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ai-architecture

SYSTEMIC AI FABRIC is a modular AGPL-3.0+ specification framework for designing and compiling regional AI systems. It enables jurisdictions to build AI infrastructure that is shaped by local conditions such as industry strengths, geography, regulation, and resource constraints. Rather than relying on universal models, the framework treats intelligence as a system that is generated, governed, and evolved within regional “natural labs,” producing adaptable and transparent AI architectures tailored to real-world environments. https://roxanneardary.com/systemic-ai-fabric/

MindLedger for Real Estate is a modular, self-hostable real estate operating system that unifies CRM, listings, marketing, analytics, compliance, accessibility, and AI automation into a single open-source platform. Built under the AGPL-3.0+ license, it is designed for continuous evolution through community contributions, strict legal compliance, and a dual-AI architecture that supports both public-facing user assistance and agent-side operational intelligence. https://roxanneardary.com/mindledger-for-real-estate/

PolyConnect is an open-source, fully encrypted, stateless, and modular API platform that unifies multiple third-party services under a single intelligent architecture. It offers AI-powered adapters, secure end-to-end communication, cross-API joins, SDK generation, observability, and automated workflows. Designed for developers and enterprises, PolyConnect provides a fast, flexible, future-proof solution for integrating, monitoring, and automating any API ecosystem. https://roxanneardary.com/polyconnect/

RAGBase is a schema-enforced infrastructure layer for building modular Retrieval-Augmented Generation (RAG) systems. It provides a strict, contract-driven architecture where every component—ingestion, embedding, retrieval, and generation—is defined by explicit input/output schemas and validated through a built-in spec hygiene layer. This ensures predictable behavior, prevents system drift, and enables safe module interchangeability in production-grade AI pipelines. https://roxanneardary.com/ragbase/

Singularity is a universal, open-source SDK that lets developers seamlessly connect to any API or LLM. It standardizes responses, manages authentication and rate-limits, and supports plugins for extensibility—empowering developers to build faster, smarter, and more consistently across services. https://roxanneardary.com/singularity/