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Management and Governance

Amazon CloudWatch Logs

Amazon CloudWatch Logs centralizes application and service log streams with retention, query, subscription, and protection features. It supports request-level GenAI diagnosis when records contain safe correlation and version metadata.

Key points

  • Retention is configured per log group
  • Subscription filters stream matching records to supported destinations
  • Data protection policies can detect and mask configured sensitive patterns

When to use it

  • Record sanitized retrieval and model-stage timings
  • Centralize agent tool errors for incident analysis

Exam tips

  • Use Logs for event details and CloudWatch metrics for efficient alerting and aggregation
  • Record hashes or identifiers instead of raw prompts where content is sensitive

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