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Tero groups telemetry issues into the categories below. Each category can produce policy recommendations.
CategorySignalTypical action
Duplicate fieldsThe same value appears in multiple fields.Remove duplicate fields.
Accidental debug statementsTemporary debugging messages shipped to production.Remove the statement in code or drop the matching event.
Malformed dataBinary, corrupted, or unparseable log payloads.Drop malformed events.
Health checksSuccessful readiness, liveness, or synthetic monitor requests.Drop successful probe logs.
Bot trafficRequests from known crawlers, scanners, and unfurlers.Drop or sample matching bot request logs.
Instrumentation bloatSDK, agent, collector, or platform metadata with little review value.Remove low-value fields.
PII leakageSensitive values in log fields or free-form messages.Redact or remove sensitive values.
Excessive payloadsLarge bodies, serialized objects, or oversized stack traces.Trim or remove large fields.
Debug mode left onA service emits prolonged DEBUG-level volume in production.Create a ticket, open a config PR, or apply a temporary filter.
Logs in hot pathOne event dominates a service’s steady-state log volume.Remove or relocate the log statement.
Burst protectionInfrastructure error events can flood during outages.Rate-limit the matching event.
High cardinality tagsMetric tags have unbounded or fast-changing values.Remove high-cardinality tags.
Use Policy lifecycle for policy states and Enforcement for enforcement methods.