As RAM costs keep climbing, someone took a different approach—building a lightweight LLM engine in Rust that actually runs on low-spec devices. Pretty practical solution if you ask me. Instead of throwing more hardware at the problem, the optimization goes straight to the code level. That's the kind of workaround the ecosystem needs when resources get tight.