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Developers building multi-step coding pipelines or autonomous agents that must survive restarts and coordinate parallel workstreams can use Deep Agents' DAG-based planning, crash-resilient MongoDB checkpointing, and sub-agent delegation to move beyond the limits of single-turn ReAct loops.