Unverified50% confidenceOpinionExact time

Reliability is a prerequisite for evaluation validity; evaluation should be treated as a product requiring long-term maintenance rather than a one-off ad hoc tool.

1

Sources

50%

Confidence

Long-term

Relevance

10/26/2026

First Seen

Sources

AI Agent Training in Practice: From Environment Setup to Scaling

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UnverifiedQuality should be measured using metrics such as defect escape rate, flaky test rate, execution time, maintenance cost, and defect detection and investigation time, rather than the number of tests.76% similar

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