transformation of digital artifacts, specifications, and ideas over time. It combines immutable provenance records, semantic search, and AI-driven lineage analysis to build a verifiable “tree of life” for software, research, and digital creation—showing not only where something came from, but how it evolved and what it became. https://roxanneardary.com/provenancehub/