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Deterministic Orchestration: How State Machines Are Replacing Agent Loops in Regulated AI

Hacker Noon

TechnologyHacker Noon·Jul 22, 2026·1 min read

Deterministic Orchestration: How State Machines Are Replacing Agent Loops in Regulated AI

LangChain-style agent loops produce different trajectories on identical inputs. That's a feature for creative use cases. It's architecturally incompatible with the audit requirements of regulated industries. Here's what's quietly replacing…

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