Data Observability And SLA Management

Overview

Use this skill when the pipeline must be operated as a service, not just executed as code. It helps agents define what healthy looks like and how teams know when the system drifts away from that state.

When to Use

• launching or hardening a production data product
• defining freshness or completeness SLAs
• improving alerting and anomaly detection
• adding operational metadata and health visibility
• reducing noisy or low-signal incident response
• designing resilience drills with explicit alert and recovery evidence

Workflow