Writing software without paying $20/month subscriptions for Copilot overlays.
By strapping an aggressive local coding model (like CodeLlama or DeepSeek Coder) into a parallel interface, students around the world can develop apps, learn rust, and debug Python indefinitely without ever giving a tech giant their credit card.