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Multi-User Concurrent Agents (EXPLAINED)

Scenario BasedAI AgentsHard25 min read

Hard AI Agents interview question on multi-user concurrent agents — architecture, trade-offs, eval, and production patterns.

TL;DR — Quick Answer

Isolate session state, fair-queue tool calls, handle optimistic locking on shared resources, rate-limit per tenant. Scrub warm worker state between users to prevent cross-session data leakage.

The Interview Question

Explain multi-user concurrent agents. How would you apply this when building production AI agents? Cover architecture, safety, and evaluation.

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