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Agent Orchestration with Queues and Workers (EXPLAINED)

Scenario BasedAI AgentsHard25 min read

Hard AI Agents interview question on agent orchestration with queues and workers — architecture, trade-offs, eval, and production patterns.

TL;DR — Quick Answer

Decouple agent runs with job queues: enqueue tasks, scale workers, retry transient tool failures with backoff, persist state for multi-minute jobs. Prevents API gateway timeouts on long trajectories.

The Interview Question

Explain agent orchestration with queues and workers. How would you apply this when building production AI agents? Cover architecture, safety, and evaluation.

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