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Put the Agent Inside the Workflow

Towards Data Science Shuai Guo August 1, 2026
Put the Agent Inside the Workflow
AI Summary— plain English for professionals

# Put the Agent Inside the Workflow Instead of letting AI agents roam freely to solve problems however they see fit, a smarter approach combines them with predefined workflows—think of it like giving an AI employee both a clear job description and the flexibility to adapt when something unexpected happens. This hybrid approach keeps AI systems reliable and predictable while still letting them handle variations or exceptions that weren't explicitly planned for. It's especially useful for business processes where you need consistency but also know that real-world situations rarely go exactly according to plan.

A hybrid LLM application pattern that combines a predefined workflow with adaptive agent behavior The post Put the Agent Inside the Workflow appeared first on Towards Data Science.

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