A

AGPL V3+

Vendra is an open-source, modular operating system for smart vending infrastructure. Designed to power the next generation of automated retail, Vendra combines machine management, inventory intelligence, AI optimization, payments, analytics, and customer engagement into a flexible platform built for transparency, interoperability, and data ownership. Licensed under AGPL-3.0+, Vendra enables operators and developers to build, customize, and extend smart vending solutions without vendor lock-in. https://roxanneardary.com/vendra/

Atlas Continuum System is a spec-driven operating system for building persistent narrative, visual, and physics-based worlds. Instead of relying on prompt-to-output generation, it compiles structured narrative specifications into consistent simulations using identity-locked character agents, reusable visual assets, and law-governed physics. Every change is traceable, governed through human approval, and designed to preserve continuity across stories, worlds, and time. https://roxanneardary.com/atlas-continuum-system/

Axis Intelligence is an open-source, modular ambient AI platform designed to function as the central intelligence layer of a modern smart home. Built with a local-first approach, it combines real-time voice interaction, AI reasoning, voice cloning, and smart home automation into a unified system that users can fully control, extend, and customize. https://roxanneardary.com/axis-intelligence/

ProofShield is an open-source document authenticity and fraud prevention system designed to protect digital and physical documents from forgery, unauthorized alteration, and AI-generated manipulation. Using certified mirror images, cryptographic verification, AI detection, privacy-preserving validation, and hardware security integration, ProofShield creates a trusted verification layer that makes document authenticity provable and alterations visible. https://roxanneardary.com/proofshield/

RoadSage is an open-source AI vehicle intelligence system that continuously monitors real-time mechanical signals—such as vibration, sound, pressure, and telemetry—to learn each vehicle’s normal behavior and detect early signs of wear or failure. By combining sensor fusion, time-series modeling, and predictive analytics, RoadSage transforms traditional vehicles into self-monitoring systems capable of identifying issues before they become critical, enabling safer and more proactive maintenance. https://roxanneardary.com/roadsage/

HelmOS is a modular, local-first operating layer that wraps existing AI agents with intent verification, human governance, trust management, workflow orchestration, auditing, and controlled self-improvement. Designed to keep humans at the center of decision-making, HelmOS ensures that actions remain explainable, accountable, and aligned with user intent while providing a standardized framework for building, managing, and governing intelligent agent systems. https://roxanneardary.com/helmos/

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/

Taskivo is an open-source AI platform that turns real-world requests into structured, comparable service outcomes. It uses modular industry-specific “Taskivo Modules” and a real-time AI co-pilot to guide conversations, standardize service scopes, and normalize pricing and service data. This allows users to move from vague requests to clear, structured decisions and consistent results across any service category. https://roxanneardary.com/taskivo/

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/

Fluxara is a physics-native intelligence system for modeling, simulating, validating, and optimizing energy and motion systems. It combines AI-driven design with physics-based simulation and strict constraint enforcement to ensure every generated engine, turbine, or propulsion architecture behaves consistently with real-world thermodynamics and mechanical laws. https://roxanneardary.com/fluxara/

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/

PulseCheck is an open-source dynamic code intelligence platform that monitors and analyzes code at runtime. It detects TODOs, decoy or unused functions, anti-distillation tricks, and security/safety issues. Leveraging AI and machine learning, PulseCheck provides anomaly detection, predictive TODO analysis, behavior clustering, and runtime insights, giving developers actionable intelligence to secure, optimize, and complete their code from draft to deployed. https://roxanneardary.com/pulsecheck/

EpisodeMarket is an open-source atomic media commerce platform that replaces subscription-based streaming models with a creator-driven, per-episode marketplace. It enables creators to set pricing for individual episodes or series while allowing users to purchase only the content they choose to watch. Built under the AGPL 3.0+ license, EpisodeMarket prioritizes transparency, modular content ownership, and universal accessibility through always-included subtitles and captions. https://roxanneardary.com/episodemarket/

Orvian is an AI-driven personal financial operating system that organizes money into intelligent, rule-based envelopes layered over existing bank accounts. It automates allocation across spending, savings, goals, and tax obligations while maintaining a non-custodial, ledger-based architecture. With built-in goal tracking, time-locked financial structures, and a governed tax envelope system, Orvian turns income into a structured, transparent, and AI-optimized financial flow. https://roxanneardary.com/orvian/

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/

Altius Capital OS is a modular financial operating system that transforms jurisdictional rules, tax codes, and custody constraints into a deterministic computation framework. It models capital allocation across banking, treasury, and brokerage systems while incorporating federal and state tax logic through a versioned rule-graph architecture. The system is designed to produce transparent, auditable, and constraint-compliant capital structures, enabling users to evaluate financial strategies as structured, reproducible outputs rather than subjective advice. https://roxanneardary.com/altius-capital-os/

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/

DeepFiling AI is a nationwide business formation intelligence system that continuously monitors LLC and corporate registrations across all 50 U.S. states. It normalizes filings into a unified dataset, analyzes them in real time, and detects statistical anomalies, surges, and clustering patterns that may indicate emerging industries or unusual economic activity. The system flags deviations from historical norms and generates structured alerts for manual review, turning raw business registration data into actionable economic signals. https://roxanneardary.com/deepfiling-ai/

PulseDrive is an open-source, AI-assisted driver safety system that verifies sobriety before vehicle startup and continuously monitors driver identity and attention during operation. It combines fuel-cell breath analysis, CO₂ and pressure-based breath validation, and edge AI vision systems using dual RGB/IR cameras for driver monitoring and liveness detection. The system runs on edge hardware (such as NVIDIA Jetson or Intel NPU devices) and integrates with vehicles through a safe, read-only CAN/OBD-II interface that only authorizes ignition when safety conditions are met. PulseDrive is designed with a strict separation between deterministic safety-critical logic and advisory AI modules, emphasizing privacy, modularity, and automotive-grade safety principles under an AGPL-3.0+ open-source license. https://roxanneardary.com/pulsedrive/

Ecliptic is a decentralized, encrypted, and self-healing web infrastructure system that enables every participating device to store, mirror, and serve web content without relying on centralized servers. Built as a peer-to-peer network, it distributes data across independent nodes with automatic redundancy, secure encryption, and adaptive routing, creating a resilient and community-driven alternative to traditional web hosting. https://roxanneardary.com/ecliptic/