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agent-governance

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.

GovernanceFabric is an open source AI governance specification that provides a structured framework for policy enforcement, continuous monitoring, audit compliance, and accountable AI operations. It enables organizations to build trust into intelligent systems through transparent governance, risk management, evidence tracking, and human oversight. https://roxanneardary.com/governancefabric/

Guideon IA is a local control layer for AI-assisted development. It standardizes how coding agents read project context, skills, permissions, model profiles, memory settings, and workflow rules, making agent-based development more reproducible, auditable, and portable across tools.