input: Request latency rose above the service objective

label: latency-regression

context: End-to-end latency exceeded the approved percentile threshold.

variant: direct


input: In an operations review, Request latency rose above the service objective

label: latency-regression

variant: operations


input: For an evaluation case, Request latency rose above the service objective

label: latency-regression

variant: evaluation


input: In an operations review, Prompt tokens doubled after a template change

label: token-spike

context: Token consumption increased beyond the cost and context baseline.

variant: operations


input: For an evaluation case, Prompt tokens doubled after a template change

label: token-spike

variant: evaluation


input: The retrieval tool returned a timeout exception

label: tool-failure

context: A required external tool failed during execution.

variant: direct


input: For an evaluation case, The retrieval tool returned a timeout exception

label: tool-failure

variant: evaluation


input: Grounded answer score dropped after deployment

label: quality-regression

context: Evaluation quality regressed relative to the release baseline.

variant: direct


input: In an operations review, Grounded answer score dropped after deployment

label: quality-regression

variant: operations


input: The agent stayed within quality limits but became slower

label: latency-regression

context: Performance changed without a matching quality improvement.

variant: direct


input: In an operations review, The agent stayed within quality limits but became slower

label: latency-regression

variant: operations


input: For an evaluation case, The agent stayed within quality limits but became slower

label: latency-regression

variant: evaluation


input: In an operations review, Search calls failed with repeated connection errors

label: tool-failure

context: Dependency errors prevented the workflow from completing.

variant: operations


input: For an evaluation case, Search calls failed with repeated connection errors

label: tool-failure

variant: evaluation