Current Architectures & R&D
Projects currently under active development and research.
SAGUS: Next-Gen Backend Architecture
A State Aware Graph Unified Backend System with multi-hop reasoning where the graph gets updated based on the user or the domain flow. Integrating RLM (Recursive Language Model) and a Graph Unified Structure, it continuously learns and adapts without quadratic compute scaling.
[ RLM (Recursive Language Model) Diagram ]
[ Graph Unified Structure ]
The Future Belongs to the Bold.
SAGUS isn't just an iteration; it's a paradigm shift in how machines process, retain, and scale logic. I am currently opening dialogue with forward-thinking enterprises, AI research labs, and visionary engineers.
Seeking: Strategic Partnerships · Contracting · Institutional Collaboration
Rex AI - AI of yours - Data is the key
A full local-first AI workspace designed for thinking, studying, and building. It features Local + Online LLMs, multiple RAG architectures (CAG + FAISS, Vector, Vectorless), adaptive intelligence modes, and a seamless Qt-based desktop UI with complete data ownership.
SAGUS (State Aware Graph Unified Backend System)
The community's thoughts and enquiries regarding this R&D and RLM architecture.
