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InfoQ · October 5, 2026 · On the brief until October 19, 2026

Presentation: Building Reusable Evaluation Frameworks for Agentic AI Products

Business AnalyticsComputer ScienceData Science
THE AI ANGLE
Analyzing cybersecurity logs and answering enterprise queries

Elastic unified its separate AI agent testing efforts into a shared evaluation framework. Teams trace granular tool calls and database queries to detect intermediate failures across security and chatbot systems. This setup helps engineers catch regressions across different domains by evaluating intermediate steps alongside final outputs.

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 face trade-offs between creating custom metrics for specific agent tasks and maintaining a shared evaluation pipeline.

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