h3rb3rn/moe-sovereign

The project is in its absolute infancy (5 days old, 1 star) and currently functions as a personal experiment or early-stage prototype. While the 'sovereign' and 'air-gapped' positioning is timely given the rising interest in data privacy and national AI sovereignty, the technical moat is non-existent. Deterministic routing for MoE is a known pattern (often used for debugging or specific rule-based load balancing) but lacks the performance optimizations of learned gating mechanisms found in frontier models. It faces stiff competition from established inference engines like vLLM, Text Generation Inference (TGI), and Ollama, which are rapidly adding sophisticated MoE support and could easily incorporate 'deterministic' plugins or routing rules. The lack of community traction (0 forks, no velocity) suggests it has yet to prove its utility over standard local inference setups.