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To run parallel tasks with multiple agents, delegate independent operations to appropriate agent tiers simultaneously. This parallel orchestration reduces total completion time and improves throughput by executing tasks concurrently rather than sequentially.

Smart routing assigns tasks to different agent tiers by evaluating task complexity and dispatching them to LOW, STANDARD, or THOROUGH tiers accordingly. This ensures each parallel task receives the appropriate processing level for its specific requirements.

Yes, you can execute long operations in the background while short checks proceed concurrently. Background execution allows independent tasks to run simultaneously, preventing long-running processes from blocking shorter operations during parallel orchestration.

Parallel task orchestration is the concurrent delegation of multiple independent tasks to separate agents. You need it when workflows contain several tasks that can run simultaneously, reducing total execution time and improving overall throughput.

You track active runs and manage lifecycle states through policy steps and state updates that monitor active runs and reinforcement counts. This lifecycle state management supports task resumption and ongoing monitoring until all parallel tasks finish.

The best way to dispatch independent tasks across complexity tiers is parallel delegation using smart routing. Fire independent tasks to LOW, STANDARD, or THOROUGH agent tiers at once based on complexity, then monitor completion until all tasks finish.