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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.

GovGraph is an open-source, modular system for mapping and analyzing public systems through structured data. It connects social media activity, campaign finance disclosures, and publicly available institutional information into a unified graph model, enabling transparent, reproducible analysis of how public-facing digital activity and documented financial data relate across platforms and agencies.

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.

LodgingMap is an open-source civic data platform that maps extended-stay hotels and lodging properties across the United States using publicly available records. It connects location data with ownership, deed history, and financing structures to create a transparent view of hospitality real estate. The project combines geospatial mapping and data analysis tools to help researchers, developers, and the public better understand how lodging properties are owned, funded, and repurposed over time.

OpenHighway is an open-source civic transparency platform designed to track how highway funding moves from its original sources—such as taxes, tolls, and federal allocations—through government agencies, contracts, and contractors, all the way to completed infrastructure projects. It provides a unified, auditable system for visualizing revenue, spending, and project outcomes to improve public accountability in transportation infrastructure.

OpenCrawler is an open-source search engine built for transparency, fairness, and user control. It delivers explainable search results through a transparent ranking system, verifies business entities using public records, and protects user privacy with encryption and consent-based location access. Designed as a community-driven alternative to traditional search engines, OpenCrawler focuses on honest indexing, accountable ranking, and privacy-first infrastructure for the open web.

AllPost is an open-source, self-hostable social publishing platform that lets users write once and distribute content across multiple social media networks. Built with a plugin-based architecture, encrypted data handling, and workspace support, it is designed for extensibility, transparency, and user ownership—enabling developers and organizations to create, manage, and scale social content without platform lock-in.

Magistrate Title Services is an open-source, AGPL-3.0+ platform that modernizes real estate title and escrow processes using a hybrid blockchain architecture, AI-powered verification, and encrypted data systems. It combines public blockchain transparency with permissioned legal recordkeeping to improve security, reduce fraud, and increase trust in property transactions.

CommonVote System is an open-source, distributed voting infrastructure protocol designed to enable secure, verifiable, and jurisdiction-adaptable elections. It uses end-to-end encryption, cryptographic identity verification, and one-time voting tokens to ensure ballot integrity while preserving voter privacy. The system separates identity, voting, and audit layers, with blockchain-based immutable vote recording and a compliance-driven jurisdiction plugin model that allows states and countries to define legal election rules without modifying the core cryptographic system.

SwapCell is a DIY modular, open-source smartphone platform built for long-term ownership, repairability, and evolution. It combines interchangeable hardware modules, a Linux-based mobile operating system, and an AI-driven system manager that can automatically update software, optimize performance, and configure new hardware.

At its core, SwapCell uses a capability-based Universal Device Connectivity Layer (UDCL) that allows any compatible device to integrate through standardized functions rather than fixed drivers, making the system adaptable to future technologies.

HarmoniX Drive is an open-source VR platform where musical performance directly controls high-speed racing gameplay. Players use instruments through VR input or precision glove tracking, and their accuracy, timing, and expression determine vehicle speed, handling, and performance in real time.

The project is modular and built around instrument-based gameplay systems (such as piano, drums, and guitar), each functioning as its own plugin with unique input rules and scoring logic. It combines music learning, competitive racing, and real-time feedback systems including replays, AI opponents, and training modes.

BreakSignal is an open-source AI audit framework that evaluates consistency, transparency, and factual reliability across AI systems by running structured prompt tests, comparing outputs, and measuring inconsistency at scale.

TruthLayer is an open-source product intelligence system that compares products using verified data, deterministic calculations, and transparent scoring models instead of opinions or assumptions. It normalizes product features, validates information across multiple sources, and produces reproducible rankings with clear explanations of how each result is computed.

FluxGrid Infrastructure is an open-source system for wireless EV charging that turns parking spaces into intelligent energy platforms. Vehicles simply align over an inductive ground pad and charge automatically without cables, while integrated thermal control maintains efficiency in all weather conditions. The system combines hardware, embedded firmware, and grid-level software to manage power delivery, safety, and load balancing in real time.

Beyond charging, FluxGrid is designed as a full infrastructure layer for autonomous mobility. It includes safety intelligence for environmental monitoring and fault prevention, grid optimization for energy distribution, and vehicle-to-grid capability for energy sharing.

VoltMesh is an open-source mobility platform that replaces proprietary in-car systems with a universal, hardware-agnostic operating layer. It unifies screen mirroring, real-time vehicle diagnostics, EV energy intelligence, and fleet coordination into a distributed mesh network that enables smarter routing, safer robotaxi dispatch, and cross-vehicle swarm intelligence.

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.

CivicLayer is an open-source civic transparency system that generates and evaluates district maps using population data, fairness constraints, and a verified residency layer. It provides tools to detect demographic discrepancies, visualize representation imbalances, and ensure reproducible, auditable districting analysis focused on accountability and transparency.

A modular open-source investigative simulation platform where players use constitutional reasoning, structured evidence systems, and multiplayer collaboration to solve complex civic, legal, and criminal cases through logic-driven gameplay.

PatentCortex is a modular AI-powered patent intelligence engine that converts complex vehicle and machinery patents into structured, searchable engineering data. It decomposes patents into components and systems, analyzes design strengths and weaknesses, and enables semantic search and future-ready engineering workflows across analysis, comparison, and design exploration.

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.