A

ai-infrastructure

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/

Nimbus is an open-source, global weather app that delivers hyperlocal forecasts, real-time updates, and advanced visualizations. Built for accuracy and transparency, it combines multiple global weather models, AI-powered predictions, and community-sourced reports, giving users forecasts they can trust and data they can verify. https://roxanneardary.com/nimbus/

LaunchCraft is an AI-powered system that transforms user skills into actionable home-based business opportunities by analyzing personal abilities, identifying real market gaps, and generating structured execution plans. It goes beyond idea generation by connecting skill sets to validated demand signals and guiding users through practical steps to launch, validate, and grow profitable ventures. https://roxanneardary.com/launchcraft/

OpenChrona is an open-source AI-powered horology platform designed to explore, simulate, and build every major form of timekeeping technology across history. From ancient sundials and water clocks to mechanical escapements, quartz systems, digital displays, and atomic synchronization, it provides a unified environment for learning, designing, and visualizing clocks. Combining modular engineering tools, interactive physics simulation, and AI-assisted guidance, OpenChrona makes the science and art of timekeeping accessible, explorable, and reproducible for everyone. https://roxanneardary.com/openchrona/

Liberty Assay is an open-source, modular precious-metal assay and payout system that analyzes jewelry using spectroscopy, AI vision, and automated robotics to determine precise material composition, separate recoverable metals and gemstones, and calculate real-time market value for instant compensation. Built under the AGPL-3.0+ license, it is designed as transparent, auditable infrastructure where every step from analysis to payout, is fully inspectable, reproducible, and community-driven. https://roxanneardary.com/libertyassay/

VaultCore OS is an AGPL-3.0+ financial intelligence platform that continuously verifies federally insured banks and credit unions, aggregates their financial products, and tracks real-time interest rates with full regulatory sourcing. Built as an open infrastructure system, it combines structured financial data, audit-grade verification pipelines, and an AI interface to deliver accurate, transparent, and source-backed insights into the U.S. banking system. https://roxanneardary.com/vaultcore-os/

Joule Wars: the AI race shifting from model capability to useful intelligence per joule. Concept coined by Michał Piszczek. Mirror of github.com/pich/joule-wars.

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/

CodeTraceAI is an open-source AI system that merges concepts, protocols, and ideas from multiple repositories, generating fresh, modern code while ensuring ethical attribution. Every proposed merge is human-approved, and notice.md is automatically updated to credit only the contributors whose code is included. With integrated testing, security checks, license compliance, CI/CD pipelines, and continuous AI learning, CodeTraceAI turns collaborative ideas into reliable, up-to-date software. https://roxanneardary.com/codetraceai/

LocaleMaterials is an open-source, modular AI platform that helps users design and build with regenerative, locally sourced, and climate-adaptive materials. It analyzes geography, climate, and real-world supply chains to recommend the most economically and environmentally optimal building systems for any location, then translates those insights into practical, code-aware, build-ready guidance. https://roxanneardary.com/localematerials/

StrataAI is an open-source, modular AI system that analyzes global gemstone markets to generate transparent, data-driven fair market valuations. By aggregating auction data, distributor listings, certification records, and geological origin information, it builds a reproducible pricing model for precious stones using machine learning and structured market intelligence. https://roxanneardary.com/strataai/

Horizon Framework is an open, modular AI architecture specification designed to help organizations build scalable, adaptable, and trustworthy AI systems. It provides a foundation for advanced memory, retrieval, multi-agent collaboration, fact verification, reporting, and explainable AI across any industry or deployment environment. https://roxanneardary.com/horizon-framework/

Cognitive Orchestration Stack (COS) is an open-source, modular AI infrastructure framework designed to improve efficiency and reduce compute waste by separating reasoning from generation. Instead of relying on monolithic language model calls, COS introduces structured modules for intent understanding, semantic processing, adaptive routing, memory, and synthesis, all governed by strict schema validation through the Spec Hygiene system. The result is a system that prioritizes structured thinking, reuse of reasoning, and intelligent model selection to enable more scalable and transparent AI systems. https://roxanneardary.com/cognitive-orchestration-stack/

Axis Juris is a modular, open-source legal intelligence system designed to analyze and structure patent law, case law, and jurisdiction-specific regulations. It combines a continuously updating legal knowledge graph with AI-driven reasoning to provide sourced, cross-referenced analysis of statutes and precedents. Built for scalability across U.S. federal and state systems (and extendable internationally), Axis Juris focuses on legal alignment, conflict detection, and structured understanding of evolving law. https://roxanneardary.com/axisjuris/

CivicProof is an open-source identity verification and trust infrastructure built as a public commons for the digital world. It enables users to securely verify identity, documents, and credentials using cryptographic proofs, self-sovereign identity standards, and optional AI-assisted verification tools. Designed under the AGPL 3.0+ license, CivicProof replaces centralized KYC and e-signature systems with a privacy-preserving, modular, and user-controlled verification framework where trust is proven rather than assumed. https://roxanneardary.com/civicproof/

Wattonomy is an open-source energy decision intelligence platform that models real-world heating, cooling, and utility systems based on location, cost, and performance data. It evaluates installation costs, monthly energy usage, and lifetime expenses while incorporating verified federal, state, and utility incentives. By combining deterministic financial modeling with transparent, source-backed AI explanations, Wattonomy helps users understand the true long-term cost of energy systems before making installation decisions. https://roxanneardary.com/wattonomy/

TraceCommons is an open-source transparency and provenance infrastructure that uses Merkle-based append-only logs, witness verification, and cryptographic timestamp anchoring to create independently verifiable digital records. It extends into AI provenance tracking, enabling datasets, models, and generated content to be traced and audited across their full lifecycle, helping establish trustworthy digital history in the AI era. https://roxanneardary.com/tracecommons/

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/

RAGBase is a schema-enforced infrastructure layer for building modular Retrieval-Augmented Generation (RAG) systems. It provides a strict, contract-driven architecture where every component—ingestion, embedding, retrieval, and generation—is defined by explicit input/output schemas and validated through a built-in spec hygiene layer. This ensures predictable behavior, prevents system drift, and enables safe module interchangeability in production-grade AI pipelines. https://roxanneardary.com/ragbase/

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/