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Evaluating Agents at Scale: From 50 Examples to a Production Flywheel

Sep 18, 2026 — AGNTCon + MCPCon Europe, Amsterdam

Evaluating agents at scale, from 50 examples to a production flywheel. A data-analysis agent answers 50 business cases, a jury of LLM judges flags where it disagrees, and a human's written answers to those boundary questions become a pass/fail evaluator you can run on every change.

Slide 'The grey zone': two classes of cases with a curved boundary running through the band where they overlap.
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