Queue-Based Distributed Architecture: Scale Agents with Celery-Style Task Queues
goyalshaliniuk · x · 2026-11-09
Pattern 5: when an agent must process hundreds or thousands of tasks, a single execution process becomes a bottleneck. Put tasks into durable message queues, let independent workers consume them, retry failed jobs or route them to dead-letter queues, and scale workers with demand. Reference implementation: Celery.
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