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roxanneardary

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/

VeritasChain is an open specification for evidence-based causal intelligence that enables AI systems to trace the relationships between decisions, laws, economic changes, technological developments, and historical events. It provides a modular framework for understanding why outcomes occur by connecting verified evidence, long-term timelines, and explainable causal analysis across industries and institutions. https://roxanneardary.com/veritaschain/

Temporal Media Graph is a human-gated, modular cinematic production system that replaces prompt-based generation with structured, time-aware planning. It transforms creative intent into a navigable graph of narrative, scenes, shots, and assets before any media is generated, ensuring full directorial control, continuity, and iterative refinement throughout the entire production process. https://roxanneardary.com/temporal-media-graph/

PublicSafe is an open-source browser extension that helps users protect sensitive information through client-side encryption, secure key management, and privacy-focused tools. Designed with a zero-knowledge architecture and built under the AGPL-3.0+ license, PublicSafe gives users greater control over their data while providing a simple, transparent, and accessible security experience across modern web browsers. https://roxanneardary.com/publicsafe/

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/

ExitCompute is an open-source AI platform that combines macroeconomic signals, portfolio risk models, and tax-aware analysis to help retail investors plan a safe, optimized exit from the stock market. Built with transparent RIA-style principles, it provides scenario modeling, personalized exit pacing, and clear decision-support tools—all licensed under AGPL-3.0+ with required attribution. https://roxanneardary.com/exitcompute/

Quantara is an open-source, creator-first advertising platform that connects businesses and content creators through transparent, permission-based campaigns. Businesses create product and brand ads with clear terms, while creators choose which categories, products, and partnerships they want to display across their websites, blogs, newsletters, and social media. Designed to replace traditional ad networks, Quantara prioritizes fairness, control, and performance by ensuring ads are relevant, consensual, and aligned with creator and audience preferences. https://roxanneardary.com/quantara/

Open Ad Intelligence Network (OAIN) is an open-source, AI-driven advertising platform that lets businesses and creators generate ads, distribute them across platforms, and track performance through verified links and watermark-based attribution. It combines AI content generation, predictive analytics, and autonomous optimization with a transparent revenue-sharing system so all contributors are fairly rewarded for their participation and impact. https://roxanneardary.com/open-ad-intelligence-network/

Odessa Drive is an open-source, AI-powered vehicle intelligence system that uses voice input and GPS tracking to automatically log business mileage, fuel purchases, and vehicle repairs. It maintains structured, audit-ready records and applies versioned IRS tax rules to support compliant, transparent reporting and decision-making. https://roxanneardary.com/odessadrive/

Securekit is a protocol-agnostic security kernel that enforces zero-trust, sandboxed execution for AI tool use. It sits between any LLM or agent system and its tools, validating, isolating, and auditing every action to prevent unsafe execution across MCP, OpenAI tools, and custom AI protocols. https://roxanneardary.com/securekit/

Pelagia is an open, modular specification for creating living ocean worlds. It defines a framework for underwater exploration, spearfishing, diving, marine ecosystems, mapping, treasure discovery, research, conservation, and multiplayer experiences. Designed around interoperable modules, Pelagia enables developers to build evolving underwater environments where the ocean exists beyond the player. https://roxanneardary.com/pelagia/

FrontierForge is an AGPL 3.0+ open-source AI-powered research and invention platform designed to transform ideas into reality. By combining scientific research, patent intelligence, semiconductor analysis, architecture design, simulation, knowledge discovery, and autonomous innovation workflows, FrontierForge helps researchers, engineers, inventors, and organizations discover opportunities, generate breakthroughs, validate concepts, and accelerate the development of next-generation technologies. https://roxanneardary.com/frontierforge/

Audiovista is an open-source cinematic AI engine that synchronizes audio and video with professional precision, including dialogue, sound effects, ambient audio, and adaptive music. Physics-aware, predictive, and interactive, it supports real-time previews, multi-track editing, VR/AR output, and cross-media export, empowering creators to produce immersive, AI-assisted cinematic experiences. https://roxanneardary.com/audiovista/

ResponseOS is an open-source platform for reproducible clinical research analysis that re-examines medical studies to identify what truly drives patient outcomes. It aggregates and normalizes clinical trial data, applies Bayesian and meta-analytic methods to measure treatment effects against placebo signals, and highlights areas requiring further biological investigation. Designed for transparency and auditability, ResponseOS builds a continuously updated knowledge system where all analyses are versioned, reproducible, and open to scientific scrutiny under the AGPL-3.0+ license. https://roxanneardary.com/responseos/

CortexLoop is a human-in-the-loop AI orchestration system designed to keep all reasoning, planning, and execution fully transparent, structured, and under human control. It transforms AI from an autonomous or opaque assistant into a governed cognitive loop where multiple solution paths are generated, evaluated for risk and confidence, and returned to the user for decision-making. Every action is logged through a decision ledger, enforced by a policy engine, and constrained by strict system rules including AGPL+ licensing and attribution requirements. The result is a traceable, auditable AI system that prioritizes clarity, accountability, and human authority at every step. https://roxanneardary.com/cortexloop/

Commons Reasoning Network is an open-source, AGPL 3.0+ federated intelligence infrastructure designed to support autonomous agents, distributed compute, and interoperable AI systems. It provides a modular platform for reasoning, memory, identity, and economic coordination through an open protocol (UAP), enabling scalable agent ecosystems, cooperative governance, and public-interest AI infrastructure without centralized control. https://roxanneardary.com/commons-reasoning-network/

Zentis is an open-source infrastructure layer for interpretive governance, designed to separate platform policy enforcement from probabilistic legal risk analysis. It provides structured, explainable scoring of digital content across policy rules and jurisdiction-aware legal frameworks, enabling transparent, user-controlled governance without making deterministic legal judgments. https://roxanneardary.com/zentis/

Atlas Urban Intelligence is an AGPL 3.0+ modular smart city AI system that transforms distributed edge sensor data into real-time, event-based urban intelligence. It is designed around privacy-by-default principles, ensuring no persistent identity tracking while enabling scalable analysis of real-world motion across intersections, highways, and urban environments. The system combines edge inference, federated learning, and a policy-driven compliance layer to deliver transparent, auditable, and privacy-preserving city-scale intelligence. https://roxanneardary.com/atlas-urban-intelligence/

Vexa is a privacy-first, human-in-the-loop AI orchestration platform that connects and automates enterprise tools through a secure, auditable control layer. It enables users to build and execute multi-step workflows across systems like Slack, Jira, and Salesforce while enforcing strict privacy controls, zero-trust data handling, and full execution transparency through explainable, replayable actions. https://roxanneardary.com/vexa/

Covenant AI is an open-source artificial intelligence infrastructure platform focused on human authority, bounded autonomy, transparency, privacy, and accountable AI execution. Built as a complete alternative to traditional AI agent frameworks, Covenant AI ensures that every AI action is authorized, explainable, revocable, and verifiable — creating intelligence systems that remain fully accountable to the people they serve. https://roxanneardary.com/covenantai/