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AGPL3

Magistrate Title Services is an open-source, AGPL-3.0+ platform that modernizes real estate title and escrow processes using a hybrid blockchain architecture, AI-powered verification, and encrypted data systems. It combines public blockchain transparency with permissioned legal recordkeeping to improve security, reduce fraud, and increase trust in property transactions. https://roxanneardary.com/magistrate-title-services/

SwapCell is a DIY modular, open-source smartphone platform built for long-term ownership, repairability, and evolution. It combines interchangeable hardware modules, a Linux-based mobile operating system, and an AI-driven system manager that can automatically update software, optimize performance, and configure new hardware.

At its core, SwapCell uses a capability-based Universal Device Connectivity Layer (UDCL) that allows any compatible device to integrate through standardized functions rather than fixed drivers, making the system adaptable to future technologies. https://roxanneardary.com/swapcell/

BreakSignal is an open-source AI audit framework that evaluates consistency, transparency, and factual reliability across AI systems by running structured prompt tests, comparing outputs, and measuring inconsistency at scale. https://roxanneardary.com/breaksignal/

FluxGrid Infrastructure is an open-source system for wireless EV charging that turns parking spaces into intelligent energy platforms. Vehicles simply align over an inductive ground pad and charge automatically without cables, while integrated thermal control maintains efficiency in all weather conditions. The system combines hardware, embedded firmware, and grid-level software to manage power delivery, safety, and load balancing in real time.

Beyond charging, FluxGrid is designed as a full infrastructure layer for autonomous mobility. It includes safety intelligence for environmental monitoring and fault prevention, grid optimization for energy distribution, and vehicle-to-grid capability for energy sharing. https://roxanneardary.com/fluxgridinfrastructure/

Evidence Chain Network (ECN) is an open-source platform for anonymously submitting, structuring, and preserving verifiable evidence of potential anti-competitive and market behavior, creating a transparent, searchable public registry of documented claims and supporting proof. https://roxanneardary.com/evidence-chain-network/

PathCore AI is an open-source, AGPL-3.0+ licensed, voice-first navigation intelligence system that replaces traditional GPS apps with a conversational, privacy-focused routing engine. It integrates with any smart vehicle AI, continuously adapts to real-time conditions, learns user habits locally, and provides predictive, explainable navigation without requiring screens, accounts, or data tracking. https://roxanneardary.com/pathcoreai/

Invisible infrastructure for Dracon developer workspaces: git sync, system guard, and warden encryption utilities.

AgentBlocks is an open-source ecosystem for building the future of AI experiences. It provides modular building blocks for AI interfaces, agent workflows, personalities, and themes, allowing creators to design, share, license, and deploy intelligent applications through an open, decentralized marketplace. https://roxanneardary.com/agentblocks/

OrpycaMCP — Free, AGPL-v3 Electronic Records & Document Management System (SGDEA) for Latin American institutions. A FastAPI microservices reimplementation of Orfeo, compliant with Colombian archival law and AI-ready via the Model Context Protocol (MCP).

Human Intent Governance Standard (HIGS) is a structured framework for building AI systems that operate under verified human intent, enforceable policy, and auditable compliance. It ensures that every decision passes through intent clarification, legal and policy validation, risk assessment, and human approval before execution. Designed for regulated and high-trust environments, HIGS prioritizes transparency, explainability, and human accountability while enabling modular, extensible governance across legal, technical, and organizational domains. https://roxanneardary.com/human-intent-governance-standard/

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/

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/

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/

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/

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/