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Persistent task orchestration ensures long-running multi-agent tasks complete fully by implementing session persistence, saving progress across retries, and requiring architect verification before final completion.

Handling task failures in distributed agents is best managed through automatic retry on failure with backoff and safe error handling, preventing partial progress from stalling by persistently iterating until the task succeeds.

Yes, you can use architect verification to gate task completion for multi-iteration work by implementing a formal completion gate that requires explicit architect sign-off before any task is marked complete.

Session persistence for automatic retry loops works by saving task state across retries, allowing long-running work to resume safely after failures with backoff strategies rather than restarting from the beginning.

You need a persistence loop for orchestrating specialist agents when tasks require multiple iterations, parallel delegation, and a formal guarantee that work continues until full architect-verified completion is achieved.

Yes, parallel delegation to specialist agents accelerates multi-iteration task completion by distributing work across multiple agents concurrently, while the persistence loop and architect verification ensure quality and full completion.