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System Design for AI in Production / 94

Design an agentic workflow platform where users compose LLM agents that call tools and run for minutes.

Long-running agents that loop, call tools, and spawn sub-tasks need durable execution, not a single request handler. Learn how to checkpoint state, recover from failures, bound runaway loops, and observe every step a non-deterministic agent takes.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.

Long-running agents that loop, call tools, and spawn sub-tasks need durable execution, not a single request handler. Learn how to checkpoint state, recover from failures, bound runaway loops, and observe every step a non-deterministic agent takes.

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