Sort the Signal You Need
Choose the telemetry or test artifact that matches the debugging question.
Match each debugging question to the signal that answers it best. Metrics Traces Logs Tests How many users saw elevated checkout latency between 14:00 and 14:15? Did error rate drop after the rollback timestamp compared with the previous window? Which downstream service does a failed request call before returning HTTP 502? Where does a successful request path diverge from a failed request path? Which policy rule ID allowed this one request despite a missing owner field? What branch decision did the serializer make for null discount fields? Does the exact failing payload pass after the code change? Can this minimal…
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