A

AGPL3

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

Open-source self-hosted Binance Spot bot: DCA ladder, averaged take-profit, hybrid micro-scalp, Docker-first.

MeshUnion is a modular communications and archival infrastructure designed to connect individuals, businesses, organizations, and independently operated nodes through optional federation. It combines end-to-end encryption, participant-controlled keys, searchable communication history, independent storage, AI assistance, and portable archives while allowing each host to maintain control over its own users, policies, data, and network relationships. https://roxanneardary.com/meshunion/

Econexus is an AI-driven modular incentive economy engine that transforms traditional pay-to-play systems into contribution-based ecosystems. It analyzes games and digital platforms, then redesigns their economic structures so that participation, engagement, and meaningful contributions are directly rewarded through configurable modules such as bounties, marketplaces, sponsor funding, and dynamic revenue sharing. https://roxanneardary.com/econexus/

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).

NexusGrid is a modular, provider-neutral connectivity specification that gives users, devices, vehicles, and edge AI systems the freedom to connect to the best available network based on location, availability, performance, cost, security, and user-defined preferences. It supports dynamic switching across Wi-Fi, cellular, satellite, mesh, and other connectivity technologies while reducing vendor and provider lock-in. https://roxanneardary.com/nexusgrid/

CapitalScope is an open source specification for structured venture financing that combines AI-assisted business evaluation, market demand analysis, emerging technology forecasting, predictive modeling, risk scoring, and cost analysis. It provides Venture Capitalists with a deterministic framework for evaluating and financing Enterprise Creators through transparent lending rules, fixed 4% interest, predictable repayment, and principal-linked interest elimination. https://roxanneardary.com/capitalscope/

Explorer Capital is a deterministic financing specification designed for participants in an approved World Expedition Program curriculum. It provides up to $120,000 in financing with a two-year interest-free delay, followed by six years of equal principal and interest payments. Standard amortization is used to establish total interest, which is then distributed equally across payments, while prepayments shorten the repayment period and eliminate associated future interest. https://roxanneardary.com/explorer-capital/

Lexora is an open-source AI that analyzes repositories across GitHub, GitLab, and Codeberg, providing summaries, metrics, visualizations, and predictive insights so you can know your code before you build. https://roxanneardary.com/lexora/

The Better Path is an open source AI specification that connects the Stations of the Cross with the Hero's Journey to help people reflect on challenges, awaken new possibilities, and choose a meaningful path forward. It transforms reflection into growth, mission, and action while encouraging win/win outcomes that support both individual progress and the advancement of society. https://roxanneardary.com/the-better-path/

Archima is an open source AI architectural intelligence specification designed to co-create buildings from initial vision through detailed design and construction documentation. It combines architectural styles, 2D and 3D modeling, renderings, schematics, structural and building systems, zoning adaptation, design validation, and modular plugins into a unified platform that helps turn what you imagine into architecture. https://roxanneardary.com/archima/

ChameleonAI is an open-source, hardware-agnostic AI inference optimization platform designed to deliver maximum performance, energy efficiency, and adaptability across any AI hardware, including Nvidia, AMD, Intel, Huawei, Apple, and emerging accelerators.

It features self-learning optimizations, predictive scheduling, mixed-precision tuning, and security-aware execution, ensuring models run faster, smarter, and safer. ChameleonAI supports cloud, edge, and embedded deployments, with developer-friendly profiling, benchmarking, and plugin tools for full control and transparency. https://roxanneardary.com/chameleonai/

Business Commons is a modular, AI-assisted specification that helps businesses transform existing infrastructure into shared economic opportunities while supporting independent enterprise. It provides frameworks for local marketplaces, cooperative models, space and equipment sharing, workforce coordination, repair economies, local supply chains, mobile vendors, shared financing, insurance, and transparent product provenance. https://roxanneardary.com/business-commons/

TransitMemory is an open source specification for custom transportation systems that combines intelligent routing, real-time and historical transportation data, ETA and traffic awareness, route optimization, driver knowledge, daily stop management, and customizable communication modules. Its modular architecture allows organizations to build their own transportation solutions while extending the Core with optional plugins such as GPS tracking, mapping, traffic data, weather, communications, and AI-powered optimization. https://roxanneardary.com/transitmemory/

Universal Peg Framework (UPF) is an open-source, modular protocol that allows any cryptocurrency, stablecoin, or fiat-backed asset to be pegged to any reference asset such as BTC, USD, gold, or baskets of assets. It features fully embedded on-chain governance, dynamic peg maintenance, multi-asset collateral support, oracle integration, and treasury management. Designed to be secure, transparent, and cross-chain adaptable, UPF provides a universal framework for creating stable, self-regulating pegged assets while maintaining compliance and auditability for both crypto and fiat systems. https://roxanneardary.com/universalpegframework/

TruthInBilling is an open-source, privacy-preserving platform that collects verified billing records to identify and analyze discrepancies between advertised prices, contractual terms, and actual charges. It transforms individual invoices into a structured public dataset that reveals systemic billing patterns across industries while protecting user identity through encryption and verification. https://roxanneardary.com/truthinbilling/

JubileeLoan is a deterministic financing specification for refinancing school loans that have exceeded 15 years in repayment. It applies a one-time 1% interest charge to the total refinanced loan balance, preserves the borrower's existing monthly payment, and limits repayment to 10 years, with any remaining eligible balance permanently extinguished through a mandatory debt jubilee. https://roxanneardary.com/jubileeloan/

BalanceForward is an open source deterministic financing specification that helps businesses design sustainable debt-refinancing solutions based on a borrower's income, cost of living, repayment capacity, qualifying debt, and collateral. With a fixed 5% interest rate, maximum 50% collateral advance rate, and 20-year maximum term, BalanceForward provides a modular framework for predictable, transparent, and borrower-centered financing. https://roxanneardary.com/balanceforward/

SafeForge is an open-source mobile app hub built on GitLab that enables developers to build, upload, and share applications in a secure, AI-verified ecosystem. It focuses on strong encryption, transparent trust systems, and automated AI security scanning to detect malware, spyware, and unsafe behavior. https://roxanneardary.com/safeforge/

Custos is an open-source, modular, AI-powered physical security intelligence platform designed to provide secure, privacy-first infrastructure without vendor lock-in. Built around Zero Trust principles, open identity, edge AI, and resilient offline operation, Custos enables organizations and individuals to deploy intelligent, vendor-neutral security systems while maintaining full ownership of their data, hardware, and future. https://roxanneardary.com/custos/