Software
The in-repo thin twin stack supports simulator runs, dashboard telemetry, recorded replay, and scoring for structured teaching—not a hosted consumer SaaS or public internet remote lab. Pilots use operator-hosted infrastructure; subscription commerce is out of scope for this repository.
Pilot-ready

The catalog labels this line Pilot-ready: the software path is real for demos and classroom pilots when an operator runs the gateway and portal; it is not a claim about nationwide deployment or turnkey cloud operations.
Optional bench-local hardware bridging is operator-gated and supervised—not public remote control. Competition-style use cases rely on simulator and replay artifacts; remote lab remains future.