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AI

Real-time system monitor that explains WHY your PC is slow, not just that it's slow. Built over 800 hours on a 94°C laptop. Open source, MIT licensed. HCK_Labs - Marcin Firmuga

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/

The core Swytchcode Execution Kernel for AI Agents & Developers.

Artificial Intelligence Examples

Engineering as risk governance with an automated triage layer. An AI-native quality gate to analyze code quality and predict production readiness.

🦁 AI chat & search summaries in Brave Search, powered by the latest LLMs

🐵 Greasemonkey userscripts

🐤 AI chat & search summaries in DuckDuckGo, powered by the latest LLMs

🤖 AI browser extensions & userscripts to augment your web experience

A comprehensive AI platform and interactive multi-page Streamlit application that analyzes Turkish university social media posts (X/Twitter & ChatGPT Synthetic) to determine sentiment, extract core topic categories, detect negative/positive aspects, and provide natural language explainability.

🤖 A powerful, open source client-side JavaScript library for ChatGPT

The main project for OctoMY™ - Ready-to-run robot software

13 November, 2023: Following a major backend upgrade of SimpleMind, you can now build and test a chest x-ray example. We are rapidly adding more agents and documentation to expand the functionality.

↻ Keeps ChatGPT sessions fresh, eliminating chat time limits + network errors + Cloudflare checks

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/

Conduit Systems is an open-source system architecture platform for designing, simulating, and orchestrating data movement across chiplet-based computing systems. It focuses on memory-to-compute pathways, enabling modular hardware design, simulation-driven validation, and runtime-aware scheduling. Built under AGPL-3.0+, it serves as the foundation for next-generation AI and high-performance computing architectures. https://roxanneardary.com/conduitsystems/

Circulis Aqua is an AGPL 3.0+ modular infrastructure design system for desalination, water purification, reuse, and geospatial distribution. It uses AI-assisted configuration to design scalable, plug-in water systems that range from residential units to municipal and regional grids. Built on a graph-based water flow model, it enables local-first optimization, closed-loop water reuse, and intelligent routing to ensure no water is wasted across interconnected infrastructure networks. https://roxanneardary.com/circulis-aqua/

Autonomous Loop is a self-hosted Continuous Improvement Operating System designed for air-gapped AI factories. It enables organizations to continuously monitor, evaluate, govern, and improve AI applications through observability, data drift detection, human review workflows, autonomous improvement agents, and intelligence lifecycle management while keeping models, data, and operations under full control. https://roxanneardary.com/autonomous-loop/

🛎️ It babysits your GitLab pings. Auto-acks @mentions with bot-labelled context summaries, deep-dives every thread, and drafts ready-to-send replies you review in an embedded dashboard — single binary, any GitLab, webhook or poll mode, SQLite analytics, private audit journal.

Persistent semantic memory system for OpenCode sessions - MCP server with hybrid FTS/vector search