Every demo below runs the real server-side update law against a fairly-tuned baseline on a fresh random instance. Scale the deadline, budget, problem size and complexity, and watch the metrics move. These are controlled benchmarks — the same experiments behind our results, runnable here.
Describe your loop in a sentence. A live model maps it to the right demo — or tells you honestly when it falls outside what the runtime does.