Knowing that an error occurred is not enough. Teams need the operation, release and external dependency involved.
Structured logs contain severity, timestamp, correlation identifier, module and error class without exposing personal data. Track response time, error rate, queue depth and failed integrations as metrics.
Alerts should identify the affected service, start time and first diagnostic action. This reduces detection and recovery time.
