{"id":"safe-parallel-idempotent-operations","text":"FTL2 safely scales concurrent operations across large fleets: multi-layer idempotency (shell guards, creates parameter, state-driven re-runs) combined with default parallel execution across all hosts ensures re-runs never create duplicate resources even when targeting dozens of hosts simultaneously.","truth_value":"IN","source":"","source_url":"","source_hash":"","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"safe-parallel-idempotent-operations","truth_value":"IN","reason":"premise"}]}}