A

AGPL V3+

Open Arsenal provides open, self-hosted software specifications designed for deployment across private and public networks. Built for portability, interoperability, and transparency, each specification gives organizations the freedom to implement and customize solutions without vendor lock-in while remaining free to use under the AGPL-3.0+ license with required attribution. Specification Branding Licenses available upon request. https://roxanneardary.com/open-source-projects/

PublicStack AI is an open-source system that analyzes software projects and recommends full open-source repositories to enhance or replace parts of a stack. Instead of suggesting code snippets, it focuses on system-level composition—helping developers build better software by assembling proven repositories from across the open-source ecosystem, with built-in license awareness and automatic attribution tracking. https://gitlab.com/Roxanne_Ardary/publicstackai

RAGBase is a schema-enforced infrastructure layer for building modular Retrieval-Augmented Generation (RAG) systems. It provides a strict, contract-driven architecture where every component—ingestion, embedding, retrieval, and generation—is defined by explicit input/output schemas and validated through a built-in spec hygiene layer. This ensures predictable behavior, prevents system drift, and enables safe module interchangeability in production-grade AI pipelines. https://roxanneardary.com/ragbase/

Crystal Ledger is an open-source custodial financial infrastructure platform built to replace opaque banking systems with verifiable, transparent, and cryptographically auditable accounting. Designed around sound money principles and Bitcoin-first treasury management, it provides real-time proof of reserves, immutable financial records, and deterministic interest accounting. Every balance, liability, and yield source is structured to be independently verifiable, ensuring that financial trust is replaced by mathematical proof. https://roxanneardary.com/crystal-ledger/

EnerAgent is an open-source, AI-driven energy management platform designed to optimize energy usage, reduce carbon emissions, and enable advanced predictive and strategic operations. It integrates real-time monitoring, multi-site optimization, AI-powered forecasting, human-AI collaboration, and sustainability tracking into a single modular platform. EnerAgent is built for industrial, commercial, and societal energy ecosystems, empowering organizations and communities to make smarter, greener, and more cost-effective energy decisions while fostering open innovation. https://roxanneardary.com/eneragent/

CircuitPath is an open-source framework for advanced chiplet packaging and system integration, enabling modular AI and HPC architectures through standardized chiplet models, interposer layouts, and simulation-driven design. Built under AGPL-3.0+, it provides a fully extensible ecosystem for modeling bandwidth, thermal behavior, and data movement across multi-die systems, empowering contributors to shape the future of open chiplet-based computing. https://roxanneardary.com/circuitpath/

FieldCell Systems is an open-source hydrogen energy storage platform designed to replace traditional battery systems with long-duration, repairable, and modular infrastructure. It converts renewable electricity into hydrogen for storage and back into electricity through a reversible system built for homes, farms, and microgrids. The project emphasizes transparency, sustainability, and reduced reliance on disposable chemical batteries that contribute to landfill waste. https://roxanneardary.com/fieldcellsystems/

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/

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/

OpenHighway is an open-source civic transparency platform designed to track how highway funding moves from its original sources—such as taxes, tolls, and federal allocations—through government agencies, contracts, and contractors, all the way to completed infrastructure projects. It provides a unified, auditable system for visualizing revenue, spending, and project outcomes to improve public accountability in transportation infrastructure. https://roxanneardary.com/openhighway/

CommonVote System is an open-source, distributed voting infrastructure protocol designed to enable secure, verifiable, and jurisdiction-adaptable elections. It uses end-to-end encryption, cryptographic identity verification, and one-time voting tokens to ensure ballot integrity while preserving voter privacy. The system separates identity, voting, and audit layers, with blockchain-based immutable vote recording and a compliance-driven jurisdiction plugin model that allows states and countries to define legal election rules without modifying the core cryptographic system. https://roxanneardary.com/commonvote-system/

HarmoniX Drive is an open-source VR platform where musical performance directly controls high-speed racing gameplay. Players use instruments through VR input or precision glove tracking, and their accuracy, timing, and expression determine vehicle speed, handling, and performance in real time.

The project is modular and built around instrument-based gameplay systems (such as piano, drums, and guitar), each functioning as its own plugin with unique input rules and scoring logic. It combines music learning, competitive racing, and real-time feedback systems including replays, AI opponents, and training modes. https://roxanneardary.com/harmonixdrive/

TruthLayer is an open-source product intelligence system that compares products using verified data, deterministic calculations, and transparent scoring models instead of opinions or assumptions. It normalizes product features, validates information across multiple sources, and produces reproducible rankings with clear explanations of how each result is computed. https://roxanneardary.com/truthlayer/

VoltMesh is an open-source mobility platform that replaces proprietary in-car systems with a universal, hardware-agnostic operating layer. It unifies screen mirroring, real-time vehicle diagnostics, EV energy intelligence, and fleet coordination into a distributed mesh network that enables smarter routing, safer robotaxi dispatch, and cross-vehicle swarm intelligence. https://roxanneardary.com/voltmesh/

CivicLayer is an open-source civic transparency system that generates and evaluates district maps using population data, fairness constraints, and a verified residency layer. It provides tools to detect demographic discrepancies, visualize representation imbalances, and ensure reproducible, auditable districting analysis focused on accountability and transparency. https://roxanneardary.com/civiclayer/

NarrativeLayer is an open-source system that transforms RSS feeds into structured, AI-enhanced discussion threads, combining a traditional feed view with an engagement-ranked forum where content evolves through comments, summaries, and semantic linking. https://roxanneardary.com/narrativelayer/

StoryWeaver is an open, modular, and federated AI skill library that enables agents to discover, share, and execute reusable capabilities. Designed for local, private, and cloud deployments, it combines privacy controls, human-in-the-loop consent, customizable themes, and secure skill management to create a flexible ecosystem for intelligent agents. https://roxanneardary.com/storyweaver/

Velyndor – Skills, Growth, Legacy is an open source, AI-driven MMO where players shape a dynamic world through adventure, tactical combat, eco-conscious crafting, and professional skill mastery. Explore, build, craft, and leave a lasting legacy in a living world that evolves with every choice. https://roxanneardary.com/velyndor/

OpenBirth Platform is an open source demographic data system designed to track, organize, and analyze birth statistics across the world. The platform provides modular tools for collecting, validating, visualizing, and researching birth trends from national regions to local communities, supporting transparent demographic research through open data. https://roxanneardary.com/openbirth-platform/

PrivyKey is an open-source, privacy-first authentication app that generates and manages secure two-factor authentication (2FA) codes using fully encrypted, local-only storage. Built with a modular, zero-knowledge architecture, it ensures that users retain complete control over their authentication secrets while maintaining strong protection against breaches, phishing, and unauthorized access. https://roxanneardary.com/privykey/