G

governance

The conformance contract for projects under gitlab-com/public-sector.

Documentation for Data Ecosystem Prototype on governance, business model and a legislative data space

Simplifid enterprise Git-governed catalogue of GPT models approved for use

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MetaBridge is an open-source, ontology-driven data integration and communication platform designed to enable secure, multi-party data sharing through controlled schema evolution, validated ETL pipelines, and strong governance. It provides a modular system for ingesting, transforming, and synchronizing data across heterogeneous systems while maintaining full auditability, spec hygiene, and access control. https://roxanneardary.com/metabridge/

SentinelMesh is an AI governance specification designed to provide intelligent oversight of artificial systems through modular risk assessment, safety evaluation, transparency, monitoring, and federated governance. It enables organizations to understand AI system risks, evaluate impacts, maintain accountability, and support responsible deployment through a structured governance framework. https://roxanneardary.com/sentinelmesh/

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/

ModelSignature is a specification for AI model registry and lifecycle management that provides a permanent record of every model. It standardizes model identity, provenance, versioning, validation, governance, deployment tracking, and lifecycle management to enable trusted, transparent, and interoperable AI systems. https://roxanneardary.com/modelsignature/

IntentMesh is a governance and infrastructure layer that connects software code, licensing, and execution to declared intent. It enables systems to be understood and managed not only through permissions and dependencies, but through structured purpose, compliance rules, and monetization pathways. https://roxanneardary.com/intentmesh/

Human Decision Specification (HDS) is an open, modular standard for building AI systems that keep humans in control of decision-making. It defines a structured workflow where AI systems ask clarifying questions, discover and confirm human intent, evaluate legal and compliance constraints, and provide transparent recommendations. HDS ensures that every significant action is approved by a human, fully auditable, and designed to prevent autonomous decision-making without oversight. https://roxanneardary.com/human-decision-specification/

Workflow Certification is an open specification for validating AI agent workflows by ensuring they include essential components for security, governance, reliability, transparency, and long-term maintainability. It provides a modular framework for certifying workflow architecture, agent capabilities, human oversight, testing, observability, and lifecycle management. https://roxanneardary.com/workflow-certification/

Multi-Agent Conflict Resolution Framework (MACRF) is an open specification that enables autonomous AI agents to resolve conflicts through structured negotiation, governance rules, arbitration, and transparent decision processes. Designed as a modular framework, MACRF provides the foundation for trustworthy multi-agent collaboration across enterprise, research, and decentralized AI environments. https://roxanneardary.com/multi-agent-conflict-resolution-framework/

Policies and other governing documents for SECTOR-C

Core blockchain SDK for the Pezkuwi network — Substrate-based relay chain, Asset Hub, People Chain, and tooling

Aurea is an open-source, AI-powered platform that secures infrastructure-as-code (IaC) across Terraform, Kubernetes, Docker, and Ansible. It integrates with CI/CD pipelines to scan for misconfigurations, detect vulnerabilities, enforce policies, and provide actionable remediation guidance. With predictive AI, collaboration tools, and enterprise-grade governance, Aurea ensures that infrastructure is secure, compliant, and resilient from development to deployment. https://gitlab.com/Roxanne_Ardary/aurea/

Terraform Sentinel policies.

Main Terraform Cloud workspace to govern all projects and workspaces within the organization.

HelmOS is a modular, local-first operating layer that wraps existing AI agents with intent verification, human governance, trust management, workflow orchestration, auditing, and controlled self-improvement. Designed to keep humans at the center of decision-making, HelmOS ensures that actions remain explainable, accountable, and aligned with user intent while providing a standardized framework for building, managing, and governing intelligent agent systems. https://roxanneardary.com/helmos/

Ce dépôt centralise les documents, ressources et informations partagées entre les projets de l'organisation lhndev. Il inclut :

Les fichiers de gouvernance (Code de Conduite, guidelines). Les ressources communes aux sous-projets. La documentation du projet global et des initiatives liées. Son objectif est d’offrir un point de référence unique pour faciliter la collaboration et la gestion des projets de lhndev.

AI governance project — policy and safety experiments.