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human-ai-interaction

NodeHR is an open-source, self-hosted HR concierge and workflow automation platform that transforms employee questions into secure, policy-aware actions. It combines AI-powered assistance with structured workflows to handle PTO requests, policy lookups, onboarding guidance, and internal HR processes directly within tools like Slack, Teams, or web portals. Designed for organizations that own their stack, NodeHR prioritizes privacy, encryption, modularity, and full auditability while eliminating repetitive HR workload through automation. https://roxanneardary.com/nodehr/

LatticeOS is a modular, human-in-the-loop operating system for governed multi-agent AI orchestration, designed to provide structured execution, deterministic workflows, and full auditability. Built around event-sourced transparency and explicit governance controls, LatticeOS enables intelligent systems where every agent action becomes structured, traceable history while keeping humans in control of all critical decision-making. https://roxanneardary.com/latticeos/

CortexLoop is a human-in-the-loop AI orchestration system designed to keep all reasoning, planning, and execution fully transparent, structured, and under human control. It transforms AI from an autonomous or opaque assistant into a governed cognitive loop where multiple solution paths are generated, evaluated for risk and confidence, and returned to the user for decision-making. Every action is logged through a decision ledger, enforced by a policy engine, and constrained by strict system rules including AGPL+ licensing and attribution requirements. The result is a traceable, auditable AI system that prioritizes clarity, accountability, and human authority at every step. https://roxanneardary.com/cortexloop/

SynchroFab is an open-source, AI-driven smart factory platform (EC4P) that integrates edge-cloud intelligence, adaptive robotics, IoT, and sustainability features. Designed for modularity and continuous improvement, it enables factories to self-optimize, collaborate safely with humans, reduce environmental impact, and innovate autonomously. https://roxanneardary.com/synchrofab/

Taskivo is an open-source AI platform that turns real-world requests into structured, comparable service outcomes. It uses modular industry-specific “Taskivo Modules” and a real-time AI co-pilot to guide conversations, standardize service scopes, and normalize pricing and service data. This allows users to move from vague requests to clear, structured decisions and consistent results across any service category. https://roxanneardary.com/taskivo/

Nexalis is a specification intelligence system that transforms natural language intent into structured, modular, and time-aware system designs. It enables human-guided creation of evolving specifications that are simulated, stress-tested against uncertainty, and continuously refined through adversarial analysis, emergence detection, and meta-learning feedback loops. https://roxanneardary.com/nexalis/

ChronicleCRM is an AI-native relationship intelligence platform designed to turn every lead, interaction, and decision into a fully traceable record. Built around natural language capture, prospect memory, and modular industry workflows, it combines CRM functionality with human accountability and auditable AI assistance. The system ensures that every recommendation is explainable, every action has an owner, and every workflow is transparent from input to outcome. https://roxanneardary.com/chroniclecrm/

NeuroGrid is an open-source, modular AI protocol that enables autonomous multi-agent swarms to collaborate, execute complex tasks, and verify outcomes through structured workflows and specification-driven integrity. It combines decentralized compute, verifiable execution, and persistent knowledge systems to create a scalable intelligence network where agents and humans work together as coordinated teams. https://roxanneardary.com/neurogrid/

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. https://roxanneardary.com/weave-foundry/

Human Decision Specification (HDS) is an open, modular standard for building AI systems that keep humans in control of decision-making. It defines a structured workflow where AI systems ask clarifying questions, discover and confirm human intent, evaluate legal and compliance constraints, and provide transparent recommendations. HDS ensures that every significant action is approved by a human, fully auditable, and designed to prevent autonomous decision-making without oversight. https://roxanneardary.com/human-decision-specification/

Transitio is an open specification for securely transitioning from cloud computing to Edge AI. It provides a modular, vendor-neutral framework for workload migration, distributed intelligence, hardware abstraction, security validation, and human-governed infrastructure evolution. https://roxanneardary.com/transitio/

EurekaAI – Science Without Limits is an open-source AI-powered research idea generator that accelerates scientific discovery. By analyzing literature, detecting knowledge gaps, and generating novel hypotheses, EurekaAI empowers researchers to explore uncharted areas of science. Featuring advanced AI analysis, visualization tools, collaboration workflows, and community-driven enhancements, EurekaAI transforms curiosity into actionable insights while maintaining full open-source transparency. https://roxanneardary.com/eurekaai/

A diagnostic framework for measuring LLM vulnerability to Affective Contextual Erosion (ACE) and related liminal attack vectors. Delirium is not an exploitation tool. It is a standardized benchmark designed to detect the precise moment when a language model's attention weights shift from serving a system prompt to serving an emergent interpersonal pattern — before harm occurs.

EnerAgent is an open-source, AI-driven energy management platform designed to optimize energy usage, reduce carbon emissions, and enable advanced predictive and strategic operations. It integrates real-time monitoring, multi-site optimization, AI-powered forecasting, human-AI collaboration, and sustainability tracking into a single modular platform. EnerAgent is built for industrial, commercial, and societal energy ecosystems, empowering organizations and communities to make smarter, greener, and more cost-effective energy decisions while fostering open innovation. https://roxanneardary.com/eneragent/

AIChauffeur is an open-source AI Driving Efficiency Coach designed to retrofit ICE, hybrid, and EV vehicles. It provides real-time driver coaching, predictive energy optimization, and modular integration with regen, HVAC, and accessory systems. AIChauffeur helps drivers maximize efficiency, reduce energy waste, and improve overall driving performance, all while remaining fully open-source and community-driven. https://roxanneardary.com/aichauffeur/

The Interpretation Layer is a modular, human-in-the-loop AI system that transforms structured moral interpretations of textual passages into modern, grounded human narratives. It uses a transparent pipeline where AI suggests ethical meanings, humans validate the intended moral, and the system generates narrative outputs based on that selection. Designed for auditability and neutrality, it functions as a computational layer between text and meaning rather than an authority on interpretation. https://roxanneardary.com/the-interpretation-layer/

Covenant AI is an open-source artificial intelligence infrastructure platform focused on human authority, bounded autonomy, transparency, privacy, and accountable AI execution. Built as a complete alternative to traditional AI agent frameworks, Covenant AI ensures that every AI action is authorized, explainable, revocable, and verifiable — creating intelligence systems that remain fully accountable to the people they serve. https://roxanneardary.com/covenantai/

The Foundation for Deterministic Computing (FDC) is an open standards initiative dedicated to building reproducible, auditable, and human-governed computing systems. It defines modular specifications for deterministic execution, verifiable intelligence, structured knowledge, and transparent decision-making. The foundation provides a framework for ensuring that computational systems operate with consistency, traceability, and accountability across all layers of software and intelligent infrastructure. https://roxanneardary.com/foundation-for-deterministic-computing/

Axis Intelligence is an open-source, modular ambient AI platform designed to function as the central intelligence layer of a modern smart home. Built with a local-first approach, it combines real-time voice interaction, AI reasoning, voice cloning, and smart home automation into a unified system that users can fully control, extend, and customize. https://roxanneardary.com/axis-intelligence/

HelmOS is a modular, local-first operating layer that wraps existing AI agents with intent verification, human governance, trust management, workflow orchestration, auditing, and controlled self-improvement. Designed to keep humans at the center of decision-making, HelmOS ensures that actions remain explainable, accountable, and aligned with user intent while providing a standardized framework for building, managing, and governing intelligent agent systems. https://roxanneardary.com/helmos/