Sequential Audits Expose Independent Bugs: Fresh State as a Debugging Lens

Running the same audit repeatedly on fresh system state reveals independent bugs that cascading-failure models would miss. As disk state updates between cycles, each audit run encounters a new slice of reality, immediately exposing the next breaking assumption. This approach demonstrates why continuous, state-aware auditing is powerful for surfacing hidden systemic issues across distributed consensus systems.