Why building building agent quality platforms is hard.

Official Schedule Context

Official Description

An eval platform is not just a test runner. You are building shared definitions of good, reliable

data pipelines, labeling workflows, versioning, and trust in results across many teams and model

changes. This session breaks down the hidden complexity, the common failure modes, and the design

principles that make evals credible and usable in day-to-day engineering.

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