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YieldStack is an open-source agricultural intelligence platform that helps farmers and researchers optimize water usage, nitrogen application, and crop performance through modular AI systems, real-time sensor data, and agronomic modeling. Built under the AGPL-3.0+ license, it emphasizes transparency, explainability, and interoperability, enabling sustainable farming decisions that reduce waste, improve yields, and support long-term soil health.

Weave Foundry is an open-source AI-driven fabric intelligence system that transforms creative ideas into real, buildable garments by connecting design, material science, and real-world resource sourcing. It enables users to generate modular clothing designs, compare material costs locally and online, receive step-by-step construction guidance, and evolve garments through repair and reuse, creating a complete lifecycle for clothing from imagination to physical reality.

VeritasCode is a retrieval-first, modular AI platform that analyzes laws across federal, state, and local jurisdictions to identify potential conflicts, inconsistencies, and constitutional questions. It uses evidence-based retrieval and full citation tracing to compare statutes, regulations, and case law without issuing legal judgments, focusing instead on transparent, explainable analysis for human review.

VectorForge is a modular, cross-platform digital twin and runtime validation system designed to safely simulate, test, and verify applications, AI models, and system changes before deployment. It creates isolated replicas of real environments to ensure reproducible execution, detect conflicts early, and generate detailed performance and compatibility reports—enabling safer, more reliable software and infrastructure deployment across any system.

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.

TraceGraph OS is a scientific intelligence operating system for modeling, tracking, and reproducing how scientific discovery actually happens. It combines causal reasoning, temporal modeling, provenance tracking, and AI-driven simulation to ensure every hypothesis, experiment, and result is fully traceable, reproducible, and grounded in evidence. Built for materials science and extensible to broader research domains, it turns scientific workflows into structured, verifiable graphs that capture not just outcomes, but the full lineage of how knowledge is formed and evolves over time.

Stratum is an AI governance layer for MCP systems that sits between model intent and tool execution. It enforces permissions, policies, context controls, approval workflows, sandboxed execution, and audit logging to ensure every action taken by an AI system is authorized, traceable, and constrained by explicit rules before it runs.

Saturnet is a modular, AI-driven astronomy intelligence system that transforms the night sky into real-time, interactive knowledge. It identifies stars, planets, satellites, and space stations while providing live AI narration, predictive sky modeling, anomaly detection, and deep time simulation. Built as an extensible AGPL-3.0+ platform, Saturnet combines visualization, multi-agent AI reasoning, and a plugin ecosystem to help users understand and explore everything happening above Earth.

RoadCraft is an open-source AI motorcycle copilot system that combines helmet-based intelligence, real-time sensor fusion, and vehicle control integration to enhance rider safety without removing human control. It provides optional AI assistance for navigation, hazard detection, and emergency intervention, while supporting advanced features like V2X communication, stabilization systems, and edge-based processing. Built under the AGPL-3.0+ license, RoadCraft is designed for collaborative development of next-generation intelligent riding systems.

RightGuide is an open-source AI-powered legal analysis platform that helps users understand laws that may apply to real-world situations based on their location. By combining jurisdiction-aware legal research with plain-language explanations, RightGuide identifies relevant local, state, and federal laws, explains potential legal concerns, recommends protective actions, and helps users locate appropriate reporting agencies and legal assistance resources.

RequestStamp is a self-hosted edge request identity system that assigns a unique, traceable ID to every request entering your infrastructure. It enables real-time request tracking, rule-based decisioning, and full explainability of edge behavior across distributed systems. Designed for transparency and control, RequestStamp helps developers understand exactly what happened to any request, where, and why.

PublicSafe is an open-source browser extension that helps users protect sensitive information through client-side encryption, secure key management, and privacy-focused tools. Designed with a zero-knowledge architecture and built under the AGPL-3.0+ license, PublicSafe gives users greater control over their data while providing a simple, transparent, and accessible security experience across modern web browsers.

PublicEnforcer is an open-source transparency platform that tracks publicly available federal enforcement data from investigation to final resolution. By aggregating case activity, court proceedings, financial penalties, restitution, forfeitures, organizational outcomes, and related public records into searchable timelines and relationship graphs, PublicEnforcer helps researchers, journalists, developers, and citizens better understand and verify enforcement actions through auditable, source-linked data.

ProvenanceHub is an open-source, community-driven provenance and lineage intelligence system that tracks the origin, evolution, and transformation of digital artifacts, specifications, and ideas over time. It combines immutable provenance records, semantic search, and AI-driven lineage analysis to build a verifiable “tree of life” for software, research, and digital creation—showing not only where something came from, but how it evolved and what it became.

PromptWave is an open-source AI companion that guides creators through step-by-step image and video generation. It teaches better prompting via natural conversation, real-time suggestions, and iterative improvements, while offering tools for storyboard creation, motion prompts, style consistency, and multi-modal input. Built to empower both beginners and professionals, PromptWave makes creating polished visuals intuitive and educational.

Project Solstice is a layered reasoning system stack designed to transform computation into structured, verifiable cognition. It combines neural inference, symbolic reasoning, adversarial validation, and autonomous orchestration into a unified architecture that emphasizes traceability, modularity, and correctness. Rather than producing isolated outputs, it builds full reasoning pipelines that can be decomposed, verified, versioned, and improved over time.

Plantellect is an open-source, AI-powered gardening platform that identifies plants, guides permaculture-based designs, and provides AI-driven advice for growing sustainable, resilient, and budget-friendly gardens. With modules for garden layout, plant health tracking, cost optimization, and an interactive AI help system, Plantellect empowers gardeners to plan, learn, and improve their gardens while contributing to a global open-source community.

PhotonForge is a modular open-source framework for array-level control of optical emitter systems, designed to treat light as a programmable, coordinated field rather than isolated emitters. It provides tools for simulation, scheduling, real-time execution, feedback control, calibration, and distributed coordination across optical arrays such as VCSELs, laser diodes, and LED matrices. Built with a strong emphasis on modularity and hardware abstraction, PhotonForge enables research and development of next-generation structured light systems from simulation through to real-world deployment.

OpenKernel is an AGPL-3.0+ operating kernel for human capability and trajectory intelligence, designed to transform skills, experience, and resources into structured, positive-sum creation paths. It helps individuals move from consumption to creation by mapping their capabilities into evolving opportunities, projects, and systems that generate long-term value for themselves and their communities while replacing extractive models with creation-driven ecosystems.

OpenFiscal is an open-source platform that tracks, analyzes, and audits government budgets at all levels—town, city, state, and federal. Using AI, it flags deficits exceeding 3% of GDP and identifies line items more than 10% above national or state averages. The system maintains accountability by logging the officials responsible for budget approvals and requiring human-in-the-loop verification for all AI recommendations. OpenFiscal empowers citizens, auditors, and governments with transparent, actionable fiscal intelligence, helping prevent fraud, no-bid contracts, and cronyism.