abdshomad/gpu-cluster-simulation

This is a zero-star, zero-fork, inactive educational project (139 days old with no velocity) that functions as a tutorial/demo combining off-the-shelf components (Ray, vLLM) into an interactive learning experience. The project exhibits no adoption, no community engagement, and no technical moat. It demonstrates existing tools and patterns rather than introducing novel approaches. The combination of Ray + vLLM is standard in distributed inference stacks, not innovative. As a standalone tutorial application with no reusable components, API surface, or package distribution, it has minimal composability. Platform risk is low because this is explicitly educational content, not a product or infrastructure layer that platforms would cannibalize. Market consolidation risk is low because there is no market—tutorials are abundant and freely created. Displacement is unlikely because the project is already in a state of disuse (no activity, no users). The appropriate classification is 1-2 range (tutorial/demo with no adoption), rounded to 2 to acknowledge that a working codebase exists, even if unused.