Deliberate, careful use of the Rails console and live production for investigations that can't be replicated locally — e.g. counting users, diagnosing query performance, adding indexes on realistic data volumes. Positioned as the complement to 'run stuff locally': local first for most tasks, but some problems (performance especially) only exist in production.