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Design Reliable Agent Workflow Execution

MediumSystem Design00:00
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Your question is Design Reliable Agent Workflow Execution. Take a moment with it on the right.

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Problem

Scenario

You are building an agentic application that plans, calls tools, and writes back structured results across multi-step workflows. The behavior is useful but non-deterministic, so the same request can produce different plans, tool sequences, or outputs across runs.

Question

How do you handle non-deterministic behavior in complex agentic workflows?