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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.

VectorMeter is an open, modular metering and resource accounting system built on the Open Metering Specification (OMS) that provides immutable, auditable tracking of compute, time, and infrastructure usage across AI systems, cloud environments, and physical-world services. It enables deterministic billing, per-agent resource attribution, and verifiable audit trails so that every measured action can be traced from execution to invoice with full transparency and compliance support. https://gitlab.com/Roxanne_Ardary/vectormeter

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/