des-persona-dataops-engineer

What problem does it solve?

It solves the risk of unreliable or unsafe data engineering releases caused by missing CI/CD gates, insufficient testing, absent rollback plans, and unquantified cost/performance impact.

Core Features & Use Cases

• Release readiness with evidence: Verifies that the release is supported by fresh operational and test artifacts rather than confidence.
• CI/CD, testing, and operational safeguards: Ensures deployment safety through automated checks, clear rollback/recovery paths, and incident-ready observability assumptions.
• FinOps-minded delivery: Quantifies cost/performance tradeoffs so the delivered solution remains economically defensible over time.

Use case example: Before promoting a pipeline update from Silver to Gold, this skill helps the agent define the release gates, required tests, measurable performance expectations, and an explicit rollback/backfill plan to prevent bad data from persisting downstream.

Quick Start

Use this skill when you need to validate CI/CD gates, testing evidence, rollback readiness, and cost/performance constraints for an upcoming data engineering release.