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AI DevOps

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AI NewsAI DevOpsSoftware Engineering

Why AI Agents Fail in Production: From Notebook Prototypes to Enterprise Systems

AI agents exhibit a 63% variation in execution paths for identical inputs, rendering traditional unit testing and deterministic DevOps pipelines obsolete for production deployment.

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