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AuthTrace AI is an AGPL-3.0+ licensed provenance and licensing intelligence system that verifies authorship, tracks content lineage, and transforms human-created knowledge into structured, licensable digital assets. It provides a trust and economic layer for the open knowledge ecosystem, enabling transparent attribution, distribution, and monetization while preserving creator ownership and enforcing attribution integrity across all derived works. https://roxanneardary.com/authtrace-ai/

CodeClear is an open source AI platform that analyzes laws across all levels of government to determine what is currently valid, what has been partially or fully superseded, and how statutes have evolved over time. It builds a continuously updated “clean slate” view of active law while mapping legal history and detecting contradictions, redundancies, and outdated provisions. In parallel, CodeClear tracks public funding tied to laws, agencies, and organizations to provide full transparency into how resources are allocated and used. https://roxanneardary.com/codeclear/

Axis Juris is a modular, open-source legal intelligence system designed to analyze and structure patent law, case law, and jurisdiction-specific regulations. It combines a continuously updating legal knowledge graph with AI-driven reasoning to provide sourced, cross-referenced analysis of statutes and precedents. Built for scalability across U.S. federal and state systems (and extendable internationally), Axis Juris focuses on legal alignment, conflict detection, and structured understanding of evolving law. https://roxanneardary.com/axisjuris/

StructIQ is an open-source, AI-assisted structural engineering platform that combines traditional FEM with real-time AI support to optimize, simulate, and innovate building designs. It features digital twin capabilities, global building code compliance, predictive hazard analysis, advanced visualization, and an education/training mode. Fully modular, future-proof, and licensed under AGPL 3.0+. https://roxanneardary.com/structiq/

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/

WebDetective is a modular, multi-agent website research and intelligence specification designed to discover, archive, and analyze websites at scale. It examines site structure, content, keywords, backlinks, search visibility, technical SEO, and observable SEO strategies while preserving research evidence and provenance for comprehensive, reproducible analysis. https://roxanneardary.com/webdetective/

CipherMind is a privacy-first, modular specification for AI and multi-agent networks designed to keep humans in control. It provides persistent conversation context, secure authentication, device synchronization, remote access, tool discovery, transparent activity logging, and extensible AI capabilities across devices and environments. https://roxanneardary.com/ciphermind/

AllPost is an open-source, self-hostable social publishing platform that lets users write once and distribute content across multiple social media networks. Built with a plugin-based architecture, encrypted data handling, and workspace support, it is designed for extensibility, transparency, and user ownership—enabling developers and organizations to create, manage, and scale social content without platform lock-in. https://roxanneardary.com/allpost/

Horizon Runtime is an AGPL-3.0+ universal AI runtime built for adaptive mixed-precision inference, reasoning models, multimodal systems, and distributed AI workloads. Designed to be hardware-agnostic and future-proof, it provides a unified execution platform for open-source AI across local devices, enterprise infrastructure, and large-scale deployments. Built Together for the Future. https://roxanneardary.com/horizon-runtime/

SynchroFab is an open-source, AI-driven smart factory platform (EC4P) that integrates edge-cloud intelligence, adaptive robotics, IoT, and sustainability features. Designed for modularity and continuous improvement, it enables factories to self-optimize, collaborate safely with humans, reduce environmental impact, and innovate autonomously. https://roxanneardary.com/synchrofab/

StatuteMind – “Where Law Meets AI Precision” is an open-source AI module that ensures all LLM-generated responses remain fully compliant with national, state/provincial, and local laws. It provides law-aware guidance, risk scoring, safe alternatives, and legal pathway suggestions, empowering users to act creatively within the law while offering transparent citations and explanations. Built for global adaptability, StatuteMind integrates with any LLM and is designed to be extensible, auditable, and fully open-source under AGPL 3.0+. https://roxanneardary.com/statuemind/

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/

Nexa: Continuity Engine is a generational wealth operating system designed to structure, simulate, and govern long-term financial systems through programmable trust logic, multi-trust networks, and lifecycle-aware rules. It enables deterministic modeling of inheritance, asset growth, and governance across decades, transforming traditional estate planning into a structured, time-aware computational framework. https://roxanneardary.com/nexa/

LocaleMaterials is an open-source, modular AI platform that helps users design and build with regenerative, locally sourced, and climate-adaptive materials. It analyzes geography, climate, and real-world supply chains to recommend the most economically and environmentally optimal building systems for any location, then translates those insights into practical, code-aware, build-ready guidance. https://roxanneardary.com/localematerials/

PsycheCross is an AGPL-3.0+ specification for an AI-assisted cognitive framework that explores logic, emotion, instinct, and higher awareness through a symbolic four-direction cross. It helps users examine reactions, identify primitive responses, expand perspective, and integrate multiple forms of information toward more conscious decisions and the highest reasonably achievable outcome. https://roxanneardary.com/psychecross/

PiloQuiet is an AI-driven research and development specification focused on discovering the next generation of permanent, pain-free, and precisely targeted hair removal technologies. It provides a modular framework for analyzing existing methods, hair and skin characteristics, follicle biology, pain pathways, botanical compounds, emerging technologies, patents, safety, cost, and scientific evidence while continuously identifying opportunities to improve or replace current approaches such as laser and electrolysis. https://roxanneardary.com/piloquiet/

Sonaris is a modular multi-task AI specification for researching the intelligence of frequency across sound, vibration, energy, movement, matter, biology, healing, and technology. It provides a structured framework for evidence-based research, experimentation, measurement, methodology development, and discovery across interconnected scientific and technical domains. https://roxanneardary.com/sonaris/

Ambientium is an open hardware specification for discovering, evaluating, and developing materials, devices, construction methods, and computational architectures capable of operating at ambient or near-ambient temperatures. It provides a modular, technology-neutral framework for research, simulation, fabrication, patent-aware design exploration, prototyping, and validation, serving as the physical hardware discovery layer for VigilQuantum. https://roxanneardary.com/ambientium/

Wingstead is an AI-powered bird knowledge and habitat planning system designed to teach users about birds while helping them create healthy, practical environments for gardens, farms, and homesteads. It combines species and breed intelligence, egg production, husbandry, space planning, garden integration, and AI-assisted coop, house, and pen design with precise measurements, diagrams, materials, and construction planning. https://roxanneardary.com/wingstead/

CashOps is a modular AI personal finance optimization system designed to help users earn more from available cash without losing control of it. It intelligently evaluates cash allocation, liquidity, payment timing, prepayment opportunities, and risk-free or principal-protected yield while integrating Nexa, PrePayGuard, and Soluna Finance OS to support safer, more efficient financial operations. https://roxanneardary.com/cashops/