# data-pipeline-ops > Design and operate data pipelines. - Author: Pedro Teixeira - Repository: pedroct/treit-kit-agentes - Version: 20260208112849 - Stars: 0 - Forks: 0 - Last Updated: 2026-02-08 - Source: https://github.com/pedroct/treit-kit-agentes - Web: https://mule.run/skillshub/@@pedroct/treit-kit-agentes~data-pipeline-ops:20260208112849 --- --- name: data-pipeline-ops description: Design and operate data pipelines. --- # Data Pipeline Ops ## Steps 1. Define sources, sinks, and transformations. 2. Design idempotency and backfills. 3. Choose scheduling and orchestration. 4. Add data quality checks. 5. Ensure lineage and observability.