RELEASE ENGINEERINGADVANCED LLMOPS

A/B Testing vs Reliability Testing

A/B testing optimizes product outcomes; reliability testing verifies the candidate does not violate operational contracts.

WHY IT MATTERS

The two should not be confused.

ENTERPRISE EXAMPLE

A model may increase user engagement while also doubling latency and cost beyond agreed limits.

OPERATING DECISION

Which metrics are product experiments and which are non-negotiable service constraints?

REMEMBERExperiment inside the reliability envelope.
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