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InfoQ · October 6, 2026 · On the brief until October 20, 2026

Article: The Platform Engineering Playbook for Production LLMs

Supply Chain & LogisticsOperationsComputer Science
THE AI ANGLE
Analyzing discrepancy signals to recommend inventory corrections

A retail team moved their inventory recommendation agents into a shared platform engineering layer. Automated retries and platform schema validation cut hallucination rates from fifteen percent to 1.5 percent without changing the underlying foundation model. Software and supply chain teams can now deploy multiple inventory tools using shared prompt registries, token tracking, and tool access controls.

Summary written by AI Business Lens with an AI model from the article at infoq.com. It is not the article, and the publisher has not reviewed it. For publishers.

THE TEACHING ANGLE
Teams must balance the initial cost of building shared platform infrastructure against the waste of fixing duplicate AI errors across separate applications.

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