A provider or model upgrade can degrade task success without causing infrastructure errors.
OBSERVABILITYAI SRE
Detect Model Quality Regression
Quality regression monitoring compares production behavior against expected evaluation or user-outcome signals.
HTTP success remains 99.99%, but escalation-to-human rate jumps 20% after a model version change.
Which online quality proxies are reliable enough to trigger rollback?
REMEMBERModel quality changes are production changes.
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