A

AGPL3

TotalRemote is an open-source universal TV control system that unifies multiple control methods—including IR, HDMI-CEC, and smart TV APIs—into a single, plugin-based platform. It provides a consistent command layer for different devices, supports automatic device discovery, and integrates with smart home systems like Home Assistant and MQTT for automation. https://roxanneardary.com/totalremote/

FlightDynamics is an open, AI-native specification for launch planning, mission engineering, orbital dynamics, and space operations. It defines a modular, implementation-agnostic standard for modeling and optimizing every stage of a space mission lifecycle, from early mission design through launch execution, orbital operations, and end-of-life planning. Designed for local-first deployment with optional integration into distributed systems, FlightDynamics enables interoperable, explainable, and extensible mission planning systems without vendor lock-in. https://roxanneardary.com/flightdynamics/

OpenCluster is a modular, federated, open-source infrastructure platform built for sovereign AI, distributed compute, municipal resilience, and community-owned infrastructure. Designed around AGPL-3.0+ licensed software and open hardware principles, OpenCluster enables scalable, repairable, and upgradeable systems that prioritize federation, security, resilience, and long-term sustainability without centralized vendor lock-in. https://roxanneardary.com/opencluster/

SecurePath is an open-source, enterprise-grade framework for AI evaluation, red-teaming, and regulatory compliance. It provides sandboxed testing, policy-aligned metrics, multi-modal evaluation, training data sensitivity analysis, and historical compliance tracking, all while maintaining audit-ready logs and dashboards. Designed for organizations, enterprises, and research teams, SecurePath ensures AI safety, transparency, and regulatory assurance. https://roxanneardary.com/securepath/

VerifyRights is an open specification for AI-driven software license verification, commercial usage monitoring, and enterprise compliance intelligence. It provides a standardized framework for tracking license holders, authorized entities, websites, and networks while producing verifiable evidence of commercial deployments and potential licensing discrepancies. VerifyRights helps organizations monitor license agreements at scale through explainable AI, evidence-based analysis, and human-in-the-loop governance. https://roxanneardary.com/verifyrights/

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/

Power Transparency Network (PTN) is an AGPL 3.0+ modular intelligence system that analyzes how energy is produced, controlled, owned, and experienced across the United States. It maps state-level energy generation, vendor concentration, and ownership sovereignty while extending into household-level energy independence modeling. The system is designed to expose structural dependencies in energy markets and provide transparent, data-driven insight into monopoly risk, energy resilience, and domestic infrastructure control. https://roxanneardary.com/power-transparency-network/

CNC Companion is an open-source AI tutor for apprentice machinists. It provides step-by-step lessons, real-time guidance, skill tracking, and immersive learning tools for CNC and other shop floor machines. With adaptive instruction, AR support, and a community-driven lesson marketplace, CNC Companion helps novices learn safely, improve precision, and master machining from beginner to expert. https://roxanneardary.com/cnc-companion/

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

ChangeCore is a content intelligence system that continuously improves web pages by detecting outdated information, tracking relevance shifts, and aligning content with real-world truth and evolving user intent. It combines multi-agent analysis, external data ingestion, and AI search visibility optimization to ensure content remains accurate, discoverable, and useful over time. https://roxanneardary.com/changecore/

CIRRUS GRID is a modular atmospheric intelligence network that transforms airspace into a distributed, self-healing communication and compute system. It operates across ground, low-altitude autonomous swarms, and stratospheric platforms to enable persistent connectivity, real-time sensing, and adaptive coordination without reliance on fixed terrestrial infrastructure. https://roxanneardary.com/cirrus-grid/

The Interpretation Layer is a modular, human-in-the-loop AI system that transforms structured moral interpretations of textual passages into modern, grounded human narratives. It uses a transparent pipeline where AI suggests ethical meanings, humans validate the intended moral, and the system generates narrative outputs based on that selection. Designed for auditability and neutrality, it functions as a computational layer between text and meaning rather than an authority on interpretation. https://roxanneardary.com/the-interpretation-layer/

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/

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/

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/