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open-source-licenses

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/

VoltIQ is an AGPL-3.0+ specification for intelligent energy optimization in edge devices. It provides a modular framework for adaptive power management, energy-aware workload scheduling, thermal optimization, and AI-driven energy intelligence, enabling distributed systems to maximize efficiency, extend device lifespan, and make autonomous power decisions locally. https://roxanneardary.com/voltiq/

OpenFabric is an open, modular Hardware Abstraction Layer specification that provides a universal device layer for edge computing environments. It enables software applications, AI systems, and automation platforms to interact with diverse hardware through standardized capability-based interfaces, creating a flexible foundation for interoperable, vendor-neutral device ecosystems. https://roxanneardary.com/openfabric/

EdgeGateway is an open specification for secure edge device management, providing a modular framework for device identity, trusted onboarding, security enforcement, and lifecycle governance. It enables organizations and communities to build interoperable edge networks with zero-trust architecture, transparent management, and vendor-neutral infrastructure. https://roxanneardary.com/edgegateway/

Transitio is an open specification for securely transitioning from cloud computing to Edge AI. It provides a modular, vendor-neutral framework for workload migration, distributed intelligence, hardware abstraction, security validation, and human-governed infrastructure evolution. https://roxanneardary.com/transitio/

FinishLine is an open-source AI-powered debt analysis and optimization platform that helps users identify the smartest path to becoming debt free. By analyzing debt instruments, interest rates, repayment terms, loan contracts, and prepayment penalties, FinishLine generates personalized payoff strategies designed to reduce interest costs, avoid unnecessary fees, and accelerate debt elimination through transparent, explainable recommendations. https://roxanneardary.com/finishline/

Feedback360 is a modular civic intelligence platform that helps legislators understand exactly how constituents feel about each individual line item in a bill. It uses AI to break down complex legislation into plain-language explanations, collect structured public feedback, and generate secure, aggregated insights that highlight sentiment, themes, and policy impact in a clear and actionable way. https://roxanneardary.com/feedback360/

FarmWeb Intelligence is an open-source agricultural intelligence platform that maps farms, ownership structures, public funding, and related public records into a unified relational graph. It connects corporate entities, production data, subsidies, and legislative sources to provide transparent visibility into how agricultural systems are structured and how public resources flow through them. https://roxanneardary.com/farmweb-intelligence/

EurekaAI – Science Without Limits is an open-source AI-powered research idea generator that accelerates scientific discovery. By analyzing literature, detecting knowledge gaps, and generating novel hypotheses, EurekaAI empowers researchers to explore uncharted areas of science. Featuring advanced AI analysis, visualization tools, collaboration workflows, and community-driven enhancements, EurekaAI transforms curiosity into actionable insights while maintaining full open-source transparency. https://roxanneardary.com/eurekaai/

Effortless OS is an open-source AGPL-3.0+ operating system for decision-making, time valuation, and work reduction. It analyzes income, time, cognitive load, and task structure to determine what should be done, delegated, automated, or eliminated. The system is designed to reduce unnecessary effort while preserving identity, autonomy, and meaningful work, enabling users to design their lives through intentional subtraction rather than constant addition. https://roxanneardary.com/effortless-os/

EchoCore Memory is an open source AGPL 3.0+ modular memory orchestration system for Linux that transforms RAM management from passive allocation into intelligent, policy-driven control. By combining memory scheduling, adaptive swap strategies, per-application memory profiles, workload modes, and optional AI-based prediction, EchoCore Memory helps systems remain responsive, stable, and efficient under changing workloads. https://roxanneardary.com/echocore-memory/

Aivana is a global, AI-native, fully encrypted social network built on verified human identity and modular design. It unifies modern communication—posts, messaging, media, and creator tools—into a privacy-first ecosystem where every user has one verified account, supported by AI assistance and a transparent, open-source architecture. https://roxanneardary.com/aivana/

BeautifAI is an open-source AI-powered beauty platform that helps users discover their ideal makeup and hairstyle matches through intelligent skin tone analysis, virtual try-on tools, and personalized recommendations. It combines education, health-conscious product insights, and smart shopping features to help users learn techniques, explore new looks, and make informed cosmetic choices across both local and online markets.

GameCommons is an open-source, federated gaming platform that enables communities to create, host, and connect their own multiplayer game servers. Built with a modular architecture, GameCommons provides shared infrastructure for federation, authentication, matchmaking, chat, analytics, funding, rewards, and extensible game modules, creating a connected ecosystem of community-owned game worlds. https://roxanneardary.com/gamecommons/

CryptaVault is a privacy-first, open-source cloud storage system built under the AGPL 3.0+ license that ensures users retain full ownership and control of their data. It uses end-to-end encryption, on-device key generation, compression, deduplication, and distributed storage to minimize storage usage while maximizing security. Designed for cross-device synchronization across mobile, desktop, and web, CryptaVault ensures that no server or third party can access user data in plaintext. Its goal is to make secure, zero-knowledge storage the global standard for personal and professional digital files. https://roxanneardary.com/cryptavault/

SYSTEMIC AI FABRIC is a modular AGPL-3.0+ specification framework for designing and compiling regional AI systems. It enables jurisdictions to build AI infrastructure that is shaped by local conditions such as industry strengths, geography, regulation, and resource constraints. Rather than relying on universal models, the framework treats intelligence as a system that is generated, governed, and evolved within regional “natural labs,” producing adaptable and transparent AI architectures tailored to real-world environments. https://roxanneardary.com/systemic-ai-fabric/

NeuroText is an open source AI-powered platform that lets you build, collaborate, and execute projects through any messaging service — including SMS, WhatsApp, iMessage, Signal, Telegram, Slack, and Discord. It turns natural language prompts into code, apps, scripts, and projects instantly. With AI-assisted coding, multi-platform integration, collaborative tools, secure execution, and extensibility through plugins, NeuroText makes coding accessible, interactive, and conversational. https://roxanneardary.com/neurotext/

NarrativeLayer is an open-source system that transforms RSS feeds into structured, AI-enhanced discussion threads, combining a traditional feed view with an engagement-ranked forum where content evolves through comments, summaries, and semantic linking. https://roxanneardary.com/narrativelayer/

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/

PantryPal is an open-source, AI-powered kitchen operating system that connects recipes, pantry inventory, and intelligent shopping into one unified platform. Users can discover and remix community recipes, track ingredients through text, voice, or image input, and use AI to instantly suggest meals based on what they already have. PantryPal also generates smart shopping lists, finds the best local prices, and helps reduce food waste through predictive inventory tracking and meal planning. https://roxanneardary.com/pantrypal/