Observability and transparency

Key question

Can an engineer explain what the platform is doing without reading every log line?

The first case will use CloudWatch metrics, structured logs, dashboards, and alarms to expose pipeline state and failure context.

Planned evidence

• Service and business metrics
• Structured logs with correlation identifiers
• Failure-focused alarms
• A minimal operational view
• Exam guidance compared with production guidance