yea, we'd like to actually create these issues on a real cluster, but we couldn't figure out a good way of doing it at scale. The best alternative that we could think of was using an LLM that knows the root cause and could hopefully simulate outputs of commands consistently. Let us know if you have other ideas, we're always looking for ways to improve it.