A

ai-assisted-development

AI coding with human accountability. AI assistants can produce changes you cannot reconstruct later. agents-govern makes AI-assisted software work auditable without adding a hosted service or runtime.

FoodIntel is an open source AI specification for food inventory intelligence that helps organizations track food, predict expiration and surplus, prevent waste, support local sourcing, and redistribute viable food before it spoils. https://roxanneardary.com/foodintel/

FoodLab is an open-source transparency platform that connects food brands, scientific studies, chemical compounds, and legislative frameworks into a single, structured, and fully traceable database. It is designed to document detected chemicals in foods, link them directly to published research, and map regulatory or legal provisions that may affect oversight or liability. The project is built for maximum transparency, auditability, and public accessibility under an AGPL-3.0+ license. https://roxanneardary.com/foodlab/

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/

PiloQuiet is an AI-driven research and development specification focused on discovering the next generation of permanent, pain-free, and precisely targeted hair removal technologies. It provides a modular framework for analyzing existing methods, hair and skin characteristics, follicle biology, pain pathways, botanical compounds, emerging technologies, patents, safety, cost, and scientific evidence while continuously identifying opportunities to improve or replace current approaches such as laser and electrolysis. https://roxanneardary.com/piloquiet/

Sonaris is a modular multi-task AI specification for researching the intelligence of frequency across sound, vibration, energy, movement, matter, biology, healing, and technology. It provides a structured framework for evidence-based research, experimentation, measurement, methodology development, and discovery across interconnected scientific and technical domains. https://roxanneardary.com/sonaris/

Wingstead is an AI-powered bird knowledge and habitat planning system designed to teach users about birds while helping them create healthy, practical environments for gardens, farms, and homesteads. It combines species and breed intelligence, egg production, husbandry, space planning, garden integration, and AI-assisted coop, house, and pen design with precise measurements, diagrams, materials, and construction planning. https://roxanneardary.com/wingstead/

FuturePathway is an open source specification for deterministic education financing based on average starting salaries, transparent loan limits, AI-assisted career planning, and school discovery. It helps students identify education pathways that can be fully financed under predictable, career-based lending requirements. https://roxanneardary.com/futurepathway/

PurposeHarness is a universal, modular AI harness constructor that transforms natural-language requirements into adaptable, purpose-built harnesses for any industry, workflow, or environment, with integrated legal, governance, consent, security, and human-in-the-loop controls. https://roxanneardary.com/purposeharness/

Distributed Manufacturing Infrastructure is an open-source specification for transforming traditional manufacturing plants into shared, rentable industrial facilities. It combines AI-assisted facility conversion, manufacturing and engineering resources, equipment rental, advanced scheduling, financial management, quality control, intellectual property protection, shipping and fulfillment, and facility management to make manufacturing capacity more accessible without requiring businesses to own an entire factory. https://roxanneardary.com/distributed-manufacturing-infrastructure/

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/

RevealAI is an open-source platform that uncovers and explains how search engines, social media feeds, and recommendation systems rank and display content. By combining AI-driven signal detection, controlled experimentation, and explainable insights, it empowers users, creators, and researchers to detect bias, measure algorithmic fairness, and demand transparency. RevealAI is community-governed, privacy-first, and continuously self-improving, ending pay-to-play manipulation and leveling the digital playing field. https://roxanneardary.com/revealai/

ArcaneBuild is an open-source, high-performance visual application builder that lets developers and designers craft apps with wizard-level precision. Combining AI-assisted design, modular architecture, real-time previews, and ultra-efficient performance, ArcaneBuild enables fast, memory-light, and visually stunning multi-platform apps. Fully self-hosted and community-driven, it empowers anyone to build, collaborate, and deploy applications seamlessly. https://roxanneardary.com/arcanebuild/

OriginType is an open-source AI handwriting tutor that teaches print, cursive, signature development, and advanced typography through adaptive lessons, printable worksheets, and handwriting analysis from uploads or stylus input. It helps learners build control, legibility, and personal writing style, while offering a pathway from handwriting practice to designing real digital typefaces. https://roxanneardary.com/origintype/

Idea2Reality is an AGPL-3.0+ open-source industrial intelligence platform that transforms ideas into manufacturable hardware and software systems, optimizing across manufacturing, logistics, geography, labor, and cost. It integrates AI-driven design, real-world feasibility analysis, 3D system visualization, workforce and apprenticeship mapping, and continuous memory-based learning to generate end-to-end production and execution plans. https://roxanneardary.com/idea2reality/

Civic is an AI-powered hyperlocal community platform that connects residents, businesses, and local organizations within individual town-based instances. It combines mini blogs, rich media posting, a local business directory, events, and intelligent AI assistance into one unified system. Designed as a modern digital civic space, Civic enables people to discover what’s happening nearby, share meaningful updates, and build stronger, more trusted local communities. https://roxanneardary.com/civic/

Portable, tested Agent Skills for Git, GitLab, Jira, QA, OpenSearch, modernization, and development workflows.

GrowLocal is an open-source, AI-assisted, modular town simulation engine that models how real communities can grow and sustain themselves using local skills, resources, and cooperative systems. It transforms real-world towns into living simulations where economy, environment, infrastructure, and human activity interact dynamically, enabling users to explore sustainable development, emergent micro-enterprises, and community-driven planning. https://roxanneardary.com/growlocal/

EarthRoot Network is an open-source, AI-assisted infrastructure design system that generates location-aware, modular renewable energy and material solutions. It analyzes local environmental conditions, material availability, and cost constraints to produce optimized, buildable designs tailored to each region. Built around a modular architecture and continuous learning loop, the system enables adaptive, lifecycle-aware infrastructure planning that evolves through real-world deployment data under an AGPL 3.0+ open-source framework. https://roxanneardary.com/earthroot-network/

SymbolAtlas is an open architecture for the human imagination, providing a personalized AI framework for exploring active imagination, decoding individual symbolic languages, discovering heartfelt solutions, and connecting inner experiences with meaningful knowledge, places, and discoveries in the world. https://roxanneardary.com/symbolatlas/